Discover Awesome MCP Servers

sample-mcp

A sample MCP server built with Node.js and TypeScript, demonstrating the three core primitives: Tools, Resources, and Prompts.

Docfork

Provides up-to-date documentation for 9000+ libraries directly in your AI code editor, enabling accurate code suggestions and eliminating outdated information.

AI Sales Analytics MCP Server

Automates sales data analysis by cleaning CSV, generating AI insights, creating interactive HTML dashboards, exporting PDF reports, and emailing them, all via MCP tools and multi-model AI fallback.

OECD MCP Server

Provides AI assistants access to over 5,000 OECD economic and statistical datasets via the SDMX API for search, analysis, and comparison across 38 countries.

xlwings Excel MCP Server

Enables Excel automation via natural language, providing session-based workbook management, data manipulation, formulas, charts, and formatting through the Model Context Protocol.

ember-memory

Preserves the emotional texture of human-AI conversations across sessions through real-time experiential annotation — temperature, authenticity, shifts, subtext, and unspoken context.

MCP Harmony Context

Provides context about Toon Boom Harmony and its scripting API, enabling AI assistants to access Harmony's API documentation and help developers work with Harmony's scripting capabilities.

vision-mcp

Gives text-only coding agents the ability to 'see' images, videos, and screenshots by routing them to a vision model and returning structured text.

Polymarket Autonomous Trader

Enables autonomous trading on Polymarket prediction markets using natural language thesis descriptions, with risk management and MCP integration.

CXA MCP Server

Enables MCP-compatible agents to run real browser-based performance scans on any URL and receive a rich Markdown dashboard with Core Web Vitals, grades, and actionable recommendations.

kbk-mcp

MCP server for KaboomKartell radio, enabling AI assistants to query live tracks, vote for songs, and access radio