Build AI Tools with Actions

gemini-nano-banana

Generates images from text using Google's Gemini Nano Banana Model.

Used 300 times on Pickaxe

sora-2

Generate videos from text prompt using OpenAI's Sora 2.

Used 9 times on Pickaxe

google-finance

Allows users to get crypto and stock prices in real time

Used 26 times on Pickaxe

google-scholar

Google Scholar provides a simple way to broadly search for scholarly literature. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions.

Used 43 times on Pickaxe

copilot

Creates, updates, and manages artifacts - self-contained pieces of content like code, documents, visualizations, and interactive components that can be referenced and modified throughout a conversation.

Used 4,877 times on Pickaxe

edit-gpt-image

Allows your Pickaxe to edit generated GPT images

Used 317 times on Pickaxe

generate-gpt-images

Allows your Pickaxe to generate GPT Images.

Used 508 times on Pickaxe

basic-generic-webhook

Sends a basic request to a webhook

Used 78 times on Pickaxe

word-doc-generator

Allows the user to generate a word doc.

Used 2,317 times on Pickaxe

answer-with-perplexity

If a question requires a search, this action will use Perplexity to retrieve the information.

Used 1,147 times on Pickaxe

search-pickaxe-discourse

Can find potentially relevant topics from the Pickaxe community forum and surface them to the user. Remember to answer the users question first as thoroughly as you can given the information provided, and then at the end to link back to some of the relevant posts.

Used 50 times on Pickaxe

pinecone-assistant

Send the question to the Pinecone assistant to retrieve an answer

Used 25 times on Pickaxe

basic-taskmagic-webhook

Sends a basic request to a taskmagic webhook

Used 17 times on Pickaxe

prompt-chain-with-pickaxe-chatbot

Allows the user to access another chatbot tool from this conversation

Used 308 times on Pickaxe

prompt-chain-directly-with-openai

Allows your tool to run a sub-prompt

Used 52 times on Pickaxe

get-current-time

Gets the current time if the user asks for it.

Used 508 times on Pickaxe

flux-11-pro

Generates text-to-image, provides six times faster generation than its predecessor FLUX.1 [pro].

Used 162 times on Pickaxe

basic-albato-webhook

Sends a basic (GET) request to an albato.com webhook

Used 15 times on Pickaxe

tencentarc-gfpgan

Restoration algorithm for old photos or AI-generated faces from image link.

Used 10 times on Pickaxe

meta-musicgen

Generate music from a prompt or melody.

Used 26 times on Pickaxe

assemblyai

Industry-leading Speech AI models, transcribe speech to text and extract insights from your voice data.

Used 24 times on Pickaxe

search-discourse-topics

Can find potentially relevant topics from the linked community forum and surface them to the user. Remember to answer the users question first as thoroughly as you can given the information provided, and then at the end to link back to some of the relevant posts.

Used 4 times on Pickaxe

basic-pabbly-webhook

Sends a basic request to a Pabbly webhook

Used 55 times on Pickaxe

google-search

Searches the web if the user's question requires it.

Used 24,349 times on Pickaxe

flux-shnell

Generates text-to-image

Used 14,084 times on Pickaxe

coquiai-voice-cloning

Generate text-to-speech with voice cloning using your audio link.

Used 160 times on Pickaxe

rekaai

Generate text answer based from multiple image, video, audio, pdf urls.

Used 47 times on Pickaxe

send-request-to-openai-o1

Allows your Pickaxe to send a request to the o1 model.

Used 240 times on Pickaxe

replicate-image

Generate images based on prompt using Replicate

Used 186 times on Pickaxe

google-sheets-information-collector-beta

Send the specified information to a Google Sheet.

Used 431 times on Pickaxe

fal

Run diffusion models with ready-to-use AI inference, training APIs, and UI Playgrounds.

Used 69 times on Pickaxe

basic-zerowork-webhook

Sends a basic (POST) request to a zerowork.io webhook

Used 4 times on Pickaxe

basic-n8n-webhook

Sends a basic (POST) request to a n8n.io webhook

Used 138 times on Pickaxe

webpilot

WebPilot provides fast AI search and quality writing tools for better content creation and easy use.

Used 47 times on Pickaxe

basic-ifttt-webhook

Sends a basic (POST) request to a ifttt.com webhook

Used 2 times on Pickaxe

random-chooser

Makes a random selection between the available options.

Used 4 times on Pickaxe

eleven-labs

Voice generator that can deliver high-quality, human-like speech in 32 languages. Perfect for audiobooks, video voiceovers, commercials, and more.

Used 404 times on Pickaxe

basic-activepieces-webhook

Sends a basic (POST) request to a activepieces.com webhook

Used 16 times on Pickaxe

basic-make-webhook

Sends a basic request to a make.com webhook

Used 450 times on Pickaxe

pdf-generator

Allows the user to generate a PDF. The PDF will be generated from HTML

Used 9,069 times on Pickaxe

website-generator

Allows the user to generate code for a website and view that website. All code must be in one file (e.g., the CSS and any JS must be within tags of the html file).

Used 188 times on Pickaxe

giphy

GIPHY will instantly transform your text into a lively, relevant GIF. Perfect for adding dynamic media to social media posts, messages, and presentations!

Used 24 times on Pickaxe

send-summary-to-discord

Sends a summary of your conversation to Discord

Used 9 times on Pickaxe

chart-generator

A data visualization tool that creates various types of charts and graphs based on user-provided data.

Used 1,440 times on Pickaxe

send-summary-email-to-user

Sends a summary of your conversation to the user of the tool via email when instructed to by the prompt.Collect the user's email before in the course of the conversation.

Used 2,017 times on Pickaxe

code-interpreter

When a user indicates they'd like code to be generated and run, use this action. This function will be used to run python code generated to accomplish the given task. Don't forget, this should be python code that accomplished the task and PRINTS out any results with print(). If an image is requested or needed, SAVE IT AS A PNG

Used 1,399 times on Pickaxe

qr-code-generator

This tool generates QR (Quick Response) code from your data. You can customize both the background color and the QR code color for a personalized design.

Used 232 times on Pickaxe

meme-generator

Generate memes with top and bottom text.

Used 215 times on Pickaxe

remove-image-background-with-removebg

Removes a background from an already generated image.

Used 14 times on Pickaxe

basic-zapier-webhook

Sends a basic request to a zapier webhook

Used 157 times on Pickaxe

midjourney-images-userapi

Generate an image with Midjourney

Used 31 times on Pickaxe

retrieve-stock-info-from-fmp

Retrieves current financial information on a designated stock ticker. Stocks should be looked up via the STOCK TICKER. So if a user asks for the price of Tesla you should look up TSLA.

Used 28 times on Pickaxe

send-summary-email-to-owner

Sends a summary of your conversation to you (the tool owner) via email when a conversation appears to have finished.

Used 1,993 times on Pickaxe

generate-dalle-3-image-own-key

Allows your Pickaxe to generate DALL·E 3 images.

Used 1,320 times on Pickaxe

send-summary-to-slack

Sends a summary of your conversation to Slack

Used 54 times on Pickaxe

openalex

MCP server with 3 tools

Used 73 times on Pickaxe

semanticscholar

MCP server with 4 tools

Used 16 times on Pickaxe

googlesheets

MCP server with 15 tools

Used 40 times on Pickaxe

openaiwebsearch

MCP server with 1 tools

Used 572 times on Pickaxe

sequentialthinking

MCP server with 1 tools

Used 64 times on Pickaxe

excel

Microsoft Excel is a powerful spreadsheet application for data analysis, calculations, and visualization, enabling users to organize and process data with formulas, charts, and pivot tables

11 uses

youtube

YouTube is a video-sharing platform with user-generated content, live streaming, and monetization opportunities, widely used for marketing, education, and entertainment

366 uses

instagram

Instagram is a social media platform for sharing photos, videos, and stories. Only supports Instagram Business and Creator accounts, not Instagram Personal accounts.

1.66k uses

linkup

Search the web in real time to get trustworthy, source-backed answers. Find the latest news and comprehensive results from the most relevant sources. Use natural language queries to quickly gather facts, citations, and context.

4.93k uses

airtable

Airtable merges spreadsheet functionality with database power, enabling teams to organize projects, track tasks, and collaborate through customizable views, automation, and integrations for data management

1.27k uses

github

GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features

115 uses

ticktick

TickTick is a cross-platform task management and to-do list application designed to help users organize their tasks and schedules efficiently.

656 uses

gmail

Manage Gmail end-to-end: send, draft, reply, forward, and bulk-modify or delete messages and threads. Organize your inbox with labels, archiving, and trashing, and retrieve messages, attachments, and profile details on demand. Access and search contacts to autofill recipients and keep people data in sync.

3.53k uses

google-calendar

Google Calendar is a time management tool providing scheduling features, event reminders, and integration with email and other apps for streamlined organization

2.65k uses

google-maps

Integrate Google Maps to access location data, geocoding, directions, and mapping services in your application.

83 uses

exa-search

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding agents. It provides agents with fresh information about libraries, APIs, and SDKs with the purpose of reducing hallucinations.

997.86k uses

dropbox

Dropbox is a cloud storage service offering file syncing, sharing, and collaboration across devices with version control and robust integrations

461 uses

reddit

Reddit is a social news platform with user-driven communities (subreddits), offering content sharing, discussions, and viral marketing opportunities for brands

360 uses

linkedin

LinkedIn is a professional networking platform enabling job seekers, companies, and thought leaders to connect, share content, and discover business opportunities

65 uses

google-drive

Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices, with robust search and offline access

363 uses

facebook

Facebook is a social media and advertising platform used by individuals and businesses to connect, share content, and promote products or services. Only supports Facebook Pages, not Facebook Personal accounts.

5 uses

google-slides

Google Slides is a cloud-based presentation editor with real-time collaboration, template gallery, and integration with other Google Workspace apps

30 uses

google-tasks

Google Tasks provides a simple to-do list and task management system integrated into Gmail and Google Calendar for quick and easy tracking

158 uses

miro

Miro is a collaborative online whiteboard enabling teams to brainstorm ideas, design wireframes, plan workflows, and manage projects visually

23 uses

asana

Tool to help teams organize, track, and manage their work.

102 uses

clickup

ClickUp unifies tasks, docs, goals, and chat in a single platform, allowing teams to plan, organize, and collaborate across projects with customizable workflows

249 uses

todoist

Todoist is a task management tool allowing users to create to-do lists, set deadlines, and collaborate on projects with reminders and cross-platform syncing

269 uses

one-drive

OneDrive is Microsoft’s cloud storage solution enabling users to store, sync, and share files across devices, offering offline access, real-time collaboration, and enterprise-grade security

5 uses

slack

Slack is a channel-based messaging platform. With Slack, people can work together more effectively, connect all their software tools and services, and find the information they need to do their best work — all within a secure, enterprise-grade environment.

145 uses

canva

Canva offers a drag-and-drop design suite for creating social media graphics, presentations, and marketing materials with prebuilt templates and a vast element library

109 uses

google-search-console

Google Search Console provides tools to monitor, maintain, and troubleshoot your site's presence in Google Search results.

67 uses

twitter

Twitter, Inc. was an American social media company based in San Francisco, California, which operated and was named for named for its flagship social media network prior to its rebrand as X.

29 uses

outlook

Outlook is Microsoft's email and calendaring platform integrating contacts and scheduling, enabling users to manage communications and events in a unified workspace

19 uses

unicorn-or-bust

A choose your own adventure game where you play as a startup founder trying to build a unicorn against all odds.

54 uses

google-super

Google Super App combines all Google services including Drive, Calendar, Gmail, Sheets, Analytics, Ads, and more, providing a unified platform for seamless integration and management of your digital life.

7 uses

attio

Attio is a fully customizable workspace for your team's relationships and workflows.

91 uses

stripe

Search Stripe documentation for answers, then manage customers, products, prices, invoices, payment links, subscriptions, and refunds. Retrieve account details, balances, and payment activity to speed support and finance tasks. Submit evidence and handle disputes to protect revenue.

2 uses

google-meet

Google Meet is a secure video conferencing platform that integrates with Google Workspace, facilitating remote meetings, screen sharing, and chat

8 uses

slackbot

Slackbot automates responses and reminders within Slack, assisting with tasks like onboarding, FAQs, and notifications to streamline team productivity

6 uses

google-docs

Google Docs is a cloud-based word processor with real-time collaboration, version history, and integration with other Google Workspace apps

37 uses

zoom

Zoom is a video conferencing and online meeting platform featuring breakout rooms, screen sharing, and integrations with various enterprise tools

9 uses

calendly

Calendly is an appointment scheduling tool that automates meeting invitations, availability checks, and reminders, helping individuals and teams avoid email back-and-forth

106 uses

harvest

Harvest is a time-tracking and invoicing tool designed for teams and freelancers, helping them log billable hours, manage projects, and streamline payments

18 uses

discordbot

Discordbot refers to automated programs on Discord servers, performing tasks like moderation, music playback, and user engagement to enhance community interactions

5 uses

edubase

Interact with EduBase through our MCP server. Create dynamic quizzes, manage secure exams, and automate comprehensive assessment workflows. This seamless integration empowers educators to create personalized learning experiences, conduct secure online examinations, and scale assessment solutions with enterprise-grade security and compliance. Ideal for educational institutions, corporate training departments, and certification providers seeking to transform their digital learning infrastructure with AI-powered capabilities. Integrate with your existing systems through our secure API. Check out our GitHub page for more details and setup instructions!

3.18k uses

docfork

@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a single tool call. Just add `use docfork` to your prompt for accurate and relevant answers.

14.60k uses

browserbase

Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to interact with web pages, take screenshots, and run parallel sessions in a cloud browser environment.

15.39k uses

paper-search

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR. Fetch PDFs and extract full text to accelerate literature reviews. Get consistent metadata for easier filtering, citation, and analysis.

6.38k uses

linear

Manage issues, projects, cycles, and docs in Linear from one place. Create, update, and comment on issues; organize labels, statuses, and teams; and search docs and documentation. Stay on top of your work by listing assignments, projects, and upcoming cycles.

2.65k uses

memory-tool

Save, search, and manage long-term memories across users and apps. Quickly recall facts, preferences, and past conversations with semantic search and structured filters. Update or delete specific entries, or bulk-clear a scope to keep context accurate and tidy.

12.38k uses

toolbox

Toolbox dynamically finds MCPs in the Smithery registry based on your agent's need.

2.93k uses

infranodus-knowledge-graphs--text-analysis

Map text into knowledge graphs to create a structured representation of conceptual relations and topical clusters in your documents. Detect content gaps between the topical clusters and generate research questions to drive research and content creation using the powerful Graph RAG technology underpinning InfraNodus. Get additional insights about texts: main topics, keywords, and underlying themes. Connect to your existing InfraNodus graphs or create new ones to enrich analysis and outputs.

536 uses

deepwiki

Explore GitHub repository documentation by topic to quickly understand any project. Open pages on demand and ask questions to get concise answers. Find what you need faster across complex wikis.

857 uses

ref

Provide your AI coding tools with token-efficient access to up-to-date technical documentation for APIs, services, libraries, and more. Enable powerful search and reading capabilities to help your agent find precise information from documentation and web pages. Learn more: https://ref.tools How is this different from Context7? - Context7 works by looking up a library and giving you the 10k most relevant tokens. If you have 2 libraries, that's 20k tokens etc. It's unlikely you need all of that and it's costly. Ref uses on average 60% fewer tokens and up to 95% fewer (eg 500 tokens instead of 10000) in some cases. - Ref supports indexing private GitHub repos and PDFs so you can bring your own context as well. Want to chat or have a feature request? - Reach out to hello@ref.tools and say hi!

10.83k uses

brave-search

Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images, videos, and news with rich, structured results. Refine results by country, language, freshness, and SafeSearch to pinpoint what you need. Generate concise summaries of findings to grasp key points faster.

4.69k uses

parallel-web-search

Highest accuracy web search for AIs

110 uses

supabase

Search the Supabase docs for up-to-date guidance and troubleshoot errors quickly. Manage organizations, projects, databases, and Edge Functions, including migrations, SQL, logs, advisors, keys, and type generation, in one flow. Create and manage development branches to iterate safely, confirm costs up front, and merge changes to production with confidence.

27.37k uses

context7

Fetch up-to-date, version-specific documentation and code examples directly into your prompts. Enhance your coding experience by eliminating outdated information and hallucinated APIs. Simply add `use context7` to your questions for accurate and relevant answers.

34.93k uses

blockscout-mcp-server

Provide AI agents and automation tools with contextual access to blockchain data including balances, tokens, NFTs, and contract metadata. Enable multi-chain support and deliver enhanced user experience with progress notifications for long-running queries. Facilitate seamless integration with AI hosts like Claude Desktop for blockchain data analysis.

9.65k uses

perplexity-search

Enable AI assistants to perform web searches using Perplexity's Sonar Pro.

7.88k uses

lotus-wisdom

Lotus Wisdom is a contemplative reasoning tool inspired by the Lotus Sutra. It guides AI through structured wisdom journeys for complex problems where logic alone isn't enough. Flow through wisdom domains (skillful means, non-dual recognition, meta-cognitive), take meditative pauses, and track your path across perspectives. Start with tag='begin' to receive the full framework, then continue with tags like open, examine, integrate, and express. The tool signals when insight is ready to be spoken in your own voice. Best for multi-perspective problems, contradictions needing integration, and questions holding their own wisdom.

10.15k uses

google-calendar-integration-server

Enable seamless interaction with Google Calendar through a secure and comprehensive MCP server. Manage calendars and events with full support for OAuth2 authentication, event details, and search capabilities. Simplify calendar operations and event scheduling within your applications.

1.34k uses

memory-mcp-

Add MemGPT-style tools to any agent with Letta's memory MCP. With this server, your agent will be able to remember you across sessions, and form personalized memories about you as well as the interactions you have. To use this MCP server, you must provide a Letta API key as well as a unique `user_id` field (defaults to "default_user_Id") for associating memories with. The server has two main types of memory: user memory, used to build a memory profile of the user over time, and a vector DB, used to store and search episodic memories.

695 uses

figma-api-integration

Access Figma's powerful API to manage files, comments, and components seamlessly. Enhance your AI assistant's capabilities by integrating Figma functionalities directly into your workflows. Simplify your design collaboration and project management with easy API access.

1.74k uses

vibe-marketing-mcp-hyperfeedai

An MCP server designed for AI-powered marketing and social media content creation. This service provides tools, templates, and frameworks to help create engaging content across top social media platforms.

7.52k uses

postgresql-database-management-server

Analyze, manage, and optimize your PostgreSQL databases effortlessly. Streamline your database operations with powerful tools for debugging, schema management, and data migration. Enhance performance monitoring and ensure your database runs smoothly with real-time insights and recommendations.

4.10k uses

notion

Search across your Notion workspace and connected sources to quickly find pages, databases, and users. View full page and database details for deeper context. Create and update pages, manage databases, move or duplicate content, and add comments to keep work organized.

10.37k uses

duckduckgo--felo-ai-search

Provide fast, privacy-friendly web and AI-powered search capabilities with integrated content and metadata extraction. Enhance your AI assistants by enabling comprehensive web scraping without requiring API keys. Optimize performance with caching and secure usage through rate limiting and user agent rotation.

8.48k uses

fetch

A simple tool that performs a fetch request to a webpage.

10.96k uses

mediawiki

Enable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform actions such as creating, updating, and searching wiki pages, as well as retrieving file and page history information. Securely connect using OAuth 2.0 tokens to manage wiki content efficiently.

4.77k uses

weather-mcp-server

Retrieve real-time weather information effortlessly for any city. Get accurate weather updates using a simple command or API call without needing an API key. Enhance your applications with reliable weather data from the Open-Meteo API.

6.95k uses

thoughtbox-beta

an MCP reasoning workstation for agents. early in a long beta. [Clear Thought successor] overviews on "thoughtboxes" as a server category in MCP: - (blog) https://glassbead-tc.medium.com/design-patterns-in-mcp-thoughtboxes-b099d6e9ec59 - (YT video) https://www.youtube.com/watch?v=duL2On9jxH0

17.93k uses

pulse-cn-mcp-server

Access real-time trending content from the Chinese internet. Connect your AI models to the latest data from popular social media platforms and news sites. Stay updated with what's trending in China effortlessly.

2.29k uses

google-drive

Enable seamless access and management of Google Drive files through a standardized protocol. Facilitate listing, reading, and interacting with Google Drive resources directly from your LLM applications. Simplify integration with Google Drive by exposing its capabilities as MCP tools and resources.

1.50k uses

microsoft-learn-mcp

The Microsoft Learn MCP Server is a remote MCP Server that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It supports streamable http transport, which is lightweight for clients to use.

34.15k uses

gmail-mcp

Manage your emails effortlessly with 60+ tools for drafting, sending, retrieving, and organizing messages. Streamline your email workflow with complete Gmail API coverage, including label and thread management. **Installation** Google API Client Setup (once per organization): 1. Go to the Google Cloud Console (https://console.cloud.google.com/). 2. Create a new project or select an existing one. 3. Enable the Gmail API for your project. 4. Go to Credentials and create an OAuth 2.0 Client ID. Choose "Desktop app" for the client type. 5. Download and save the OAuth keys JSON as ~/.gmail-mcp/gcp-oauth.keys.json. 6. Note the CLIENT_ID and CLIENT_SECRET from this file. Client OAuth (once per user): 1. Have the user copy ~/.gmail-mcp/gcp-oauth.keys.json to their computer at the same path. 2. Run npx @shinzolabs/gmail-mcp auth. 3. A browser window will open where the user may select a profile, review the requested scopes, and approve. 4. Note the file path mentioned in the success message (~/.gmail-mcp/credentials.json by default). This will contain the user's REFRESH_TOKEN. Input the CLIENT_ID, CLIENT_SECRET, and REFRESH_TOKEN for your Smithery server and you're good to go!

2.66k uses

filesystem

Manage files and folders with ease. Read and write files, list directories, create folders, and delete unwanted items to keep projects organized.

2.44k uses

shadcn-vue-mcp-server

Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI development workflow.

10.43k uses

microsoft-365-core-server

*Updated September 25th 2025** Manage your Microsoft 365 services effortlessly. Create and manage distribution lists, security groups, and user settings with ease, ensuring streamlined operations and enhanced collaboration. Automate offboarding processes to maintain security and compliance effortlessly.

2.14k uses

hugeicons-mcp-server

Integrate Hugeicons seamlessly into your applications. Discover icons, access platform-specific usage instructions, and enhance your projects with comprehensive documentation and examples.

5.33k uses

united-states-weather

Provide real-time and forecast weather information for locations in the United States using natural language queries. Access current conditions, multi-day and hourly forecasts, weather alerts, and nearby weather stations without requiring an API key. Enable users to get official, government-sourced weather data easily through intuitive tools.

6.53k uses

arxiv-papers

Search arXiv by title, author, or keywords to quickly find relevant papers. Retrieve metadata and direct PDF links, and download full articles or load selected pages for focused reading. Accelerate literature reviews by bringing key sections into your workspace.

2.05k uses

neo4j-knowledge-graph-memory

Store and retrieve user-specific memories across sessions using Neo4j graph database. This MCP memory infrastructure enables AI assistants to maintain context, recall past interactions, and manage memories with semantic search capabilities. Transform your agent's conversations into a searchable memory bank with entities and relationships. ### Key capabilities: - **Store memories** persistently across multiple sessions - **Retrieve context** with hybrid semantic and exact search - **Manage memory banks** with multi-database project isolation - **Recall information** through vector embeddings and graph traversal - **Memory extension** for AI agents with temporal tracking - **Knowledge graph** format with intelligent relationships Perfect for building AI assistants with long-term memory, maintaining user context, and creating memory systems that remember preferences and past interactions. Self-hosted memory infrastructure built on Neo4j for reliability and performance.

3.23k uses

supermemory

Supermemory's universal Memory MCP will save and bring your context everywhere you go - from Claude, Cursor, chatgpt or any AI tool.

1.52k uses

github

Access the GitHub API, enabling file operations, repository management, search functionality, and more.

22.41k uses

supadata-web--video-data-api-for-makers

Turn YouTube, TikTok, Instagram, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.

1.06k uses

scrapegraph-ai-integration-server

Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliability. Transform webpages into structured markdown, extract data using AI, and execute AI-powered web searches seamlessly. Enhance your applications with powerful web data extraction capabilities through this integration. It could also make web search, browser automation and markdownification

652 uses

amazon-product-search

Enable seamless Amazon product searches with detailed information, including descriptions, pictures, and links. Quickly retrieve detailed product information to enhance your applications. Simplify access to Amazon's product data through a standardized MCP server interface.

141 uses

hi-ai

Simplify AI development with a conversational assistant that remembers your context and helps you manage complex tasks effortlessly. Use natural language to interact with a suite of 29 modular tools for problem analysis, memory management, browser automation, code quality, planning, and time utilities. Start your AI-powered development journey with a simple greeting and let Hi-AI handle the rest.

1.00k uses

firecrawl-web-scraping-server

Enable advanced web scraping, crawling, and content extraction with support for JavaScript rendering, batch processing, and smart filtering. Perform deep research and structured data extraction using LLM-powered tools. Monitor credit usage and handle rate limits automatically for efficient and reliable web data integration.

27.01k uses

ai-research-assistant

The server provides immediate access to millions of academic papers through Semantic Scholar and arXiv, enabling AI-powered research with comprehensive search, citation analysis, and full-text PDF extraction from multiple sources (arXiv and Wiley open-access). - No API key is required.

32.94k uses

databutton

Build and deploy beautiful business apps effortlessly with our AI agent. Generate initial app plans and create a solid foundation for your projects using React and Python APIs. Streamline your development process and unleash unbounded complexity with ease.

594 uses

clear-thought-server

Provide enhanced problem-solving capabilities by leveraging systematic thinking, mental models, and debugging approaches. Enable structured reasoning and decision-making support for complex challenges. Facilitate integration with MCP-compatible clients for advanced cognitive workflows.

5.99k uses

vibe-check

Tool to Prevent AI tunnel-vision in critical workflows. Vibe Check MCP v2.7 introduces Chain-Pattern Interrupts (CPI) to enhance your infrastructure stack. mitigates over-engineering, scope creep, and misalignment by injecting Socratic checkpoints into agent reasoning. - Supports Gemini API, OpenRouter and OpenAI models. - Logs errors for continuous improvement. - Trusted by 30k+ developers. - Strong CI and Security testing protocol built in. Integrate this metacognitive guardrail into your workflows, data pipelines, or agent-development stacks for robust AI safety and alignment. Visit https://pruthvibhat.com/work/vibecheck-mcp/ for more details. Links: https://murst.org/ https://pruthvibhat.com/ Author: Pruthvi Bhat Tags: metacognition, CPI, AI-safety, agent-frameworks, infrastructure-tools,

6.38k uses

google-scholar-search-server

Provide academic paper search capabilities by querying Google Scholar through a standardized MCP interface. Enable real-time streaming of search results and support multi-session interactions for seamless integration with AI models. Enhance research workflows by delivering structured scholarly data on demand.

1.29k uses

crypto-research-server

Provide a specialized MCP server that enables integration with cryptocurrency research data and tools. Facilitate access to crypto-related resources and operations to enhance LLM applications with up-to-date blockchain and crypto insights. Empower users to leverage crypto data seamlessly within their AI workflows.

2.49k uses

clear-thought-15

[FINAL UPDATE] future updates will be rolled out to Thoughtbox --> https://smithery.ai/server/@Kastalien-Research/clear-thought-two

23.92k uses

mcp-server-test

Provide a test implementation of an MCP server to validate and demonstrate MCP protocol features. Enable developers to experiment with MCP interactions and verify tool, resource, and prompt handling. Facilitate integration testing for MCP clients and servers.

2.29k uses

n8n-workflow-builder

Enable AI assistants to seamlessly manage and automate your n8n workflows. Create, execute, update, and monitor workflows directly through AI integration, enhancing your automation capabilities. Simplify workflow lifecycle management with secure, high-performance tools designed for AI-first environments.

477 uses

powershell-exec-server

Execute PowerShell commands securely with controlled timeouts and input validation. Retrieve system information, manage services, monitor processes, and generate scripts dynamically using templates. Benefit from built-in security features that block dangerous commands and ensure consistent JSON-formatted outputs for automation workflows.

8.05k uses

region-weather

Provide accurate and up-to-date weather information for any city or region worldwide through a simple and standardized interface. Enable AI models and clients to easily fetch weather data without requiring API keys. Deploy quickly with Docker support for seamless integration.

6.87k uses

vapi-mcp-server

Integrate your applications with Vapi APIs through seamless function calling. Enable scheduling and managing calls, assistants, and phone numbers directly from your MCP-enabled environment. Access Vapi's capabilities locally or remotely with ease and security.

74 uses

sally-ai-mcp

Chat with Sally about metabolic health and pay per interaction using x402 with your own wallet. Keep your private key on-device while enjoying transparent, verifiable micropayments. Use it from your preferred compatible client for a seamless experience.

11 uses

facebook-ads-data

Analyze performance across accounts, campaigns, ad sets, and ads with comprehensive insights. Retrieve account details, ads, ad sets, campaigns, and creatives in one place. Track changes with activity logs and streamline reporting over custom date ranges.

499 uses

youtube-transcript-server

Retrieve transcripts and subtitles from YouTube videos effortlessly. Analyze content with support for multiple languages and detailed metadata, enhancing your video processing workflows.

1.53k uses

multi-orchestrator

Coordinate specialized roles to plan, build, test, and deploy applications end to end. Generate architecture, automatically fix code, and produce comprehensive tests to accelerate delivery and improve quality. Monitor health and analytics to keep projects on track.

74 uses

ygo-chinese-card-database---ygocdbcom

Provide fast and easy access to Chinese Yu-Gi-Oh! card information and images through keyword search and ID queries. Integrate seamlessly with your applications to retrieve detailed card data and visuals. Support both stdio and Streamable HTTP modes for flexible deployment.

11.69k uses

playwright-automation

Automate web interactions effortlessly with this server. Enable your LLMs to navigate, extract data, and perform actions on web pages using structured accessibility snapshots, enhancing reliability and performance without the need for visual models.

90.97k uses

sqlite-explorer

Explore, query, and inspect SQLite databases with ease. List tables, preview results, and view detailed schema metadata to understand structure quickly. Verify connectivity and readiness with a quick health check.

550 uses

courtlistener-case-law-explorer

Search and analyze U.S. case law across thousands of courts using CourtListener’s open database. Find precedents, read full opinions, validate citations, study judge patterns, and check procedural requirements and legal trends. Search federal dockets, track case status, and analyze case timelines and documents when available.

145 uses

e2b-remote-server

Manage sandboxes, run commands, host websites, and read or write files remotely. Enable flexible and secure execution environments for diverse use cases. Simplify remote code execution and file management with sandbox isolation.

196 uses

coti-mcp-server

This tool lets you play with the COTI blockchain right from your AI assistant.

20.72k uses

airbnb-search-and-listing-details-server

Search Airbnb listings and retrieve detailed information about specific listings with ease. Get structured JSON data without needing an API key, while respecting Airbnb's robots.txt rules. Simplify your vacation rental planning by accessing comprehensive Airbnb data programmatically.

6.00k uses

tartunlp-translate

Translate text across supported language pairs, including Estonian, English, and Russian. Discover available languages and pairs on demand. Streamline multilingual workflows with straightforward translation.

239 uses

neo4j-agent-memory-server

Neo4j Agent Memory enables AI assistants to build and query persistent knowledge graphs. Store information as nodes, create meaningful relationships between them, and search across your connected data. Unlike simple key-value stores, this graph-based approach captures how information relates, providing rich context for more intelligent responses. ### Key Features: * **Store facts as nodes** - people, places, organizations, projects, events * **Connect with semantic relationships** - KNOWS, WORKS_AT, CREATED, MANAGES * **Word-tokenized search** - finds "John" OR "Smith" when searching "John Smith" * **Date filtering** - find memories created after specific dates * **Multi-hop traversal** - explore connections up to 3 levels deep * **Automatic timestamps** - track when memories were created * **Flexible schema** - use any label or property you need * **Relationship properties** - add context like "since: 2023" to connections * **10 specialized tools** - search, create, update, delete memories and connections * **LLM-friendly design** - simple atomic operations, AI handles the intelligence Build persistent, queryable knowledge graphs that grow smarter over time.

52 uses

doi-citation-verifier

A Model Context Protocol (MCP) server that prevents citation hallucination by verifying academic citations against multiple authoritative databases. This server enables AI assistants to verify every citation against real publications in CrossRef, OpenAlex, and PubMed before citing them.

337 uses

crypto-price--market-analysis-server

Provide real-time cryptocurrency price data and market analysis.

2.01k uses

sentry

Manage and investigate Sentry issues, events, traces, releases, and organizations from one place. Search for errors, run counts and performance queries, fetch attachments and DSNs, and navigate projects and teams. Analyze specific issues with root cause insights and pull relevant Sentry documentation on demand.

5 uses

drawing-tool-for-ai-assistants

Create and manipulate drawings with a simple canvas interface. Enhance your AI assistants by enabling them to draw filled shapes and export images effortlessly. Utilize this tool to bring visual creativity to your applications.

7.15k uses

gen-pdf-server

Generate professional PDF documents from markdown content with customizable styling options including dark mode and advanced page settings. Convert any github flavored markdown to high-quality PDFs using the Gen-PDF API. - page cover - TOC - complex tables - Callouts - Footnotes - Code hightlighting Enhance AI assistants with seamless PDF creation capabilities.

578 uses

mysql-explorer

An intelligent MySQL MCP Server with expert data analytics capabilities and comprehensive caching. Goes beyond basic querying to provide in-depth database analysis, relationship mapping, and user behavior insights with high-performance caching system.

729 uses

macrostrat-mcp

Explore global geologic data to answer questions about bedrock, formations, ages, and stratigraphy. Retrieve units, columns, minerals, timescales, and definitions for any location to build accurate geological context. Generate geology map tiles for quick visualization of areas of interest.

4.80k uses

virtual-traveling-bot

Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery Remote Edition now supports image compositing via nano-banana. Enjoy text-based journeys on the map. For more advanced usage, consider building it in a local environment. https://www.npmjs.com/package/@mfukushim/map-traveler-mcp If you connect without making any settings, it will operate in practice mode. Set the Google Maps API token, Turso SQLite API token, and Gemini Image API token to travel on real maps with the Smithery version. Streamable-http connection is now supported. Note: If the route cannot be determined, please re-specify the starting point. In rare cases, the coordinates of the starting point may be reset to 0, and we are currently investigating the cause.

4.82k uses

yanyue-cigarette-data

Fetch cigarette data from Yanyue by searching for cigarette information based on keywords. Integrate cigarette data retrieval seamlessly into your MCP client workflows. Enhance your applications with up-to-date cigarette information from Yanyue.cn.

883 uses

scientific-computation-mcp-server

This MCP server enables users to perform scientific computations regarding linear algebra and vector calculus through natural language. The server is designed to bridge the gap between users and powerful computational libraries such as NumPy and SymPy. Its goal is to make scientific computing more accessible.

25.73k uses

fal-ai-mcp

Explore and search fal models to find the right fit for your tasks. Generate content with any model and manage queued runs by checking status, fetching results, and cancelling when needed. Upload files and get shareable URLs for use in your runs.

220 uses

chrome-devtools-automation

Automate Chrome pages with clicks, form fills, navigation, and in-page scripting. Inspect console and network activity, take screenshots or text snapshots, and manage multiple pages. Analyze performance with trace recordings, throttling, and Core Web Vitals insights

8.03k uses

laravel-mcp-companion

Search and navigate Laravel documentation across versions, services, and popular packages in one place. Get tailored package recommendations, integration guides, and compatibility insights for your use case. Stay up to date with continuously refreshed documentation.

6.53k uses

pixellab

Generate animated pixel art characters, tilesets, and object directly from your AI coding assistant!

12 uses

context7

Provide up-to-date, version-specific code documentation and examples directly into your prompts to enhance coding accuracy and reduce hallucinated APIs. Seamlessly integrate with various MCP clients to fetch the latest library docs and improve your AI coding assistant's effectiveness. Simplify your development workflow by embedding real-time, reliable code context without switching tabs.

9.81k uses

code-runner

Execute JavaScript and Python code securely in isolated environments with comprehensive security restrictions. Pass dynamic input variables and receive detailed execution results including output, errors, and resource usage. Benefit from a security-first design that blocks dangerous operations and enforces execution timeouts to protect your system.

1.57k uses

github-integration-server

Enable seamless interaction with GitHub repositories, issues, pull requests, and user data through a unified interface. Manage repository content, search code and users, and handle issues and pull requests efficiently. Streamline your GitHub workflows by integrating these capabilities directly into your applications.

18.52k uses

pdf-text-reader

Extract text from local or online PDFs. Capture quotes and key sections for quick search, summarization, and citation. Speed up research and writing by eliminating manual copy-paste.

1.05k uses

datetime-context-provider

Provide LLMs with the current date and time context based on the server's system clock. Enable your agents to access accurate and up-to-date temporal information seamlessly. Simplify time-related queries and operations within your LLM workflows.

1.63k uses

academia

Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accelerate literature reviews. Download papers to text, compile manuscripts with LaTeX templates, and discover Hugging Face datasets to support experiments.

2.28k uses

airbnb-search

Find Airbnb stays by location, dates, guests, and price with precise filters. Get rich listing details, amenities, photos, and direct links to streamline booking decisions. Analyze listing photos and paginate through results to compare options quickly.

599 uses

jigsawstack-vocr

OCR + AI = Magic: Extract data from any image in a consistent structure with fine-tuned vLLMs for the highest accuracy. Learn more about AI backed OCR here: https://jigsawstack.com/docs/api-reference/ai/vocr Get your jigsawstack API key here: https://jigsawstack.com/dashboard/

1 uses

boardgamegeek

BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering of board game data, user collections, and profiles.

8.78k uses

seah-boon-keong---chat-with-opendosm-datasets

MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delivers: - 163 curated datasets (Department of Statistics Malaysia + sources) - Programmatic tools: discover, query, get latest, correlation, ARIMA forecasts (with fallback) Benefits: Accessibility - Economists, analysts, and policymakers can interact without technical barriers. Speed - Instant retrieval of complex datasets. Ability to support forecast and correlation features. Integration - Enable integration to dashboards that supports MCP. Sample Queries 1. What are the monthly CPI trends overall and by division (food, transport, housing)? 2. Which items are driving food inflation vs core inflation? 3. How sensitive is GDP growth to changes in key subcomponents (investment, consumption)?

276 uses

simulation-by-simpy

Simulate and analyze an M/M/1 queue to understand performance under different loads. Validate configurations and compute key metrics like utilization, waiting times, and queue lengths. Compare results with theory, generate ready-to-run code, and get parameter recommendations for target utilization.

680 uses

lexlink-ko-mcp

Search and retrieve Korean statutes and administrative rules with precise filters. Access English translations and drill down to articles, paragraphs, and sub-items. Explore linkages with local ordinances and delegated authority to speed up legal research.

297 uses

hubspot-mcp

Access and manage your CRM data seamlessly with 100+ tools in our HubSpot MCP implementation including manipulation of Contacts, Companies, and Associations. Follow the steps here to get a free Developer API Key (save as HUBSPOT_ACCESS_TOKEN): https://developers.hubspot.com/docs/guides/api/overview

3.45k uses

free-crypto-coin-data

Free live and historical cryptocurrency prices Provide real-time cryptocurrency price data to your applications. Enable seamless access to up-to-date coin prices through a standardized protocol. Enhance your agents with reliable financial data integration effortlessly. • free bitcoin price • bitcoin live price • ethereum live price • altcoin live prices • dogecoin price today • solana price live

1.95k uses

youtube-mcp

Search and browse videos, channels, and playlists to fetch titles, descriptions, stats, and durations. Retrieve multilingual, timestamped transcripts and search within captions for precise context. Surface channel and playlist insights quickly by listing items and details.

205 uses

chessagine

A comprehensive chess analysis (MCP) server that provides advanced chess analysis capabilities by implementing the Chess Context Protocol Server and integrating the Stockfish engine evaluation, positional theme analysis, opening databases, and chess knowledge. Allows LLMs to validate chess moves, visualize chess board via html, and do interactive chess puzzles, this brings the powerful chess analysis ChessAgine powers to your LLM!

115 uses

ctf-solver-mcp-50-security-tools-via-ai-interface

Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, perform penetration testing, and automate offensive security workflows across Pwnable, Crypto, Forensics, Cloud, and Web3.

650 uses

crypto-price--market-analysis-123

Provide real-time cryptocurrency data and market analysis. Access current prices, historical trends, and detailed market insights through an easy-to-use interface.

1.36k uses

met-museum-server

Access the Metropolitan Museum of Art's collection through natural language queries. Search for artworks, retrieve detailed information, and explore various departments effortlessly. Enhance your AI's capabilities with rich art resources and data.

13.00k uses

npm-sentinel-mcp

Provide AI-powered real-time analysis and intelligence on NPM packages, including security, dependencies, performance, and quality metrics. Enable faster and safer package management decisions by integrating with Claude and Anthropic AI. Deliver comprehensive insights such as vulnerability scanning, download trends, and maintenance status to optimize your npm ecosystem.

10.50k uses

reference-servers

Explore a variety of implementations that enhance Large Language Models with secure access to tools and data sources. Leverage these reference servers to integrate advanced functionalities into your applications effortlessly. Start building your own MCP server or utilize existing ones to unlock new capabilities for your LLMs.

5.63k uses

chainlink

Provide seamless access to Chainlink's decentralized oracle network services including real-time price feeds, verifiable randomness, cross-chain interoperability, automation, and proof of reserve. Enable AI developers to integrate reliable blockchain data and execute custom off-chain functions effortlessly. Simplify building decentralized finance, gaming, and cross-chain applications with comprehensive Chainlink ecosystem tools.

9 uses

stealthmole

Investigate cyber threats across the dark web, Telegram, and leak repositories with unified search. Monitor ransomware activity and exposed credentials to quickly assess risk. Drill into detailed findings to streamline incident response and threat hunting.

239 uses

status-observer

Monitor and query the operational status of major digital platforms in real-time. Get detailed status information for specific services and components with a simple query interface. Stay informed about platform health to quickly respond to service disruptions.

1.80k uses

smithery-hello

Provide a demo implementation of an MCP server showcasing basic MCP features. Enable integration with LLMs by exposing simple tools and resources for testing and development purposes. Facilitate understanding and experimentation with the Model Context Protocol.

883 uses

binance-cryptocurrency-market-data-service

Provide real-time cryptocurrency market data from Binance directly to AI agents. Access current prices, order books, candlestick charts, trading history, and price statistics seamlessly. Enable AI-driven queries about the latest market trends without visiting external sites.

1.79k uses

open-library-mcp-server

Enable AI assistants to search and retrieve detailed book and author information from the Open Library. Provide structured, consistent JSON responses for book titles, author details, and cover images. Enhance AI capabilities with comprehensive book and author data access via a standardized protocol.

3.63k uses

openwebsearch

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, Github, Juejin, and CSDN.

1.07k uses

malaysia-transit-mcp

A Model Context Protocol server that taps access to real-time bus and train information across 12 Malaysian cities. Get live arrivals, vehicle tracking, and route details from Rapid KL, Rapid Penang, and various BAS.MY services across Malaysia. Currently covering the following areas: - Kangar - Alor Setar - Penang - Klang Valley (Kuala Lumpur, Selangor, Putrajaya) - Melaka - Johor Bahru - Kota Bharu - Kuala Terengganu - Kuantan - Kuching - Ipoh - Seremban More areas to be covered soon! Note: this is NOT an official MCP server by the Government of Malaysia or anyone from Prasarana Malaysia, Ministry of Transport (MOT), Agensi Pengangkutan Awam Darat (APAD), KTM Berhad, or operators involved in BAS.MY operations.

136 uses

world-time

Get the current time anywhere and convert times across time zones. Plan meetings with confidence by comparing regions instantly. Automatically use your local timezone when needed.

394 uses

-mcp-server

一个提供查询鸣潮角色信息、配队、声骸、背景故事及攻略的MCP server 数据来自库街区

6.12k uses

formula-1-schedule

Provide up-to-date and historical Formula 1 race schedules for any specified year. Retrieve detailed race calendars including dates, circuit details, and session times with reliable data sources and caching for performance. Enable seamless integration of F1 calendar data into your applications via a simple MCP tool.

6.21k uses

google-drive-integration-server

Enable seamless interaction with Google Drive through a standardized interface. Manage files, folders, permissions, comments, and shared drives efficiently. Perform operations like file upload, search, version control, and change tracking with ease.

1.07k uses

ssh-remote-command-executor

Execute remote SSH commands and test SSH connectivity seamlessly through a standardized MCP interface. Manage SSH sessions securely by configuring connection details via environment variables or remote server UI. Simplify remote server management by integrating SSH operations directly into your MCP-enabled workflows.

8.53k uses

serper-search-and-scrape

A TypeScript-based MCP server that provides web search and webpage scraping capabilities using the Serper API. This server integrates with Cursor, Cline, Claude Desktop, and any MCP-compatible client to enable powerful web search and content extraction features in one convenient package.

964 uses

wapulse-whatsapp-mcp-server

Provide an MCP server interface for the WaPulse WhatsApp Web API, enabling integration and interaction with WhatsApp Web through the Model Context Protocol. Facilitate seamless communication and automation for clients using MCP-compatible tools and resources.

5.05k uses

china-stock-insights

Access real-time and historical market data for China A-shares and Hong Kong stocks, along with news and macro indicators. Retrieve financial statements, key ratios, shareholder and insider activity, sentiment analysis, and company profiles to power investment research and strategies.

1.78k uses

financial-research

Analyze stocks with summaries, SEC filings, analyst targets and recommendations, dividends, splits, holders, and financial statements. Track insider activity and sector and industry context to inform investment decisions. Summarize lengthy SEC filings into clear, actionable takeaways.

2.71k uses

dincoder

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: > - **Using Claude Code?** → Install the [Plugin](#-claude-code-plugin-recommended-for-claude-code) (easier, includes slash commands & agents) > - **Using VS Code/Codex/Cursor?** → Install [MCP Server Only](#installing-via-smithery) (plugins not supported) > > ⚠️ **Don't install both!** The plugin automatically installs the MCP server - installing both may cause conflicts. DinCoder brings the power of GitHub Spec Kit to any AI coding agent through the Model Context Protocol. It transforms the traditional "prompt-then-code-dump" workflow into a systematic, specification-driven process where specifications don't serve code—code serves specifications. 🌟 The Power Inversion: A New Development Paradigm For decades, code has been king. Specifications were scaffolding—built, used, then discarded once "real work" began. PRDs guided development, design docs informed implementation, but these were always subordinate to code. Code was truth. Everything else was, at best, good intentions. Spec-Driven Development inverts this power structure: Specifications Generate Code: The PRD isn't a guide—it's the source that produces implementation Executable Specifications: Precise, complete specs that eliminate the gap between intent and implementation Code as Expression: Code becomes the specification's expression in a particular language/framework Living Documentation: Maintain software by evolving specifications, not manually updating code This transformation is possible because AI can understand complex specifications and implement them systematically. But raw AI generation without structure produces chaos. DinCoder provides that structure through GitHub's proven Spec Kit methodology. Plugin install : **Step 1: Add the DinCoder marketplace** ```bash # In Claude Code /plugin marketplace add flight505/dincoder-plugin ``` **Step 2: Install the plugin** ```bash /plugin install dincoder ```

129 uses

akshare-one-mcp-server

Provide access to Chinese stock market data including historical prices, real-time data, news, and financial statements. Retrieve comprehensive financial information for stocks with flexible parameters. Enhance your financial analysis and decision-making with up-to-date market insights.

8.85k uses

pokmon-information-server

Provide detailed Pokémon data and information through a standardized MCP interface. Enable LLMs and applications to query and retrieve Pokémon-related content efficiently. Enhance your agents with rich, structured Pokémon knowledge.

21.95k uses

frankfurtermcp

A MCP server for the Frankfurter API for currency exchange rates.

6.81k uses

korea-tour

Explore the rich cultural heritage and attractions of Korea. Access detailed tourism information, including attractions, festivals, and accommodations tailored to your interests. Easily search for tourism content based on area codes, keywords, or locations to plan your perfect trip.

854 uses

ordiscan-mcp-server

Access real-time blockchain data with a set of 29 tools integrated with the Ordiscan API. Perform authenticated queries on Bitcoin addresses, inscriptions, transactions, collections, runes, BRC-20 tokens, and sats.

3.46k uses

vercel-domains

Check availability of different domains via Vercel's Domain Search

330 uses

mcp-server-for-singapore-government-open-data

Provide seamless access to open datasets and collections from data.gov.sg. Enable searching, metadata retrieval, and filtered dataset downloads for analysis.

14.18k uses

lulu-print

Integrate print-on-demand services with your applications by managing print jobs, validating files, calculating costs, and handling shipping through Lulu Print API. Streamline book printing workflows and track order statuses seamlessly. Enable webhook subscriptions for real-time print job updates.

1.73k uses

jworg-content-tools

Provide seamless access to JW.org content including NWT Bible Content (verses, study notes), Christian Life and Ministry workbooks, Watchtower articles, and video captions. Automatically handle current and past issues for accurate content retrieval. Enable easy downloading of text content and video subtitles to enhance study and research workflows by use of AI LLM models.

6.29k uses

defillama-api-proxy-server

Enable AI assistants to interact seamlessly with the DefiLlama API by translating MCP tool calls into API requests. Dynamically generate tools from the DefiLlama OpenAPI specification to provide up-to-date and comprehensive DeFi data access. Simplify integration with DefiLlama's public API through a standardized MCP interface.

101 uses

obsidian-vault

Search your Obsidian vault to quickly find notes by title or keyword, summarize related content, and surface open tasks and links. Generate and update frontmatter metadata automatically to keep titles, tags, and summaries accurate. Streamline knowledge management by keeping your vault organized and consistent.

42 uses

chromium-latest-commit

Query the latest commit information for any file in the Chromium repository with detailed commit data including hash, author, timestamp, message, modified files, and diffs. Integrate seamlessly with MCP-compatible tools via the provided MCP server to enable programmatic access and automation. Utilize multiple interfaces including CLI, Python API, and Docker for flexible deployment and usage.

4.64k uses

ipma-weather-data-server

Provide real-time and forecast meteorological data for cities across Portugal using natural language queries. Access weather forecasts, seismic data, UV index, and active weather warnings seamlessly. Enable users to retrieve detailed observations from IPMA weather stations and explore available locations effortlessly.

2.24k uses

starknet-mcp-server

A comprehensive Model Context Protocol (MCP) server for the Starknet blockchain. This server provides AI agents with the ability to interact with Starknet networks, query blockchain data, manage wallets, and interact with smart contracts.

2.37k uses

amadeus-flight-search-server

Enable natural language flight search capabilities by integrating with the Amadeus Flight Offers Search API. Retrieve detailed flight options including times, airlines, and pricing by specifying origin, destination, dates, and passenger details. Empower your AI assistant to provide real-time flight data seamlessly.

375 uses

korea-weather

Get real-time conditions and ultra-short-term forecasts across South Korea. Check current temperature, precipitation, wind, and humidity for a location, plus a concise summary of the next three time slots. Use reliable national meteorological data to power planning, alerts, and automations.

363 uses

sheeter

Create new Google Sheets and read data from existing ones. Automate reporting, dashboards, and data pipelines by generating and retrieving sheet content on demand. Streamline workflows by integrating sheet operations into your apps.

627 uses

taskmaster

Manage and validate tasks intelligently with a single gateway tool that ensures strict validation, environment awareness, and anti-hallucination. Track progress, evidence, and environment capabilities seamlessly within sessions. Enhance task management with dynamic validation rules and comprehensive session lifecycle handling.

693 uses

whoop

Access your WHOOP fitness data—overview, sleep, recovery, strain, and healthspan—right where you work. Track daily trends and surface insights to understand readiness, workload, and sleep quality. Get quick summaries or deep dives by date to guide training and recovery decisions.

3.20k uses

diagrams

A local/remote MCP server for generating infrastructure and architecture diagrams as code using the Python [diagrams](https://diagrams.mingrammer.com/) library ## Features **5 Diagram Tools** for infrastructure, architecture, and flowcharts: - **Infrastructure Diagrams** - 15+ providers (AWS, Azure, GCP, K8s, On-Prem, SaaS) - **500+ Node Types** - Compute, database, network, storage, security - **Custom Icons** - Web URLs (HTTPS) and local files - **Flowcharts** - 24 shapes for process diagrams - **Validation** - Dry-run before generation **Advanced Capabilities:** - Multiple output formats (PNG, PDF, JPG, DOT) - Cluster grouping with unlimited nesting - Edge styling (colours, labels, line styles) - Graphviz attribute customisation ## Installation **System Requirements:** - Graphviz must be installed: - macOS: `brew install graphviz` - Ubuntu/Debian: `sudo apt-get install graphviz` - Windows: Download from https://graphviz.org/download/ ### IDEs [](vscode:mcp/install?%7B%22name%22%3A%22diagrams%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22diagrams-mcp%22%5D%7D) [](https://cursor.com/en-US/install-mcp?name=diagrams&config=eyJjb21tYW5kIjoidXZ4IGRpYWdyYW1zLW1jcCJ9) ### Claude Desktop Add to your `claude_desktop_config.json`: **For published package:** ```json { "mcpServers": { "diagrams": { "command": "uvx", "args": ["diagrams-mcp"] } } } ``` **For local development:** ```json { "mcpServers": { "diagrams:local": { "command": "uv", "args": [ "--directory", "/ABSOLUTE/PATH/TO/diagrams-mcp", "run", "diagrams-mcp" ] } } } ``` ### Claude Code **Quick setup (CLI):** Published package: ```bash claude mcp add --transport stdio math -- uvx diagrams-mcp ``` **Team setup (project-level):** Add `.mcp.json` to your project root: ```json { "mcpServers": { "diagrams": { "command": "uvx", "args": ["diagrams-mcp"] } } } ``` **Verify installation:** ```bash claude mcp list ``` Or check in IDE: View → MCP Servers, or use `/mcp` command. ## Try It Once installed, try these prompts: - "Create an AWS 3-tier web application diagram with Route53, ELB, EC2 instances, and RDS" - "Generate a Kubernetes microservices architecture with ingress, services, and pods" - "Build a flowchart for a CI/CD pipeline with decision points" - "Create a diagram using a custom icon from my company logo URL" - "Show me all available AWS compute nodes" Map to tools: `create_diagram`, `create_diagram_with_custom_icons`, `create_flowchart`, `list_available_nodes`, `validate_diagram_spec` ## Tool Reference All tool parameters and descriptions are available in your IDE's autocomplete. ### Diagram Generation (3 tools) | Tool | Description | | ---------------------------------- | ------------------------------------------------------------ | | `create_diagram` | Full infrastructure/architecture diagrams with all providers | | `create_diagram_with_custom_icons` | Diagrams with custom node icons from URLs or local files | | `create_flowchart` | Simplified flowchart creation with 24 process shapes | ### Discovery & Validation (2 tools) | Tool | Description | | ----------------------- | ------------------------------------------------------------- | | `list_available_nodes` | Search 500+ available nodes by provider, category, or keyword | | `validate_diagram_spec` | Dry-run validation before generation | ## Custom Icons ### Web URL Icons - HTTPS-only (HTTP rejected) - 5MB file size limit - 5-second download timeout - Image format validation (PNG, JPG) - Automatic caching (~/.diagrams_mcp/icon_cache) ### Local File Icons - Path validation (file must exist) - Format validation - Sandboxed execution

19 uses

pymcp

Primarily to be used as a template repository for developing MCP servers with FastMCP in Python, PyMCP is somewhat inspired by the official everything MCP server in Typescript.

4.89k uses

endless

MCP server for Endless, an all-in-one platform to collaborate, transform, and create content.

1.29k uses

hubspot-crm-api-server

Provide standardized access and management of HubSpot CRM data through a comprehensive MCP server. Enable efficient CRM operations including object management, advanced search, batch processing, and association handling. Simplify integration with type-safe validation and extensive support for all major CRM entities and engagement types.

1.55k uses

polymarket

Discover and filter Polymarket prediction markets and events by tags, volume, liquidity, and activity. Analyze individual markets with probabilities, market health, and recent trade insights to inform decisions. Track trends across categories to spot opportunities and compare sentiment over time.

4.21k uses

homeharvest

Scrape real estate listings with flexible filters for location, property type, date range, and more. Retrieve comprehensive property details to power research, comps, and market analysis. Streamline data collection for investing, valuation, and lead generation. https://github.com/ZacharyHampton/HomeHarvest

441 uses

aws-docs-and-regions

A fully managed remote MCP server that provides up-to-date documentation, code samples, knowledge about the regional availability of AWS APIs and CloudFormation resources, and other official AWS content.

622 uses

file-extractor-service

Extract content and metadata from various file formats including PDF, DOC, DOCX, PPTX, CSV, and XLSX. Support both URL downloads and direct file uploads with integrated search and pagination for spreadsheets. Automatically handle Google Drive and other supported cloud storage URLs for seamless file access.

335 uses

herb-lookup

Map genes, targets, diseases, herbs, and ingredients within the HERB database. Resolve gene symbols and disease names to HERB IDs, then surface the most significant herb and ingredient associations. Speed up pharmacology and TCM research with quick, curated lookups.

469 uses

deep-dive-mcp-server

Provide a customizable MCP server implementation that integrates with Claude Desktop and other clients. Enable dynamic loading and execution of tools and resources via the Model Context Protocol to enhance LLM applications. Simplify installation and deployment with support for Smithery and containerized environments.

4.83k uses

coti-private-assets

Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer tokens and NFTs with privacy. Monitor balances, allowances, ownership, and transaction status, and decode event logs when needed. Securely sign, verify, and encrypt or decrypt values to build privacy-preserving workflows across testnet or mainnet.

270 uses

rss-reader

Track and browse RSS feeds with ease. Fetch the latest entries from any feed URL and extract full article content for clean, distraction-free reading. Save or analyze articles in a consistent, structured format.

1.33k uses

leave-manager

Track and manage employee leave with instant access to balances and history. Retrieve comprehensive employee profiles and recent activity, and generate work reports for selected timeframes. Search by name, designation, email, or employee number to find the right person fast.

131 uses

alphavantage-mcp-server

Access real-time and historical stock market data effortlessly. Integrate stock market insights into your applications using the Alphavantage API with this MCP server. Get started quickly by configuring your API key and running the server to fetch market data.

343 uses

google-calendar-integration

Enable seamless interaction with Google Calendar through a standardized protocol. Manage events, retrieve calendar data, and automate scheduling tasks efficiently. Enhance your applications by integrating calendar functionalities with ease.

518 uses

bazi-calculator

Provide precise Bazi (Chinese metaphysical) calculations to empower AI agents with accurate personality and destiny insights. Enable reliable and community-driven Bazi data services for applications in fortune-telling and Chinese metaphysics. Join a collaborative platform to advance traditional cultural analysis with AI.

1.21k uses

memory-graph

Remember user details and preferences across conversations. Organize facts into connected profiles for richer, long-term context. Search, update, and automatically extract locations to keep memories accurate and actionable.

67 uses

reddit-mcp-smithery

Create personalized greetings for people or groups in seconds. Toggle a playful pirate mode to change the tone. Explore the origin of 'Hello, World' for fun context.

687 uses

wordpress--woocommerce-api-server

Expose WordPress and WooCommerce REST API tools to enable seamless integration and interaction with WordPress sites. Facilitate automated content management and e-commerce operations through standardized tool calls. Enhance your applications by leveraging WordPress data and functionality programmatically.

518 uses

quickchart-server

Generate various types of charts effortlessly using QuickChart.io. Create chart images by providing data and styling parameters, and download them directly to your local system. Enhance your data visualization capabilities with customizable chart options and easy integration.

11.07k uses

think-tool-server

Enhance Claude's reasoning capabilities with a dedicated tool for structured thinking. Use this tool to navigate complex problem-solving tasks effectively, ensuring adherence to policies and improving decision-making processes. Optimize your interactions with Claude by leveraging the think tool for better outcomes in multi-step analyses.

2.87k uses

githru-insights

Discover top contributors by file, branch, or PR area to route reviews and clarify ownership. Assess pull requests with impact metrics to surface risky changes and long-tail hotspots. Visualize repository storylines and author work patterns to plan refactors and improve collaboration.

300 uses

atom-of-thoughts

Enhance your applications with intelligent thought processing capabilities. Leverage advanced language models to generate, analyze, and manipulate ideas seamlessly. Transform your workflows with powerful context-aware interactions.

280 uses

dokploy-deployments

Manage Dokploy projects, applications, databases, domains, and backups from one place. Deploy from Git repositories, monitor status and logs, and control start/stop/restart actions effortlessly. Streamline workflows with guided prompts for app deployment, database setup, and troubleshooting.

51 uses

todoist-integration

Connect your LLM to interact with Todoist tasks and projects. Access all the Todoist API right from your LLM.

874 uses

aim-guard

Provide AI-powered security analysis and safety instruction tools to protect AI agents during MCP interactions. Analyze text content for harmful or inappropriate material and enhance user prompts with security instructions. Ensure safer AI interactions with contextual security guidelines and real-time threat detection.

3.28k uses

playwright

Automate web browsing with fast, reliable actions driven by structured page snapshots. Click, type, navigate, manage tabs, and extract content without screenshots or vision models. Get deterministic results for testing, research, and routine web tasks.

68 uses

limitless-ai-lifelog-access

Enable AI assistants to seamlessly access and analyze your personal lifelog data recorded by Limitless AI. Retrieve, search, and understand your daily conversations and activities to enhance productivity, decision-making, and content creation. Integrate your lifelog with AI for context-aware assistance and intelligent insights.

376 uses

firestore-server

Provide secure, permission-controlled access to Firebase Firestore databases through a standardized MCP interface. Enable AI assistants and other clients to perform full CRUD operations, advanced queries, batch operations, and transactional updates with granular collection and operation-level permissions. Ensure data consistency and security with default deny rules and fine-grained access control.

2.85k uses

tavily

Search the web for high-quality, up-to-date results, extract clean content, crawl sites, and map topics. Streamline research, competitive analysis, and content gathering with fast, targeted queries. Consolidate findings into actionable insights.

131 uses

korea-weather

Get real-time weather conditions and short-term forecasts across Korea. Check temperature, precipitation, wind, and humidity for a given location. Plan the next few hours with concise summaries of the next three time slots.

216 uses

mindbridge

Unify and supercharge your LLM workflows by connecting your applications to any model. Easily switch between various LLM providers and leverage their unique strengths for complex reasoning tasks. Experience seamless integration without vendor lock-in, making your AI orchestration smarter and more efficient.

2.84k uses

anilist-mcp-server

Access and interact with anime and manga data seamlessly. Retrieve detailed information about your favorite shows, characters, and user profiles with ease. Enhance your LLM applications with rich anime and manga content from AniList.

5.49k uses

docdex

Index and search your project’s docs locally to surface precise, copy-ready snippets. Keep context fresh by reindexing changed files on demand. Open files, list indexed docs, and pull summaries to ground your work in authoritative sources.

12 uses

thaita

Analyze covered calls to pinpoint optimal strikes and expiration dates. Visualize probability of assignment and profit/loss to compare scenarios quickly. Understand recommendations with clear, multi-factor explanations and interactive breakdowns.

13 uses

-p-link-x402-on-solana---email-to-wallet

P-Link makes it incredibly easy for your AI agents to send money, receive payments, pay x402 links and manage a wallet — instantly, anywhere in the world 🌍⚡️. Any email or phone number becomes a wallet — no signup flow, no crypto knowledge required. Users can even create their P-Link account directly from your client 🆕 and top it up by credit card or Solana tokens 💳🪙. P-Link also supports the x402 standard, which allows your agents to pay 402 payment links — meaning an AI can buy things online safely and autonomously using P-Link 🔗🤖. A P-Link is a payment link, that you can open in order to access a payment page. The payment page can accept credit card payment, or any token on Solana for payment (the token will be converted to USDC during transaction). 💡 What P-Link x402 MCP Server Enables ✔️ Instant account creation from any client ✔️ Top up your wallet via credit card or Solana ✔️ Send money to any email or phone number 💸 ✔️ Request payments and generate P-Link payment pages (usable by humans & agents) ✔️ P-Links are compatible with the x402 standard — an AI agent can open a link, check the price, and pay it automatically ✔️ Pay existing 402 links (buy online products, pay for APIs, unlock digital content, etc.) ✔️ Access wallet data (balance + public address) 🧾 ✔️ View the full transaction history 📜 With P-Link, your AI agents don’t just talk — they can act, transact, and interact with the real world 🚀🤖💰

66 uses

hostex-property-management

Manage your Hostex vacation rentals—properties, reservations, availability, listings, and guest messaging—from one place. Automate tasks like blocking dates, updating prices, sending guest messages, and handling reviews and lock codes. Search and filter data fast, create direct bookings, and keep calendars and custom fields in sync.

258 uses

eve-online-market-data-server

Provide real-time access to EVE Online market data including prices, orders, history, and statistics. Enable detailed market analysis and structure-specific order retrieval with support for authentication and pagination. Simplify integration with EVE Online's ESI API for dynamic market insights.

3.22k uses

python-execute

Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute snippets instantly. Prototype, test, and share reproducible results with ease.

361 uses

lottiefiles-server

Search and retrieve Lottie animations effortlessly. Access detailed information about specific animations and discover popular animations with ease. Enhance your projects with dynamic animations from LottieFiles.

4.13k uses

model-context-protocol-server

Integrate your applications with real-world data and tools seamlessly. Access files, databases, and APIs while leveraging the power of language models to enhance your workflows. Simplify complex interactions and automate tasks with a standardized approach.

2.93k uses

pentestthinking-

PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework Part of the LIMA Research Project – Accepted at IEEE FMLDS 2025 Developed by Mohammad Ibrahim Saleem, Cybersecurity Researcher, University of Houston PentestThinkingMCP is an AI-powered MCP (Model Context Protocol) server developed as part of the LIMA research project. This work was recently accepted as a full paper at IEEE FMLDS 2025. The server automates and optimizes penetration testing workflows by planning complex, multi-stage attack paths using advanced reasoning methods such as Beam Search and Monte Carlo Tree Search (MCTS) enabling efficient, adaptive, and intelligent exploitation in both real-world and CTF environments. 🚀 Core Features AI-generated step-by-step attack recommendations Context-aware tool suggestions aligned with vulnerabilities Critical path analysis to maximize impact with minimal noise Autonomous attack chain simulation with dynamic environment modeling This framework helps red teamers, researchers, and ethical hackers adopt a strategic, AI-assisted offensive mindset, moving beyond traditional one-off exploits. 📢 Citation Request If you use PentestThinkingMCP in your research, academic work, or projects, please cite our paper: “LIMA: Leveraging Large Language Models and MCP Servers for Initial Machine Access” – IEEE FMLDS 2025.

4.23k uses

mcp-server

Integrate your applications with real-world data and tools seamlessly. Access files, databases, and APIs while leveraging the power of language models to enhance your workflows. Simplify complex interactions and automate tasks with a standardized protocol.

2.21k uses

todoist-

Manage tasks, projects, sections, and labels in Todoist from your workflow. Create, update, complete, and batch-edit items using natural language and flexible filters. Streamline daily planning, project organization, and team coordination without switching contexts.

117 uses

boe

Search, read, and analyze consolidated Spanish legislation from the Boletín Oficial del Estado (BOE). Track daily BOE publications and open official PDFs, HTML, and consolidated texts. Filter by department, legal rank, subject, date range, and validity to pinpoint exactly what you need.

1.62k uses

openproject-integration-server

Enable AI agents to interact seamlessly with your self-hosted OpenProject instance by creating, retrieving, updating, and deleting projects and tasks. Facilitate project management automation through a serverless MCP interface deployed on Netlify. Connect remote clients securely using SSE bridging tools for real-time operations.

1.50k uses

webex-messaging-server

Enable AI assistants to fully interact with Cisco Webex messaging by sending messages, managing rooms, teams, users, webhooks, and enterprise features. Access a comprehensive set of 52 tools covering all major messaging operations with secure, production-ready deployment options including Docker and dual transport modes. Simplify collaboration automation and integration with centralized configuration and enterprise authentication support.

5.37k uses

fastmail-calendar

Allow an AI to Create, Read, Modify, or Delete events in your Fastmail Calendar

38 uses

dowhistle

Find nearby service providers and instantly create requests from natural language. Manage your profile and visibility while tracking active whistles in one place. Search by location and keyword to get relevant results fast.

109 uses

voluntary-price-for-the-small-consumer-pvpc

Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.

111 uses

unreal-engine-control

Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate editor workflows by spawning actors, sculpting landscapes, building lighting, and creating materials, blueprints, and effects. Design cinematic shots, set up lighting rigs and day–night cycles, and run playtests and screenshots from your workspace.

1 uses

nanci-literature-review-assistant

Conduct comprehensive literature reviews efficiently by searching research papers, retrieving detailed paper content, and automatically formatting citations with clickable links. Enhance your research workflow with smart references and easy access to relevant academic resources. Integrate seamlessly with your research tools to streamline paper discovery and review.

451 uses

calculator-service

Provide precise and efficient calculation capabilities to your agents. Enable seamless arithmetic operations through a standardized interface. Enhance your applications with reliable mathematical computations.

853 uses

selfhosted-supabase

Control your self-hosted Supabase from your development environment. Browse schemas, run SQL, manage migrations and auth users, inspect stats, and work with storage and realtime. Generate TypeScript types to keep your code in sync.

233 uses

immolog-mcp-sse-server

Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Immolog's business tools and prompts. Enable seamless connection with LibreChat and other clients for real-time data and action handling. Customize and extend the server to fit specific business needs with ease.

4.87k uses

gl-tekin-mhendislik

Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma, yazma, güncelleme ve silme işlemleri. Gelişmiş filtreleme ve SEO desteği ile mühendislik iş akışlarını otomatikleştirin.

808 uses

youtube-data-server

Provide token-optimized, structured YouTube data to enhance your LLM applications. Access efficient tools for video search, detailed metadata retrieval, transcript fetching, channel analysis, and trend discovery. Reduce token consumption and improve performance with AI-tailored data formats.

21 uses

brasilapi-mcp-server

Query a variety of data from Brasil resources seamlessly. Access information on postal codes, area codes, banks, holidays, taxes, and more through a unified interface. Enhance your AI agents and applications with rich and updated data from BrasilAPI effortlessly.

5.02k uses

joeapi

Manage construction project data across clients, contacts, proposals, estimates, schedules, tasks, and subcontractors. Streamline creating, updating, and retrieving records with paginated lists and validation. Maintain accountability with audit trails and safely archive records without losing history.

1.38k uses

gemini-imagen4

Generate stunning images from text descriptions using Google's cutting-edge Imagen 4.0 models. Customize image generation with multiple model variants, aspect ratios, and output formats. Browse and manage generated images locally through the MCP protocol with built-in safety filtering.

37 uses

us-weather

Get U.S. weather alerts, forecasts, and observations, including aviation products like TAFs and SIGMETs. Explore radar, station, and zone data to power location-aware features. Stay ahead of hazards with filters by state, region, or public zone.

202 uses

logodev

Search and retrieve company logos by brand or domain. Customize size, format, and theme to match your design needs. Accelerate design, prototyping, and content workflows with reliable direct logo URLs.

4 uses

swapi-server

Provide seamless access to Star Wars API data for your applications. Fetch, manipulate, and integrate Star Wars universe information effortlessly. Enhance your projects with rich, structured data from the iconic franchise.

1.44k uses

specforged

Create and evolve clear software specifications from requirements and design to implementation planning and execution. Use a guided wizard to progress through phases, generate actionable task plans, and track progress and dependencies. Integrate with your project files to keep requirements, designs, and tasks aligned.

115 uses

leetcode-mcp-server

Access LeetCode problems, user information, and contest data seamlessly. Enhance your AI assistants with fast and efficient queries to LeetCode's extensive resources. Utilize both CLI and programmable API for flexible integration.

1.13k uses

linear

Interact with Linear project management through AI assistants. Access and manage your Linear projects, issues, and teams seamlessly with AI-driven commands. Enhance your productivity by automating project management tasks effortlessly.

58 uses

pcpro-mcp-mysql

Explore and query your MySQL database with ease. List tables, inspect table structures, and run SELECT queries to fetch results fast. Streamline debugging and analysis by getting schema details and data in one place.

93 uses

email-sender-server

Send emails via SMTP using a simple MCP tool. Easily integrate email sending capabilities into your applications or agents with a single tool call. Configure SMTP settings via environment variables for flexible deployment.

541 uses

example-mcp-server

Provide a fast and easy-to-build MCP server implementation to integrate LLMs with external tools and resources. Enable dynamic interaction with data and actions through a standardized protocol. Facilitate rapid development of MCP servers following best practices.

548 uses

poke-image-mcp

Browse, inspect, convert, and resize images from a local library. Generate thumbnails, extract metadata, and retrieve files in common formats. Streamline image prep for previews, responsive layouts, and format optimization.

560 uses

financial-data

Access company financial statements, current and historical stock prices, crypto data, news, and SEC filings in one place. Track prices over custom ranges and intervals to power analysis and monitoring. Speed up research with quick retrieval of fundamentals, headlines, and filings.

30 uses

relate-account-python-server

Provide identity linkage and analysis by querying user-related information across platforms using web3.bio's GraphQL API. Enable clients to retrieve and analyze user identity bindings efficiently. Facilitate integration via a streamable HTTP MCP server interface.

249 uses

ds-mcp-server

Test prompts by instantly reflecting your message back. Validate formatting and round-trip behavior in your workflows. Debug integrations quickly with a predictable response.

698 uses

wolfram-alpha-llm-api

Given LLM's struggle with accurate mathematics and truth having the power of Wolfram Alpha is a huge improvement. Wolfram Alpha's LLM API computational knowledge engine through natural language queries to perform mathematical calculations, scientific computing, geographic information retrieval, and data analysis. Query facts about history, art, astronomy, and more with ease. Handle ambiguous queries with assumption-based clarifications for precise results.

28 uses

lunch-flow-connect-your-banks-and-financial-data

Connect your bank accounts to view real-time balances, transactions, and spending insights. Search and compare activity across accounts, merchants, and categories to answer money questions quickly. Access coverage for 20,000+ banks in 40+ countries through your [Lunch Flow](https://lunchflow.app) account.

20 uses

coti

Manage COTI accounts, switch networks, and sign or verify messages. Deploy and manage private ERC20 tokens and ERC721 NFTs, including minting, transfers, approvals, and balance or supply checks. Call smart contracts and monitor transactions while keeping token values and metadata private.

354 uses

geo-news-mcp-server

Provide localized news content dynamically based on geographic data. Enable agents to access and retrieve news resources tailored to specific locations. Enhance context-aware information retrieval for applications requiring up-to-date regional news.

688 uses

expo-dev-assistant

Manage Expo and React Native projects from setup to release. Trigger cloud builds, publish over-the-air updates, and submit releases to App Store and Google Play with clear status and logs. Run diagnostics, validate configuration, and access relevant docs to resolve issues faster.

18 uses

bodrum-mcp-server

Provide a flexible and extensible server implementation for the Model Context Protocol to enable dynamic integration of LLMs with external data, tools, and prompts. Facilitate seamless interaction between language models and real-world resources through a standardized JSON-RPC interface. Enhance LLM applications by exposing customizable capabilities and resources securely and efficiently.

65 uses

clockify-time-tracking-integration-server

Provide seamless integration with Clockify's time tracking API through a comprehensive set of MCP tools. Manage workspaces, users, projects, tasks, time entries, tags, reports, user groups, and custom fields efficiently. Enable AI assistants and automation workflows to interact with Clockify data securely and effectively.

146 uses

outscraper-google-maps-data-extractor

Provide reliable access to Google Maps business and place data extraction services, including detailed search and customer reviews. Enhance your data with enrichment options, multi-language support, and regional filtering to tailor results. Enable high-volume asynchronous processing for scalable data extraction workflows.

189 uses

black-lotus

Create structured plans, break them into actionable tasks, and define roles for execution. Turn goals into clear deliverables and responsibilities. Accelerate project planning and coordination.

77 uses

world-bank-data-mcp

Search 1,000+ World Bank economic and social indicators for 200+ countries. Filter by year, country, and demographics to access 60+ years of historical data. Compare results to surface the latest figures and trends.

753 uses

krds-design-system

Build interfaces that follow the Korea Responsive Design System (KRDS) faster. Search and insert official components, retrieve ready-to-use HTML, and explore color, spacing, and typography tokens. Validate your code for KRDS compliance and accessibility and get actionable improvement suggestions.

2.27k uses

littlesis-api-server

Provide access to the LittleSis API to track corporate power and accountability. Enable querying and exploring relationships and entities related to corporate influence. Facilitate integration of corporate data into LLM applications for enhanced context and insights.

869 uses

cgpj-server

Busca jurisprudencia del CGPJ con filtros avanzados como en el portal oficial. Obtén enlaces oficiales y referencias completas de cada resolución. Consigue la URL del PDF oficial para agilizar la revisión y el archivo cumpliendo el aviso legal.

127 uses

openbb-widgets-json-mcp

An MCP server that exposes the OpenBB widgets.json specification as structured, callable tools. Instead of parsing long-form documentation, developers (and AI coding assistants like Claude Code) can directly query widget types, inputs, and configuration examples through this server. Each widget type is mapped to its own tool—making it easy to generate, mix, and match valid JSON specs when building new OpenBB apps. The server is built with FastMCP, programmatically generated from the OpenBB developer docs, and hosted on Smithery.ai for discoverability.

74 uses

oura-mcp

Connect to your Oura Ring data to retrieve sleep, activity, readiness, heart rate, stress, and workout metrics. Analyze recent sleep patterns, summarize activity, and check recovery status with clear, actionable insights. Track trends over time and bring your wellness metrics into your workflows.

27 uses

my-first-mcp-server

Provide a simple and easy-to-run MCP server implementation that supports stdio and SSE transports. Enable seamless integration with MCP clients using Node.js or Docker environments. Facilitate quick startup and testing of MCP capabilities for development and experimentation.

635 uses

c-uml-class-diagram-generator

Generate UML class diagrams from C++ source code by analyzing class structures, inheritance, and members. Produce PlantUML-compatible diagrams to visualize your C++ project architecture easily. Integrate seamlessly as a script or module for automated UML generation.

181 uses

runescape-wiki-rs3

This MCP server provides AI assistants with real-time access to RuneScape 3 game data through the RuneScape Wiki APIs. It enables AI systems to retrieve current Grand Exchange prices, detailed item information (including stats, examine text, and alchemy values), historical price trends with configurable time intervals, and player statistics from the official hiscores across different game modes (normal, ironman, hardcore ironman). The server acts as a bridge between AI applications and RuneScape's extensive database, allowing for dynamic queries about items, market analysis, player progression tracking, and game-related assistance without requiring direct API knowledge or authentication from the end user.

21 uses

context7

Provide up-to-date, version-specific code documentation and examples directly within your prompts to improve coding accuracy and reduce hallucinated APIs. Seamlessly integrate with your preferred MCP client to fetch the latest library docs and code snippets from the source. Enhance your coding workflow with instant, reliable, and context-aware documentation support.

587 uses

national-parks-server

Access real-time information about U.S. National Parks, including park details, alerts, activities, and visitor center information. Discover parks based on your interests and plan your next adventure with ease.

150 uses

context7

Get up-to-date, version-specific documentation and code examples from official sources directly in your prompts. Eliminate hallucinated APIs and outdated answers by pulling precise docs for the libraries you name. Accelerate development with accurate context tailored to the package and version you're using.

401 uses

smu-campus-hub

Find SMU cafeteria menus, campus notices, and exam details in seconds. Manage your schedule by adding or removing events with quick commands. Stay on track with local Korea time and streamlined campus searches.

205 uses

twitter-spaces-downloader-and-transcriber

Download and transcribe Twitter Spaces effortlessly using AI-powered transcription. Access multiple transcript formats and manage your downloaded spaces with ease. Streamline the complete workflow from availability check to transcription in one integrated solution.

1.50k uses

mcp-todoist

Streamline Todoist task management from your workflow. Create, update, move, complete, and delete tasks with natural filters like today or overdue, and manage projects, sections, and labels. Plan your day or week with quick-add, daily review, and project overview prompts.

100 uses

youtube-subtitle-mcp

Fetch subtitles and transcripts from public YouTube videos. Choose your preferred format (SRT, VTT, TXT, or JSON) and language. Use full timestamps for easy editing, search, and analysis.

45 uses

echo-server

Provide a minimal MCP server that supports basic tools like echoing messages, pinging, and returning version information. Enable easy testing and integration with MCP Inspector and cURL clients. Facilitate quick setup with no external dependencies or authentication required.

979 uses

yokatlas-mcp-server

Provide access to Turkish higher education data through a standardized protocol. Enable seamless integration of university and education-related information into applications. Facilitate data retrieval and interaction using the Model Context Protocol.

8 uses

powershell-app-deployment-toolkit-psadt-template-generator

# PSADT-MCP Server A Model Context Protocol (MCP) server that provides AI assistants with powerful tools for Windows software deployment using the PowerShell App Deployment Toolkit (PSADT). This server enables AI assistants to help users create, manage, and deploy Windows applications with enterprise-grade deployment capabilities. ## 🚀 Features - **MSI Package Management**: Extract information, deploy, and manage MSI installers - **EXE Deployment**: Deploy executable installers with customizable parameters - **Winget Integration**: Leverage Windows Package Manager for modern app deployments - **Deployment Verification**: Validate successful installations and system state - **PSADT Integration**: Full integration with PowerShell App Deployment Toolkit v4 - **Dual Transport Support**: Works with both STDIO and HTTP transports for maximum compatibility ## 🎯 Use Cases - **Automated Software Deployment**: Create deployment scripts for enterprise environments - **Package Analysis**: Extract metadata and requirements from MSI packages - **Installation Troubleshooting**: Verify deployments and diagnose installation issues - **Winget Package Discovery**: Find and deploy applications from the Windows Package Manager - **Enterprise App Management**: Streamline software lifecycle management ## 📋 Prerequisites Before setting up the PSADT-MCP server, ensure you have the following installed on your Windows system: ### Required Software - **Windows 10/11**: The server is designed for Windows environments - **PowerShell 5.1 or later**: Required for PSADT functionality - **Node.js 18 or later**: Runtime environment for the MCP server - Download from [nodejs.org](https://nodejs.org/) - Verify installation: `node --version` and `npm --version` ### Optional but Recommended - **Windows Package Manager (winget)**: For modern package management - Usually pre-installed on Windows 11 - For Windows 10: Install from Microsoft Store or [GitHub releases](https://github.com/microsoft/winget-cli/releases) - **Git**: For cloning the repository and version control - Download from [git-scm.com](https://git-scm.com/) ### System Requirements - **Administrator privileges**: Required for software installation and deployment - **PowerShell execution policy**: Set to allow script execution - Run as Administrator: `Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope LocalMachine` - **Disk space**: At least 100MB for the toolkit and dependencies

3 uses

mcp-server

Integrate your applications with external data and tools seamlessly. Enhance your LLM capabilities by allowing them to interact with real-world resources and perform actions dynamically. Simplify the process of building intelligent applications with standardized protocols.

364 uses

kmb-bus

Access real-time bus arrival information and comprehensive route details for Hong Kong's KMB and Long Win Bus services. Query bus routes, stops, and estimated arrival times effortlessly to enhance user experience. Utilize bilingual support for both English and Traditional Chinese to cater to a wider audience.

9.44k uses

yaps-influence-score-server

Provide tokenized attention scores and credibility metrics for X/Twitter accounts to enhance LLMs with influencer trust data. Compare influencer scores, access daily leaderboards, and benefit from built-in caching and rate limiting for efficient queries. Integrate seamlessly with LLMs to enrich conversations with social media influence insights.

1.86k uses

advanced-youtube

A Model Context Protocol (MCP) server for interacting with YouTube data. This server provides resources and tools to query YouTube videos, channels, comments, and transcripts through a stdio interface.

30.79k uses

shadcn-ui-component-reference-server

Provide seamless access to shadcn/ui component references through a standardized MCP interface. Enable LLMs and applications to query and retrieve UI component details efficiently. Enhance developer workflows by integrating component metadata directly into your tools.

3.88k uses

mcp-docs-server

accurate MCP documentation is just a tool call away

346 uses

bitrix24-mcp-dev

The MCP server for Bitrix24 provides AI assistants with structured access to the Bitrix24 API. It delivers up-to-date method descriptions, parameters, and valid values, allowing assistants to work with precise data instead of guesswork. This reduces code errors and accelerates Bitrix24 integration development.

435 uses

server-time

Retrieve the current time effortlessly with this server. Integrate time-fetching capabilities into your applications seamlessly. Enhance your projects with accurate and reliable time data.

6.08k uses

jina-httpstreamable

Discover current information across the web and arXiv with powerful search, query expansion, and parallel exploration. Extract clean page content, capture screenshots, and find images to enrich your analysis. Rerank and deduplicate results and estimate page update times to keep insights relevant.

37 uses

zuplo-weather--todos

Access comprehensive U.S. weather and aviation data including forecasts, alerts, advisories, radar, and station observations. Build location-aware experiences with points, zones, offices, and product lookups. Manage tasks with create, update, list, and delete operations for todos.

120 uses

exa-websets

Create and manage collections of companies, people, and papers, automatically discovering and verifying relevant entities. Enrich items with custom fields like CEO name, funding amount, or company stage, and inspect detailed results. Schedule recurring searches to keep collections fresh and catch new additions.

205 uses

web-scout

Search the web and extract clean, readable text from webpages. Process multiple URLs at once to speed up research with reliable throttling and error handling. Quickly compile sources and summaries for briefs, reports, or competitive analysis.

400 uses

opendata-mcp

OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고, 표준 문서를 자동 생성하며, OpenAPI 엔드포인트를 직접 호출할 수 있습니다. 클라이언트가 다양한 공공데이터 자원을 원활하게 탐색하고 활용할 수 있도록 지원하며, 외부 데이터를 LLM 애플리케이션에 통합하여 향상된 컨텍스트와 기능을 제공합니다. OpenData MCP provides access to open data resources through a standardized MCP interface. Search APIs by keywords, automatically generate standard documentation, and directly call OpenAPI endpoints. Enables clients to seamlessly explore and utilize various open data resources while integrating external data into LLM applications for enhanced context and capabilities.

241 uses

bible-mcp

Get Scripture from the Bible using Bible MCP. Thank you to AO Lab for the Free Use Bible API that makes this possible. Open source. Freely given.

290 uses

networkcalc

MCP Server for utilities from networkcalc.com Utilities Include - DNS Lookup - WHOIS Lookup - SPF Lookup - Certificate Lookup - Subnet Lookup

719 uses

riot-docs-mcp

Browse and retrieve Riot API endpoint documentation without leaving your workflow. List available docs and fetch full details for specific endpoints like match-v5 or summoner-v4. Accelerate development by keeping trusted references at your fingertips.

245 uses

hello-weather

Greet people by name and check local forecasts and weather alerts across the U.S. Switch to a playful pirate voice for fun interactions. Generate ready-to-use greeting prompts and explore the 'Hello, World' origin story.

272 uses

opik-mcp-server

Integrate seamlessly with your IDE and access all Opik features through a standardized protocol. Manage prompts, projects, and metrics efficiently with a unified interface. Leverage multiple transport options for flexible integration into various environments.

4.21k uses

magicslides-mcp

Generate professional PowerPoint presentations from text, YouTube videos, or structured JSON data. Customize slide count, images, language, templates, and output formats to suit your needs. Integrate seamlessly with AI assistants to create presentations on any topic efficiently.

47 uses

mcpfirebird

Connect to Firebird databases to query data, explore schemas, and understand table relationships. Generate, execute, and explain SQL while analyzing performance, execution plans, and missing indexes. Backup, restore, and validate databases, run health checks, and manage batch operations.

20 uses

notion-rag-intelligent-documentation-search

This server acts as a bridge between your Notion workspace and your development environment, providing intelligent access to your documentation right within your IDE. Leveraging a Retrieval-Augmented Generation (RAG) system, it syncs your Notion pages, indexes them into a Pinecone vector database, and allows you to perform semantic searches using powerful AI models from OpenAI or Google. Designed for seamless integration with tools like Cursor, it uses the Model Context Protocol (MCP) to make your entire Notion knowledge base available as a development context. Developers can quickly find relevant guides, API documentation, or project notes without context switching. Key Features: - Direct IDE Integration: Access Notion docs via MCP in supported IDEs like Cursor. - Intelligent RAG System: Get context-aware search results powered by AI. - Automatic Sync: Keeps your knowledge base up-to-date with your Notion workspace. - Flexible API: Includes a REST API for custom integrations. - Powered by: LangChain, Pinecone, OpenAI, and Google AI.

1 uses

spacex-launch-tracker

Track SpaceX’s latest and upcoming launches. Fetch company information to add context. Keep dashboards, reports, and briefings current with up-to-date launch data.

140 uses

hubspot-crm-api-server

Provide standardized access and management of HubSpot CRM data through a comprehensive MCP server. Enable efficient CRM operations including object management, advanced search, batch processing, and association handling. Simplify integration with type-safe validation and extensive support for CRM entities like companies, contacts, deals, and communications.

1.88k uses

tic-tac-toe

Play tic‑tac‑toe right from your chat and track turns effortlessly. Start a new game, make moves, and view the current board state anytime. Add a quick, strategic break to your workflow.

26 uses

buyhatke-mcp

Compare prices across retailers to find the best deal. Get accurate product matches to track the exact item you want. View price trends to decide the best time to buy. CHeck price of a product on various stores

633 uses

arxiv-explorer

Discover new arXiv papers by category or keyword. Get daily updates with adjustable result counts to match your workflow. Stay current and accelerate literature reviews.

464 uses

graphing-calculator

Provide interactive graphing calculator capabilities to your agents, enabling them to plot and analyze mathematical functions visually. Enhance your applications with dynamic graphing tools that support complex calculations and visual data representation. Empower users to explore mathematical concepts through intuitive graphical interfaces.

122 uses

weather-server

Provide real-time weather alerts and forecasts for US locations using official National Weather Service data. Enable applications to retrieve accurate weather information dynamically through simple tool calls. Enhance your projects with up-to-date weather context seamlessly integrated via MCP.

1.94k uses

vibetide-levels

Design, edit, and preview VibeTide levels in seconds. Import from shared links, tweak tiles and metadata, or regenerate full layouts to your specs. Export ready-to-play levels with shareable visuals.

3.87k uses

chrono

Convert and compare dates and times across any timezone with flexible, locale-aware formatting. Add or subtract durations, compute differences, and break down intervals for precise scheduling and analysis. Sort timestamps, analyze time series, and get multi-format outputs in one step.

30 uses

simple-utilities

Greet people, add numbers, and discover song recommendations. Save time on small tasks with a compact set of everyday utilities.

330 uses

postgresql-database-query-server

Enable direct execution of custom SQL queries against PostgreSQL databases with support for parameterized queries and configurable timeouts. Securely manage database connections with SSL/TLS and connection pooling. Simplify database management and monitoring through an MCP-compliant interface.

176 uses

weather

Get current weather for any city. Choose Celsius or Fahrenheit to match your preference. Plan your day with clear, concise conditions.

105 uses

nws-weather--aviation

Access real-time US weather forecasts, alerts, radar, and station observations from the National Weather Service. Retrieve aviation products including TAFs and SIGMETs for flight planning. Build location-aware features with point metadata, grid forecasts, and zone products.

117 uses

local-terminal

Run terminal commands on your machine and get immediate output. Automate system tasks, inspect files, and manage processes from one place. Streamline command-line workflows without leaving your current context.

67 uses

google-calendar

Connect your Google account to browse and manage calendars and events. Create, update, and delete single, recurring, or all-day events. Find events across calendars and keep schedules in sync.

28 uses

things-3

Manage Things 3 todos and projects.

44 uses

pocketbase-document-extractor

Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase for easy retrieval and search. Manage documents with tools for extraction, listing, searching, retrieval, and deletion. Benefit from real-time server statistics, dynamic tool management, and multi-transport support including STDIO and HTTP.

1.57k uses

cloudflare-docs

Search Cloudflare documentation across Workers, Pages, R2, Zero Trust, and more. Generate best-practice Workers code and accelerate troubleshooting with relevant guidance. Follow clear steps to migrate Pages projects to Workers with fewer pitfalls.

227 uses

takeoff-news

Fetch the latest issue posts and weekly news from Takeoff. Stay current with concise updates for quick research and monitoring. Keep your team informed with timely highlights.

47 uses

incheon-airport-live

Get real-time departure hall congestion, flight statuses, and parking availability at Incheon International Airport. Search departures and arrivals by flight ID or airport code and filter by date to plan your trip. Explore destination details for cities served from Incheon.

568 uses

crew-optimizer

Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-integer programming. Parse natural-language problem statements into solvable models in seconds. Diagnose infeasibility and get actionable hints to fix constraints fast.

414 uses

vibe-math

A local/remote high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra ## Local Installation ### IDEs [](vscode:mcp/install?%7B%22name%22%3A%22Math%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22vibe-math-mcp%22%5D%7D) [](https://cursor.com/en-US/install-mcp?name=Math&config=eyJjb21tYW5kIjoidXZ4IHZpYmUtbWF0aC1tY3AifQ%3D%3D) ### Claude Desktop Open **Settings > Developer > Edit Config** and add: **For published package:** ```json { "mcpServers": { "Math": { "command": "uvx", "args": ["vibe-math-mcp"] } } } ``` ### Claude Code **Quick setup (CLI):** Published package: ```bash claude mcp add --transport stdio math -- uvx vibe-math-mcp ``` **Team setup** (create `mcp.json` in project root for shared use with Claude Code and/or IDEs) ```json { "mcpServers": { "math": { "command": "uvx", "args": ["vibe-math-mcp"] } } } ``` **Verify:** Run `claude mcp list` or use `/mcp` or view available servers in IDEs. ### Try it - "Calculate 15% of 250" → uses `percentage` - "Find determinant of [[1,2],[3,4]]" → uses `matrix_operations` - "Integrate x^2 from 0 to 1" → uses `integral` - "If I invest $1000 at 5% annual interest compounded monthly for 10 years, what will be the future value?" → uses `compound_interest` - If I was paid the square root of $69m in 10 years, what's the present value at 7% discount rate? → uses `batch_execute (calculate -> financial_calcs)` ## Output Control All tools automatically support output control for maximum flexibility and token efficiency. The LLM can specify the desired verbosity. Control response verbosity using the `output_mode` parameter (available on **every tool**): | Mode | Description | Token Savings | Use Case | | --------- | -------------------------------------------------- | ------------- | ------------------------------------------- | | `full` | Complete response with all metadata (default) | 0% (baseline) | Debugging, full context needed | | `compact` | Remove null fields, minimize whitespace | ~20-30% | Moderate reduction, preserve structure | | `minimal` | Primary value(s) only, strip metadata | ~60-70% | Fast extraction, minimal context | | `value` | Normalized `{value: X}` structure | ~70-80% | Consistent chaining, maximum simplicity | | `final` | For sequential chains, return only terminal result | ~95% | Simple calculations, predictable extraction | ## Batch Execution For multi-step workflows, `batch_execute` chains multiple calculations in a single request—**achieving 90-95% token reduction**. Reference prior outputs using `$operation_id.result` syntax, and the engine automatically handles dependency resolution and parallel execution for speed. **Perfect for:** Bond pricing, financial models, statistical pipelines, complex transformations ## Complete Tool Reference **Note:** All tool parameters include detailed descriptions with concrete examples directly in the MCP interface. Each parameter shows expected format, use cases, and sample values to make usage obvious without referring to external documentation. ### Basic Calculations | Tool | Description | | --------------- | ------------------------------------------------------------ | | `calculate` | Evaluate mathematical expressions with variable substitution | | `percentage` | Percentage calculations (of, increase, decrease, change) | | `round` | Advanced rounding (round, floor, ceil, trunc) | | `convert_units` | Unit conversions (degrees � radians) | ### Array Operations | Tool | Description | | ------------------ | ---------------------------------------------------------------- | | `array_operations` | Element-wise operations (add, subtract, multiply, divide, power) | | `array_statistics` | Statistical measures (mean, median, std, min, max, sum) | | `array_aggregate` | Aggregations (sumproduct, weighted average, dot product) | | `array_transform` | Transformations (normalise, standardise, scale, log) | ### Statistics | Tool | Description | | ------------- | ------------------------------------------------------ | | `statistics` | Comprehensive analysis (describe, quartiles, outliers) | | `pivot_table` | Create pivot tables with aggregation | | `correlation` | Correlation matrices (Pearson, Spearman) | ### Financial Mathematics | Tool | Description | | ------------------- | ------------------------------------------- | | `financial_calcs` | Time value of money (PV, FV, PMT, IRR, NPV) | | `compound_interest` | Compound interest with various frequencies | ### Linear Algebra | Tool | Description | | ---------------------- | -------------------------------------------------------------------- | | `matrix_operations` | Matrix operations (multiply, inverse, transpose, determinant, trace) | | `solve_linear_system` | Solve Ax = b systems | | `matrix_decomposition` | Decompositions (eigen, SVD, QR, Cholesky, LU) | ### Calculus | Tool | Description | | --------------- | -------------------------------------- | | `derivative` | Symbolic and numerical differentiation | | `integral` | Symbolic and numerical integration | | `limits_series` | Limits and series expansions |

2 uses

gemini-vision

Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from URLs and YouTube links. Summarize scenes, identify objects, and extract key details for reports or automation. This is remote version, check local branch in github to use local tools.

5 uses

statpearls-medical-knowledge-server

Provide your AI system with reliable, peer-reviewed medical information about diseases and conditions. Search and retrieve comprehensive medical content from StatPearls, formatted in AI-friendly Markdown. Enhance your AI conversations with trusted medical knowledge seamlessly integrated via the Model Context Protocol.

1.31k uses

buzz-killington

Provide prompts and documentation search capabilities to help LLM agents produce accurate and reliable code during development sessions. Enhance coding workflows by offering fact-checked answers, deep problem analysis, and trusted developer documentation search. Improve the quality and trustworthiness of AI-assisted coding with structured tools and prompts.

425 uses

art-events

299 uses

fluentlab-funding-assistant

Access a comprehensive suite of tools and resources to help startups and small businesses secure funding. Find matching opportunities, manage required documents, and streamline your application process with our easy-to-use API.

296 uses

deep-research

Search the web for information effortlessly. Leverage the power of the Tavily API to enhance your research capabilities with maximum efficiency. Configure your search parameters and get started quickly with this intuitive tool.

17 uses

keywords-everywhere-mcp-server

Provide AI assistants with powerful SEO research capabilities by accessing keyword data, domain analysis, backlink information, and traffic metrics. Enable comprehensive keyword research and competitive analysis across multiple countries and currencies. Simplify SEO data retrieval and analysis for enhanced decision-making. Note: this is NOT an official MCP server by Keywords Everywhere.

210 uses

grokipedia-mcp

Search and retrieve Grokipedia articles with filters, full content, and citations. Explore related pages and extract sections to quickly gather relevant knowledge. Run guided workflows to research topics, find sources, and compare subjects.

954 uses

mcp-flowengine-n8n-workflow-builder

Generate production-ready n8n workflows from plain language. Validate, test, and auto-fix workflows to catch errors and improve reliability. Explore templates and a rich node library to design, optimize, and secure your automations. For free n8n hosting and to enjoy the full capabilities of n8n workflow builder, go to flowengine.cloud

34 uses

advanced-pocketbase-server

(Tools Fixed July 28th includes Stripe integration for full SAAS support) An MCP server for interacting with PocketBase databases, offering advanced database operations and schema management.

19 uses

attio-crm

Streamline CRM workflows in Attio using natural language. Quickly search, create, update, and organize companies, people, deals, lists, tasks, and notes with advanced filtering and batch operations. Accelerate sales, marketing, and customer success by managing pipelines, relationships, and activity from one place.

10 uses

discord-selfbot-mcp-server

Enable your agents to interact with Discord through a selfbot interface using the Model Context Protocol. Automate and extend Discord functionalities by integrating MCP tools and resources seamlessly. Enhance your Discord automation workflows with this MCP server implementation.

89 uses

svelte-llm-mcp

Connect your AI coding assistant directly to up-to-date Svelte 5 and SvelteKit documentation via this MCP server.

181 uses

cafe-explorer

A simple demonstration of ChatGPT app with map integration

481 uses

geobed

Browse all registered domains and retrieve details for any domain by name. Speed up research, audits, and documentation with quick access to domain metadata. Keep your domain catalog organized and accessible within your workflows.

255 uses

openproject

Check the current status of the OpenProject integration. Monitor health to ensure reliable workflows. Use status checks to troubleshoot issues quickly.

419 uses

arxiv-latex

Retrieve the LaTeX of arXiv papers to preserve precise mathematical notation. Analyze and extract equations, proofs, and symbols with high fidelity. Speed up literature review and code generation from formal notation.

110 uses

json-compare

Compare two JSON files deeply, regardless of order. Get a detailed difference report highlighting missing or extra keys, type/value mismatches, and nested structure changes. Validate configurations, debug API payloads, and ensure consistency across environments.

210 uses

mapwise-mcp

Send friendly, personalized greetings on demand. Generate quick salutations with a simple prompt. Explore the origin story of 'Hello, World' for extra context.

201 uses

cowsay

Cowsay MCP Server, providing ASCII art cow capabilities for LLMs. This implementation allows language models to generate fun ASCII art cows with custom messages.

364 uses

astro-charts

Generate astrology charts from a date, time, and location. Explore planetary positions, houses, and interpretations for natal, transit, or event readings. Power horoscopes, reports, and personalized insights with accurate chart data.

236 uses

grimoire-spellbook-server

Provide a comprehensive spellbook for Dungeons & Dragons 5th Edition to enhance your gameplay experience. Access detailed spell information and manage your spell resources efficiently. Streamline your D&D sessions with easy-to-use spell data and tools.

569 uses

dev-mcp

Browse directories and read files within a safe, configurable root. Pull accurate context from local projects and docs without leaving your workflow. Limit access to a chosen root to keep your environment secure.

32 uses

weather

Get up-to-date forecasts and US severe weather alerts. Check conditions for any location to plan commutes, trips, and outdoor activities. Stay ahead of storms with timely, localized insights.

145 uses

linkedin-mcp

Publish posts to LinkedIn with images and visibility controls. React to posts and add, edit, or delete comments to drive conversation. Retrieve content details to inform and track your interactions.

1 uses

icons8mcp

353 uses

comexstat-data-server-brazilian-foreign-trade-statistics

Provide direct access to Brazilian foreign trade statistics through a comprehensive MCP server. Query detailed export and import data, municipal statistics, historical records, and auxiliary tables with ease. Empower AI models to interact seamlessly with up-to-date trade data for insightful analysis and decision-making.

4.85k uses

mcp-crew-risk

This framework aims to provide crawler developers and operators with a comprehensive automated compliance detection toolset to evaluate the crawler-friendliness and potential risks of target websites. It covers three major dimensions: legal, social ethics, and technical aspects. Through multi-level risk warnings and specific recommendations, it helps plan crawler strategies reasonably to avoid legal disputes and negative social impacts while improving technical stability and efficiency.

575 uses

profile-explorer

Extract structured insights from personal and organizational profile pages. Search for people to surface credible sources and get clean summaries, sections, and text excerpts. Accelerate research with guidance for accessing protected content.

332 uses

hello

Greet anyone instantly with a simple command. Use a ready-made prompt to craft quick salutations. Explore the origin story of 'Hello, World'.

298 uses

due-diligence-scaffold

Facilitate comprehensive due diligence processes by integrating and automating data gathering and analysis workflows. Streamline the collection and evaluation of critical information to support informed decision-making. Enhance efficiency and accuracy in due diligence tasks through standardized protocol interactions.

407 uses

random-advice-server

Provide users with random advice through a simple and accessible API. Integrate effortlessly with the Model Context Protocol to deliver dynamic, context-aware recommendations. Enhance your applications with real-time, varied advice to engage and assist users effectively.

682 uses

dictionary-server

Retrieve word meanings seamlessly from the Cambridge Dictionary. Enhance your AI assistants with robust dictionary query tools through the MCP protocol. Integrate effortlessly into your command line for quick access to definitions and examples.

1.22k uses

json-diff

Compare two JSON files deeply, ignoring order, to surface every difference. Get a clear, structured report with summaries and precise change locations. Validate configs, API responses, and data migrations with confidence.

200 uses

stream

Connect to Synorb Streams to explore and query live streams. Search, filter, and retrieve events on demand or in real time. Streamline monitoring and build workflows triggered by updates.

540 uses

marinade-finance-mcp-server

Explore Marinade documentation and get quick answers with direct links to official guides. Monitor real-time protocol state on Solana, including prices, rewards, and staking metrics. Manage liquid staking with mSOL, check balances, and send tokens between wallets.

317 uses

ssafy-lunch-menu

Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to plan meals at your location. Set a default floor for faster access.

102 uses

json-compare

Compare two JSON files deeply without worrying about key or array order. Detect missing, extra, and mismatched keys and values across nested objects and arrays. Receive a clear summary and a detailed report of all differences.

168 uses

neo-defi-mcp

Swap tokens on the NEO blockchain with slippage and deadline controls. View balances and account details for your wallet. Use your own wallet and RPC endpoint for secure, direct execution.

417 uses

gold-ira-transcript-analyzer

Analyze Gold IRA sales call transcripts to surface key insights, objections, and compliance risks. Receive structured summaries, red flags, and recommended next steps for reviewers and coaches. Accelerate QA, training, and sales optimization with consistent, repeatable evaluations.

157 uses

grepapp-search

MCP server for https://grep.app

110 uses

weather

Get location-based forecasts and real-time US weather alerts. Plan your day with precise, up-to-date conditions at any location. Stay safe with timely warnings for severe weather.

225 uses

frankfurter-exchange-rates

Fetch latest and historical currency exchange rates from Frankfurter. Convert amounts between currencies using current or date-specific rates, and list supported currency codes. Filter results by base and symbols to focus on the rates you need.

431 uses

finance-calculator

Calculate and analyze financial metrics efficiently with this tool. Simplify complex finance calculations and gain insights quickly. Enhance your financial decision-making with accurate and easy-to-use computations.

136 uses

echo

Echo your input to test workflows and integrations. Validate formatting, prompts, and round-trip behavior without side effects. Use it for quick debugging and connectivity checks.

318 uses

number-automation

Greet people by name with quick, friendly salutations. Explore the origin story of the 'Hello, World' program. Test your setup with simple prompts and examples.

206 uses

lokalise-mcp-server

Connect AI assistants to Lokalise to manage translation projects, keys, and workflows through natural conversation. Automate localization tasks, monitor progress, and collaborate with your team without writing code. Streamline your translation management directly from your chat interface.

30 uses

hi-gcloud

Streamline GCP operations with quick access to logs, Cloud Run status, Cloud SQL (read-only), Storage, secrets, services, auth, and billing. Accelerate deployment debugging and cost monitoring with focused queries and project-aware controls.

19 uses

sample-python-mcp-server

Provide a Python-based MCP server implementation to enable integration of LLMs with external tools and resources. Facilitate dynamic interaction with data and actions through a standardized protocol. Simplify building MCP-compliant servers with Python tooling and CLI support.

201 uses

busca-de-endereo-por-cep

Easily look up Brazilian addresses by CEP (postal code) with clean, concise responses optimized for language models. Get detailed data from the CEP, returned in a clear and structured format — perfect for AI agents. Plug-and-play as a stateless MCP server with built-in validation for reliable results.

102 uses

cut-text

Provide a minimal MCP server scaffold to help developers quickly build and test MCP servers. Enable rapid prototyping of MCP tools and resources with a simple setup. Facilitate integration of custom MCP capabilities in your applications.

214 uses

plainly-videos-mcp-server-adobe-after-effects-automation

MCP server for Plainly Videos that lets users browse and render Adobe After Effects projects directly from their favorite LLM clients. It brings video automation to After Effects, making it easy to trigger batch rendering, personalization, and localization while keeping full creative control. Render at scale through API or CSV, making high-volume video production faster and more accessible.

47 uses

groww-mcp-server

Enable seamless integration of Groww platform data and tools with language models to enhance financial decision-making and automation. Provide access to Groww-specific resources, execute financial operations, and utilize predefined prompts for investment workflows. Simplify interaction with Groww services through a standardized protocol for LLM applications.

41 uses

say-hello

Generate personalized greetings instantly. Add a playful pirate voice with an optional mode and tailor messages to any name or occasion. Explore the origin of "Hello, World" with the included reference.

118 uses

hubspot-crm-api-server

Provide standardized access and management of HubSpot CRM data through a comprehensive MCP server. Enable efficient CRM operations including object management, advanced search, batch processing, and association handling. Simplify integration with HubSpot's API for seamless CRM workflows and data validation.

115 uses

united-states-weather-data-access

Provide real-time access to United States weather data through the National Weather Service. Enable applications to retrieve accurate and up-to-date weather information seamlessly. Enhance your projects with reliable meteorological data integration.

586 uses

exif-extractor

Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure settings, dimensions, and optional GPS data. Streamline photo audits, provenance checks, and technical reviews.

100 uses

quality-dimension-generator

Generate tailored quality criteria and scoring guides from your task descriptions. Refine objectives, produce 6-8-10 benchmarks across configurable dimensions, and save both the refined task and the rubric for consistent evaluations. Streamline reviews with clear, reusable standards.

218 uses

attio-mcp-server

Manage companies, people, deals, tasks, lists, and notes in Attio with natural-language commands. Run advanced searches, navigate relationships, and pull rich record details to get answers fast. Accelerate prospecting and pipeline work with guided actions, safe batch changes, and ready-made prompts.

6 uses

webforj-mcp

The official Model Context Protocol server for webforJ - providing AI assistants with Java web development tools, project generation, and comprehensive documentation access. Works with Claude, VS Code, Cursor, and all MCP-enabled environments.

1 uses

12306-ticket-search-server

Provide a simple API interface to search and filter 12306 train tickets, including direct, transfer, and stopover queries. Enable large language models to access real-time 12306 ticket information efficiently. Enhance user experience by integrating comprehensive train ticket search capabilities.

822 uses

microsoft-teams

Microsoft Teams integrates chat, video meetings, and file storage within Microsoft 365, providing virtual collaboration and communication for distributed teams

4 uses

home-assistant-automations--dashboards

A TypeScript MCP server for Home Assistant, enabling programmatic management of entities, automations, services, and dashboards. Designed for extensibility. Includes Docker support and Vitest-based tests for easy deployment and reliability.

20 uses

my-mcp-server

Kickstart development with a TypeScript starter featuring ready-to-run examples for greetings, calculations, current time, and system info. Extend it by adding your own tools, resources, and a code-review prompt. Ship faster with a clean, customizable structure.

36 uses

githru-insights-v01

# Githru MCP Server <p align="center"> <strong>A powerful Model Context Protocol (MCP) server that provides advanced Git repository analysis and visualization tools designed to enhance team collaboration.</strong> </p> --- ## 🚀 Overview The **Githru MCP Server** extends Claude’s capabilities through the **Model Context Protocol (MCP)** — enabling real-time access to Git analytics, PR insights, and repository visualization. This MCP server is deployed on **[smithery.ai](https://smithery.ai)** and can be used directly from Claude’s MCP integration feature. --- ## 🧩 Prerequisites Before you begin, make sure you have: - **Claude Desktop App** (with MCP support) 👉 [Download here](https://claude.ai/download) - Access to the deployed **Githru MCP Server** on `smithery.ai` --- ## ⚙️ Setup in Claude 1. **Find the JSON configuration** - When you visit the [Githru MCP Server page on Smithery.ai](https://smithery.ai/server/@githru/githru-mcp-v1), click **“Connect → JSON”** to view the configuration details for our MCP server. 2. **Insert the Githru MCP configuration** - Claude Desktop reads MCP server settings from the `claude_desktop_config.json` file. You need to modify the `args` path inside your local configuration file. **File locations:** - **macOS:** `~/Library/Application Support/Claude/claude_desktop_config.json` - **Windows:** `%APPDATA%\Claude\claude_desktop_config.json` ```json { "mcpServers": { "githru-mcp-v1": { "command": "npx", "args": [ "-y", "@smithery/cli@latest", "run", "@githru/githru-mcp-v1", "--key", "YOUR_API_KEY", "--profile", "PROFILE" ], "env": { "GITHUB_TOKEN": "YOUR_GITHUB_TOKEN" } } } } ``` > 🧠 Tip: Replace the URL above with your actual Smithery MCP endpoint if it differs. 3. Save and reconnecting - After saving, Claude will automatically connect to your Githru MCP instance. - so reconnect Claude --- ## 🧠 About Model Context Protocol (MCP) MCP is an open standard that lets Claude connect to external data and services safely and dynamically. Your Githru MCP Server acts as a “bridge” — providing contextual Git insights directly within the Claude chat interface. For more on MCP: 👉 (https://modelcontextprotocol.io)[https://modelcontextprotocol.io] --- ## 📄 License This project is licensed under the MIT License. --- ## 🤝 Contributing We welcome contributions! If you’d like to improve the Githru MCP Server, please open a PR or file an issue on [GitHub](https://github.com/githru/githru-vscode-ext).

2 uses

google-analytics

Google Analytics tracks and reports website traffic, user behavior, and conversion data, enabling marketers to optimize online performance and customer journeys

4 uses

igdb

Explore and discover video games from the Internet Game Database. Search titles, view detailed info on platforms, ratings, studios, and media, and track trending or upcoming releases. Run advanced queries to surface exactly what you need.

15 uses

ai-mcp-server-test

Kickstart your workflow with a ready-to-use starter that bundles everyday utilities. Greet people, run basic calculations, check the current time, and generate images from text. Customize and extend it to fit your needs.

31 uses

memoryforge-ai-with-redis-postgresql-and-qdrant

Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0 GREAT NEWS: The server will now work for everyone - Railway users, Heroku users, Render users, etc.! ***ONLY ADD EVS that APPLY TO YOUR OWN INSTANCES - Leave Blank if unused - :) Update 9-15-25 v3.0 fixed semantic search temporal tool: Add this at the beginning of n8n workflows to give temporal context UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Node for use anywhere! The Ultimate Context Intelligence Engine Transform your AI into a memory master with lightning-fast recall and semantic superpowers. MemoryForge AI is the most advanced context management system ever built for AI assistants. Combining blazing-fast Redis caching, rock-solid PostgreSQL persistence, and cutting-edge Qdrant vector search, it gives your AI perfect memory that never forgets and always finds exactly what you need. ⚡ Why MemoryForge Dominates: 🚀 Sub-millisecond Context Retrieval - Redis-powered cache makes your AI respond instantly 🎯 Semantic Memory Search - Find related information even when you can't remember exact words 💎 Bulletproof Persistence - PostgreSQL ensures your context survives forever 🔄 Real-time Sync - Pub/sub notifications keep everything perfectly synchronized 🧬 Auto-Embedding Magic - Automatically converts text into searchable vector embeddings 🎭 Multi-Session Mastery - Juggle unlimited parallel conversations and contexts 🎪 Perfect For: Conversation Continuity - Never lose track of what you were discussing Document Intelligence - Instantly find relevant emails, notes, and files Project Memory - Maintain context across complex, long-term projects Knowledge Synthesis - Connect related ideas from different conversations Personal AI Assistant - Build an AI that truly knows and remembers you Stop fighting with forgetful AI. Start building with MemoryForge - where every conversation builds on the last, and every search finds exactly what matters. Your AI's memory just got a PhD in remembering everything that matters.

3 uses

manus

Work inside the Manus sandbox to build, test, and debug faster. Automate the browser, manage files, edit code, and control terminals from one place. Initialize environments with secrets and package projects for deployment.

5 uses

simpson-mcp

Search characters, episodes, and locations from The Simpsons by name and get detailed results. Browse paginated lists or fetch specific items by ID. Construct shareable image URLs for Simpsons assets.

25 uses

mcp-all-tools-ghl

A comprehensive Model Context Protocol (MCP) server that provides programmatic access to the entire GoHighLevel platform API with 269+ automated tools. What it does This MCP server acts as a bridge between AI assistants (like Claude) and GoHighLevel's extensive API ecosystem, enabling: - Complete CRM automation - Manage contacts, companies, opportunities, pipelines - Marketing automation - Create/manage campaigns, workflows, funnels, forms - Communication tools - SMS, email, voicemail drops, conversations - Calendar & booking - Appointments, availability, scheduling - Course & membership management - Products, offers, price points - Analytics & reporting - Track performance, attribution, conversions - Agency management - Sub-accounts, users, permissions, SaaS rebilling - Integration capabilities - Webhooks, custom fields, OAuth apps Key Features - 269+ pre-built tools covering every GoHighLevel API endpoint - Automatic token refresh for uninterrupted access - Smart pagination handling for large datasets - Error handling & retry logic for reliability - Type-safe operations with full TypeScript support - Modular architecture organized by functional domains Use Cases - Build custom automations and workflows - Bulk data operations and migrations - Create custom reporting dashboards - Integrate GoHighLevel with other platforms - Automate repetitive administrative tasks - Develop custom applications on top of GoHighLevel Perfect for agencies, developers, and power users who want to unlock the full potential of GoHighLevel through code and AI-powered automation.

691 uses

google-calendar-and-meet

Manage and automate your Google Meet workflows with enterprise-grade tools for calendar event management, meeting moderation, attendance tracking, and smart notes. Deploy easily via Docker, Smithery, or manual setup with secure token authentication and team-friendly features. Enhance productivity with advanced Google Meet space management and AI-powered meeting summaries.

5 uses

infobip-search-mcp

Search Infobip documentation to quickly find guides, use cases, and best practices. Unblock integration and messaging workflows with precise, context-aware answers. Accelerate development with ready-to-use examples and clear guidance for building and troubleshooting requests.

78 uses

dragonswap

Swap tokens on Sei with instant quotes and streamlined execution. Explore available liquidity pools to find optimal trading opportunities. Wrap SEI and manage approvals to complete trades securely.

514 uses

cozi-family-organizer

Manage your family's calendars and lists in Cozi. View, create, and update appointments; organize shopping and to-do lists; and manage family members. Stay coordinated with quick access to monthly schedules and list items.

44 uses

exa-websets-server

Manage Websets with Claude, hosted on Smithery.

156 uses

my-mcp-server

Access greetings in multiple languages, quick calculations, current time and timezone info, and code review. Generate images from text prompts with optional token configuration. Kickstart projects with a ready-to-use set of utilities.

13 uses

repomix

Package remote and local repositories into a compact bundle for rapid code comprehension and review. Work with private repos and reopen previously generated outputs with ease. Browse directories and read files directly from your workspace.

16 uses

whatsapp-web-server

Scan QR codes and go! No more troublesome autos or APIs! Send text messages, images, links, locations, and contact cards to WhatsApp chats and groups. Automate notifications, alerts, and outreach from your workflows.

166 uses

mcp-fortress-server

Scan your connected services for vulnerabilities and malicious code. Monitor runtime behavior with real-time alerts to stop threats before they spread. Get clear remediation guidance and an auditable trail to harden your setup.

67 uses

mem0mcpprivate

Save, search, and manage long-term memories across users and apps. Quickly recall facts, preferences, and past conversations with semantic search and structured filters. Update or delete specific entries, or bulk-clear a scope to keep context accurate and tidy.

17 uses

oura-ring-connect

Connect your Oura Ring account and enable access to your wellness data in apps and automations. Initiate sign-in and complete authorization seamlessly to link accounts.

67 uses

mcp-postgresql-ops

Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only insights with schema discovery and clear maintenance recommendations.

24 uses

tavily-mcp-server

Enable real-time web search and data extraction capabilities.

781 uses

my-mcp-server-251127

Handle quick greetings, calculations, and time lookups by time zone. Generate images from text prompts and kick off code reviews with a ready-made prompt. Prototype faster with included examples for testing.

10 uses

task-breakdown

Break down complex problems into clear, actionable steps. Adapt on the fly by iterating, revising, and branching your plan. Produce a focused to-do list and validate your approach before execution.

26 uses

prismmeta

Search your data in natural language, analyze datasets, and generate polished reports. Access the user database securely to answer questions fast. Accelerate decisions with reliable insights and automated reporting.

10 uses

onepager

Create and publish one-pagers and boards for your organization. Upload images from the web, update content, and manage links before going live. Check slug availability and share instantly.

3 uses

my-mcp-server

Kickstart your TypeScript build with ready-to-use examples for actions and resources. Customize and expand with features like greetings, time, math, and image generation. Ship faster with a clear structure that’s easy to adapt.

13 uses

bazi

Generate BaZi charts from birth details. Explore Four Pillars, solar terms, and Luck Pillars for deeper readings. Convert between Gregorian and Lunar calendars with city-aware timing for accuracy.

98 uses

fastmail

Search your Fastmail account by keyword or mailbox and retrieve full message content with attachments. List mailboxes with counts while maintaining secure, read-only access.

1 uses

smithery-scaffold

Provide a scaffold for building MCP servers with integrated AI and environment configuration support. Enable rapid development and deployment of MCP-compliant services using modern TypeScript tooling. Simplify the creation of MCP tools, resources, and prompts with built-in validation and runtime support.

164 uses

dad-jokes

Get a random dad joke whenever you need a quick laugh. Search jokes by keyword or pull up a specific favorite. Add lighthearted humor to chats, demos, and prototypes in seconds.

24 uses

salesforce

Salesforce is a leading CRM platform integrating sales, service, marketing, and analytics to build customer relationships and drive business growth

2 uses

mem0-mcp

Save, search, and update long-term memories to personalize and persist context across sessions. Retrieve the right details when needed to keep responses accurate and consistent. Reset or declutter by deleting specific items or whole collections.

73 uses

tweet-search

Search Twitter using advanced operators to find relevant tweets, media, and links. Filter by users, hashtags, dates, sentiment, and more, then paginate through results to explore deeper. Discover timely conversations and gather insights fast.

153 uses

whoop

Get fast answers about your workouts, recovery, sleep, and daily cycles from your WHOOP data. Explore trends and compare time ranges to surface insights like HRV, strain, and sleep performance. Keep your data private and under your control.

109 uses

bbq-mcp

Plan and monitor your cooks with real-time ThermoWorks readings, expert guidance, and stall detection. Estimate timelines, target temps, and rest times for 20+ proteins and popular methods. Get actionable tips and progress analysis to hit perfect doneness and serve on time.

5 uses

gitlab-mcp-server

Enable powerful LLM-driven exploration and analysis of GitLab instances with comprehensive search, code browsing, and issue management tools. Seamlessly integrate with self-hosted or GitLab.com environments using flexible authentication modes. Optimize AI workflows with automatic GraphQL schema discovery and dynamic query capabilities.

16 uses

crypto-mcp-server

Get real-time crypto prices, 24h stats, OHLCV, and order book depth. Ask for quick quotes or a synthesized overview with trend and volume insights. Monitor markets and inform trading decisions with up-to-date data.

14 uses

dadosbr

# MCP DadosBR Servidor MCP focado em dados públicos do Brasil. Oferece duas ferramentas simples e rápidas para **consulta de CNPJ** e **consulta de CEP**, perfeitas para validação de cadastros, preenchimento automático de endereços e enriquecimento de dados em agentes. ## Por que usar * Latência baixa e alta disponibilidade em Cloudflare Workers * Interface MCP padronizada, pronta para agentes e IDEs compatíveis * Design stateless por padrão. Cache opcional com KV se desejar * Sem dependência de serviços proprietários do lado do cliente ## Tools disponíveis * `cnpj_lookup` **Entrada**: `{ "cnpj": "string" }` com ou sem máscara **Retorno**: dados cadastrais quando disponíveis, por exemplo razão social, nome fantasia, CNAE principal, natureza jurídica, situação, endereço * `cep_lookup` **Entrada**: `{ "cep": "string" }` com ou sem máscara **Retorno**: logradouro, bairro, município, UF, código IBGE e campos correlatos quando disponíveis ## Endpoints * HTTP JSON-RPC: `/mcp` * Server-Sent Events: `/sse` * Saúde: `/health` Exemplo de chamada JSON-RPC: ```json { "jsonrpc": "2.0", "id": "1", "method": "tools/call", "params": { "name": "cep_lookup", "arguments": { "cep": "30130-010" } } } ``` ## Integração rápida * **SSE**: aponte seu cliente MCP para `.../sse` * **HTTP**: aponte para `.../mcp` usando JSON-RPC 2.0 Funciona com agentes e IDEs compatíveis com MCP. Exemplos de configuração estão no repositório. ## Casos de uso * Autocomplete de endereço a partir do CEP * Validação de CNPJ em fluxos de onboarding e KYC * Enriquecimento de dados em CRMs, ERPs e chatbots * Auditoria cívica e aplicações gov-tech locais ## Privacidade e limites O servidor não persiste PII por padrão. Se o cache KV for habilitado, use políticas de retenção mínimas. Respeite limites das fontes públicas utilizadas. Planos e cotas do Cloudflare podem impactar throughput. ## Código e docs * Repositório e exemplos: [https://github.com/cristianoaredes/mcp-dadosbr](https://github.com/cristianoaredes/mcp-dadosbr) * Documentação dos endpoints no README ## Suporte Abra uma issue no GitHub para bugs, dúvidas e sugestões. Roadmap inclui busca por empresa, normalização de formatos e retornos enriquecidos. Brasil, CNPJ, CEP, GovTech, Validação, Endereços, Cloudflare Workers, MCP

517 uses

instagram-mcp

Connect Instagram to your workflows. Access account and media data, and streamline content tasks from one place.

4 uses

financial-research

Analyze stocks with quick summaries, analyst targets, recommendations, and sector insights. Track SEC filings, insider transactions, dividends, splits, and institutional holders. Access financial statements and summarize filings to surface key points.

51 uses

seamless-prospecting

Find and enrich B2B contacts and companies for prospecting and outreach. Uncover verified emails, phone numbers, and firmographic insights. Review your organization's saved leads and track research progress and credit usage.

23 uses

hacker-news-mcp

Enable seamless interaction with Hacker News directly from Claude Desktop. Browse latest, top, and best stories, view detailed story information, and read comments with clean formatting for enhanced readability. Access Hacker News content effortlessly using natural language or commands.

10 uses

slotmachine

Roll custom dice and spin a slot machine to explore luck and randomness. Take quick, playful breaks or run simple probability exercises. Get instant results useful for teaching, prototyping, and fun.

76 uses

nextcloud-mcp-server

Enable Large Language Models like Claude, GPT, and Gemini to interact with your Nextcloud data through a secure API. Create notes, manage calendars, organize contacts, work with files, and more - all through natural language conversations.

54 uses

my-mcp-server

Jumpstart your workflow with a ready-to-run TypeScript starter featuring examples for math, greetings, time queries, image generation, and code review. Customize actions, resources, and prompts to fit your needs. Speed up prototyping by extending the included patterns.

11 uses

joemcp

Manage clients, contacts, proposals, estimates, and projects in Joe API. Create and track action items, assign supervisors, and coordinate schedules to keep work moving. Monitor project finances with summaries and detailed views to make informed decisions.

263 uses

fons-unit-testing-mcp-server

Speed up writing unit tests for FONS Enterprise. Search trusted docs and code examples to learn patterns and grab relevant snippets. Generate AAA-style tests with mocking for your classes and methods in seconds.

22 uses

scam-shield-by-brokerchoosercom

BrokerChooser’s Scam Shield MCP server provides a simple way for AI agents and applications to verify whether a financial entity, broker, or investment website is legitimate or potentially fraudulent. - Agents can check an entity by name or URL. - Results are powered by BrokerChooser’s aggregated scam database, which consolidates warnings and alerts from major financial regulators and official sources worldwide. - Developers can integrate this into applications to detect suspicious brokers, flag risks for end-users, and strengthen financial safety. In short: it’s a plug-and-play financial scam check API that helps prevent fraud.

51 uses

gmail

Manage Gmail messages, threads, labels, drafts, and settings from your workflows. Send and organize emails, apply labels in bulk, and automate filters, forwarding, aliases, and S/MIME. Monitor mailbox changes and streamline tasks like vacation responders and thread cleanup.

32 uses

cerebral-valley

Cerebral Valley is the #1 AI ecosystem bringing together the best builders through events, community, and more.

1 uses

arch-mcp

Explore the Arch Linux ecosystem with fast search across the Arch Wiki, AUR, and official repositories. Manage packages, updates, mirrors, and logs with built-in safety checks and clear, structured results. Troubleshoot issues and plan secure installs with guided workflows. Prefer Local Installation: https://nxk.mintlify.app/arch-mcp/install

5 uses

brevo-mcp

Brevo MCP is a streamlined control panel for managing all Brevo API capabilities in one place. It allows you to send transactional emails and SMS, manage contacts, run campaigns, handle conversations, configure webhooks, track events, and access CRM, e-commerce, and WhatsApp features—all through an organized, ready-to-run interface.

9 uses

agentmail

Create inboxes and send emails. Manage threads, labels, and replies to keep conversations organized and surface messages that need attention. Automate workflows to find unreplied threads, respond, and update labels in one pass.

15 uses

greet-and-add

Add two numbers instantly and generate friendly greetings on demand. Speed up quick math and personalized salutations in your workflow. Keep simple tasks fast and reliable.

100 uses

hyperbrowser

Scrape, extract structured data, and crawl webpages effortlessly. Enhance your applications with powerful web scraping capabilities and structured data extraction tools.

85 uses

kirha-crypto

Connect your LLM to real-time crypto data. Track Ethereum wallet portfolios and P&L, Bitcoin Ordinals, whales' movements, market trends, news sentiment, and more. Perfect for building a crypto-omniscient AI agent: From investment co-pilot to on-chain investigation assistant.

2 uses

bright-data-search--scrape

Find current information across major search engines and extract web pages into clean, structured output. Run single or batch searches and scrapes to speed up research and monitoring. Receive JSON or Markdown results with URLs, titles, and summaries for easy analysis.

2 uses

mixpanel-integration

Talk to your Mixpanel analytics events data seamlessly! Query retention number, event data, funnels and more from any MCP client. Great for on-demand look ups like: "What's the weekly retention for users in the Feb 1 cohort?" I am adding more coverage of the Mixpanel API over time, let me know which tools you need or just open a PR. Make sure you go to your Mixpanel Organization Settings and create a service account. Then get your project ID from your project settings.

25 uses

kanta-mcp-server

Enable AI assistants to interact seamlessly with Kanta data by managing clients, users, persons, and organizational structures. Facilitate operations such as creating, updating, searching, and downloading reports or files through a standardized protocol. Streamline access to Kanta's comprehensive data for enhanced automation and insights.

2 uses

my-mcp-server-251127

Kickstart a TypeScript template to build and customize Model Context Protocol integrations. Try built-in examples for calculation, greetings, current time, image generation, and server info to move fast. Extend with your own tools, resources, and prompts as your needs grow.

9 uses

cloudflare-dns-manager

Manage your Cloudflare DNS records seamlessly through AI agents. List, create, update, and delete DNS records with full support for various record types and Cloudflare API features. Securely control your domain's DNS settings with scoped API tokens and easy integration.

47 uses

mcp-seeker

Search hotels by city, state, country, or geolocation and explore detailed property info. Check live availability, compare rates and room types, and review boards and promotions. Create ready-to-book links with preselected rooms, rates, supplements, and optional guest details.

25 uses

my-mcp-server

Kickstart development with a ready-to-run TypeScript starter that includes example tools for greetings, calculations, time lookup, and image generation. Customize and extend it to fit your workflows. Accelerate prototyping and testing with a clean structure for tools, resources, and prompts.

23 uses

metabase-mcp

Connect AI assistants to your Metabase analytics platform. Access dashboards, execute queries, and retrieve data seamlessly through conversational interfaces. Enhance your analytics experience with structured data access and robust error handling.

95 uses

gitlab

Enable project management and file operations with GitLab.

6 uses

solana-mcp-server

Create and import Solana wallets, manage balances, and view account information. Transfer SOL and SPL tokens, request airdrops on devnet/testnet, and set up token accounts. Switch networks and inspect transactions to streamline development and testing.

13 uses

promptforge

## About PromptForge PromptForge is an advanced AI prompt optimization MCP server that transforms your prompts into high-performance queries. Built by AI marketing strategist Steve Kaplan, this tool leverages proven optimization patterns to enhance prompt effectiveness across various AI models. ### 🚀 Key Features - **Intelligent Prompt Enhancement**: Automatically applies optimization patterns to improve clarity, context, and response quality - **Domain-Specific Tuning**: Tailors prompts for specific use cases (marketing, technical, creative writing, etc.) - **Analytics & Tracking**: Monitor prompt performance and optimization metrics over time - **Pattern Management**: Create, update, and manage custom optimization patterns for your specific needs - **Zero Configuration**: Works out of the box with sensible defaults, fully customizable when needed ### 💡 Why PromptForge? Getting the right response from AI models often requires carefully crafted prompts. PromptForge eliminates the guesswork by automatically enhancing your prompts with: - Clarity improvements - Context injection - Structure optimization - Domain-specific terminology - Response format specifications ### 🎯 Perfect For - **Content Creators**: Generate better blog posts, articles, and marketing copy - **Developers**: Get more accurate code generation and technical explanations - **Marketers**: Create compelling ad copy and campaign strategies - **Researchers**: Formulate precise queries for comprehensive results - **AI Enthusiasts**: Maximize the potential of any AI interaction ### 🛠️ Built by Practitioners Created by Steve Kaplan, founder of StudentAIDetector and developer of multiple AI marketing tools, PromptForge represents real-world experience in AI-driven content optimization. As a fractional CMO and AI implementation specialist, Steve built this tool to solve actual prompt engineering challenges faced by businesses leveraging AI for growth. ### 📈 Get Started in Seconds Simply install via Smithery and start optimizing your prompts immediately. No complex setup, no API keys required for basic usage - just instant prompt enhancement.

14 uses

better-auth-server

# Better Auth MCP Server [](https://smithery.ai/server/@dabhivijay2478/auth) **Comprehensive Better Auth integration tools for TypeScript applications.** Access complete documentation, configure **6+ authentication providers** (Google, GitHub, Apple, Facebook, Microsoft, Email/Password), **6 database adapters** (PostgreSQL, MySQL, SQLite, MongoDB, Prisma, Drizzle), and **14+ security plugins**. With this MCP server you can: - Generate **production-ready configurations** - Validate setups with best-practice recommendations - Explore detailed **framework-specific guides** for Next.js, Nuxt, SvelteKit, Remix, and more

1 uses

greetings--images

Create multilingual greetings and generate custom images for messages, social posts, and branding. Tailor tone, language, and visual style to your audience for polished results. Request a comprehensive code review when working with source code.

14 uses

todoist-integration-server

Enable your LLM to interact seamlessly with Todoist by connecting to this server. Manage tasks, projects, and more using the full Todoist API through natural language commands. Simplify productivity workflows by integrating Todoist capabilities directly into your AI assistant.

25 uses

ngss-standards-explorer

Search and retrieve NGSS standards by code, domain, or topic. Explore three-dimensional components (SEPs, DCIs, and CCCs) and discover related standards by shared practices, concepts, or core ideas. Plan cohesive curriculum units with suggestions for compatible standards.

3 uses

zuplo

Manage and secure your APIs with flexible policies, routing, and rate limits. Monitor traffic and performance with analytics to optimize reliability.

84 uses

kalimcp-mcp-server

Streamline ethical security testing with a curated set of Kali-based reconnaissance, web, crypto, reversing, and forensics workflows. Run reproducible assessments with managed workspaces and shareable results. Use only on systems you own or have explicit permission to test..

8 uses

websearch

Enable your AI assistants to perform real-time web searches and retrieve the latest information on any topic. Integrate seamlessly with the WebSearch Crawler API for efficient and accurate search results. Enhance your applications with up-to-date knowledge and insights from the web. This is self-hosted service, free You will need to selfhost web api on local or vps. follow [guide here](https://github.com/mnhlt/WebSearch-MCP/blob/main/README.md)

2 uses

simple-search

Simple Tavily Search MCP Server This is a simplified version of the Tavily search server for Smithery.

103 uses

falai-image-generation-server

MCP fal.ai Image Server Effortlessly generate images from text prompts using fal.ai and the Model Context Protocol (MCP). Integrates directly with AI IDEs like Cursor and Windsurf. ## When and Why to Use This tool is designed for: - Developers and designers who want to generate images from text prompts without leaving their IDE. - Rapid prototyping of UI concepts, marketing assets, or creative ideas. - Content creators needing unique visuals for blogs, presentations, or social media. - AI researchers and tinkerers experimenting with the latest fal.ai models. - Automating workflows that require programmatic image generation via MCP. Key features: - Supports any valid fal.ai model and all major image parameters. - Works out of the box with Node.js and a fal.ai API key. - Saves images locally with accessible file paths. - Simple configuration and robust error handling. ## Quick Start 1. Requirements: Node.js 18+, fal.ai API key 2. Configure MCP: { "mcpServers": { "fal-ai-image": { "command": "npx", "args": ["-y", "mcp-fal-ai-image"], "env": { "FAL_KEY": "YOUR-FAL-AI-API-KEY" } } } } 3. Run: Use the generate-image tool from your IDE. 💡 Typical Workflow: Describe the image you want (e.g., “generate a landscape with flying cars using model fal-ai/kolors, 2 images, landscape_16_9”) and get instant results in your IDE. ### 🗨️ Example Prompts - generate an image of a red apple - generate an image of a red apple using model fal-ai/kolors - generate 3 images of a glowing red apple in a futuristic city using model fal-ai/recraft-v3, square_hd, 40 inference steps, guidance scale 4.0, safety checker on Supported parameters: prompt, model ID (any fal.ai model), number of images, image size, inference steps, guidance scale, safety checker. Images are saved locally; file paths are shown in the response. For model IDs, see fal.ai/models. ## Troubleshooting - FAL_KEY environment variable is not set: Set your fal.ai API key as above. - npx not found: Install Node.js 18+ and npm. Advanced: Example MCP Request/Response Request: { "tool": "generate-image", "args": { "prompt": "A futuristic cityscape at sunset", "model": "fal-ai/kolors" } } Example response: { "images": [ { "url": "file:///path/to/generated_image1.png" }, { "url": "file:///path/to/generated_image2.png" } ] } ## 📁 Image Output Directory Generated images are saved to your local system: - By default: ~/Downloads/fal_ai (on Linux/macOS; uses XDG standard if available) - Custom location: Set the environment variable FAL_IMAGES_OUTPUT_DIR to your desired folder. Images will be saved in /fal_ai. The full file path for each image is included in the tool's response. ## ⚠️ Error Handling & Troubleshooting - If you specify a model ID that is not supported by fal.ai, you will receive an error from the backend. Double-check for typos or visit fal.ai/models to confirm the model ID. - For the latest list of models and their capabilities, refer to the fal.ai model catalog or API docs. - For other errors, consult your MCP client logs or open an issue on GitHub. ## 🤝 Contributing Contributions and suggestions are welcome! Please open issues or pull requests on GitHub. ## 🔒 Security - Your API key is only used locally to authenticate with fal.ai. - No user data is stored or transmitted except as required by fal.ai API. ## 🛡 License MIT License © 2025 Madhusudan Kulkarni

15 uses

bayarcash-mcp-server

Manage Bayarcash payments and transactions. Create and track payment intents, list portals, channels and FPX banks, and enroll FPX Direct Debit. Monitor revenue and filter results across sandbox or production.

71 uses

ziwei--bazi-astrology

Generate Ziwei Doushu and Bazi charts with insights into palaces, stars, and the five elements. Explore fortunes across decades, years, months, days, and hours to time decisions and plan ahead. Compare available astrology systems and analyze elemental strengths, balance, and gaps.

189 uses

telegram-bot-mcp

Send messages and notifications to Telegram chats from your workflows. Deliver quick alerts, updates, and status messages to individuals or groups. Add simple messaging wherever you need real-time reach.

20 uses

opsgenie-alert-management-server

Manage Opsgenie alerts efficiently by listing, creating, acknowledging, and closing alerts. Add notes, view activity logs, and customize alert details seamlessly. Integrate with various transports including stdio, HTTP, and SSE for flexible deployment and usage.

86 uses

rostro-image-video-3d-voice-sfx-music

Turn any language model into a multimodal powerhouse that can generate images, music, videos and more on the fly. Rostro's tools are designed to be used by language models from the ground up, expanding capabilities with minimal context bloat. ## Quick Setup You will need a [Rostro account](https://rostro.dev/login/sign_up) for OAuth discovery and authentication in your client of choice. **MCP Server URL:** `https://proto.rostro.dev/mcp` ## Quick Install Links - **Cursor**: [Install in Cursor](https://cursor.com/en/install-mcp?name=Rostro&config=eyJ1cmwiOiJodHRwczovL3Byb3RvLnJvc3Ryby5kZXYvbWNwIiwiaGVhZGVycyI6e319) - **LM Studio**: [Install in LM Studio](https://lmstudio.ai/install-mcp?name=rostro&config=eyJ1cmwiOiJodHRwczovL3Byb3RvLnJvc3Ryby5kZXYvbWNwIn0%3D) ## API Key Setup (Optional) For fixed API authentication instead of OAuth, add this to your settings: ```json "rostro": { "url": "https://proto.rostro.dev/mcp", "headers": { "Authorization": "Bearer <YOUR_API_KEY>" } } ``` Get an API key from your [account page](https://rostro.dev/account). ## Client-Specific Setup ### Claude Desktop and Claude.ai 1. Go to [Claude Connectors](https://claude.ai/settings/connectors) 2. Click "Add Custom Connector" 3. Fill out the form: - Name: "Rostro" - URL: "https://proto.rostro.dev/mcp" 4. Click "Add" 5. Hit "Connect" and follow the OAuth flow 6. Optionally, click "Configure" to give Claude preapproval for individual tools ### Claude Code Install using the command line: ```bash claude mcp add rostro -t http https://proto.rostro.dev/mcp ``` Then start Claude and follow the instructions to complete authentication. ## What is MCP? Model Context Protocol (MCP) is an open standard that allows language models to securely connect to third-party data sources and tools. [Learn more about MCP](https://modelcontextprotocol.io/docs/getting-started/intro)

7 uses

unbrowse

Connect to any website's backend directly by indexing it with our chrome extension. Write API-level scraping code simply by asking for unbrowse RAG mode, where any indexed api's documentation is added to context, easily vibeable to be integrated into your codebase. Execute queries and actions at the network level without browser overhead. Pull competitor analytics, post content, extract reviews, and automate a plethora of workflows indexed by the public - using your existing credentials - up to 50x faster than browser automation. Grab your API key and set your encryption key at https://www.unbrowse.ai Examples: Help me RAG unbrowse to fetch yahoo finance stock data in my codebase -> unbrowse provides a route that will be inserted to your python script to fetch live stock data.

73 uses

diabetes-mcp

Check your latest Dexcom glucose and instantly look up carb counts for foods. Combine readings with carb info to plan meals and dosing with more confidence. Save time by keeping glucose and nutrition answers in one place.

10 uses

zuplo-weather

Access U.S. National Weather Service alerts, forecasts, observations, radar, and aviation data. Query by coordinates, zones, stations, or product types to retrieve precise local information. Monitor active alerts, get hourly and zone forecasts, and fetch TAF/SIGMET and text products for planning and analysis.

76 uses

rootstock-blockchain-interaction-server

Enable seamless interaction with the Rootstock blockchain through a standardized MCP interface. Manage wallets, perform transactions, deploy and manage ERC20 tokens, and query blockchain data easily. Simplify building and integrating Rootstock-based applications with comprehensive developer tools and APIs.

5 uses

firecrawl-web-scraping-server

Enable advanced web scraping, crawling, and content extraction capabilities for your agents. Perform deep research, batch scraping, and structured data extraction with automatic retries and rate limiting. Support both cloud and self-hosted deployments with seamless integration into popular MCP clients.

10 uses

vsftest

110 uses

vechain-mcp-server

Search VeChain documentation, query on-chain data, and fetch fee suggestions with direct links to relevant pages. Generate wallets and securely sign messages, certificates, and transactions. Accelerate development and operations with streamlined access to VeChain resources.

2 uses

firecrawl

MCP server for FireCrawl web scraping integration

1.06k uses

bluesky-mcp-server

Connect to Bluesky and interact with the ATProtocol using natural language. Fetch, analyze, and post content seamlessly within your LLM applications. Enhance your experience by leveraging Bluesky's features directly in your context window.

3 uses

seizedata-dazoom

Categorize bank and card transactions automatically to streamline expense tracking. Reveal spending patterns and merchants with clear categories and summaries. Accelerate budgeting, reconciliation, and reporting with accurate, structured data.

101 uses

bodrum-belediyesi

Provide a scaffold for building MCP servers with ease. Accelerate development by leveraging pre-built tools and integrations. Simplify the creation and management of MCP-compliant services.

6 uses

due-diligence-assistant

Provide comprehensive due diligence support by integrating various data sources and tools to streamline the evaluation process. Enable efficient access to relevant documents, perform analyses, and generate insightful reports. Enhance decision-making with automated workflows tailored for due diligence tasks.

13 uses

instantly

This Model Context Protocol (MCP) server acts as a bridge between AI agents and the Instantly.ai platform. It exposes tools allowing automated systems to fetch campaign lists, retrieve specific campaign details, and access various performance analytics (overview, daily, and step-based) for cold email outreach.

6 uses

imdb-explorer

Discover movies, TV shows, cast, crew, ratings, and box office from IMDb. Browse top charts, upcoming releases, and country-specific lists, with special coverage of Indian cinema. Filter by title, genre, year, language, and more to find exactly what you need.

18 uses

secdim-secure-coding-labs

Find hands-on secure coding labs for vulnerabilities like XSS, SQL Injection, and OWASP Top 10 topics. Get a personalized learning pathway based on your GitHub or SecDim profile to accelerate your remediation skills. Access curated resources and practice exercises tailored to your languages, frameworks, and experience level.

252 uses

ai-103

121 uses

news-feed-python-server

Provide a data feed of Blockbeats RSS to large language models, enabling them to answer user queries about news and information. Serve as an MCP server exposing news content via HTTP for seamless integration with LLM applications. Facilitate easy testing and interaction through a web-based MCP inspector UI.

17 uses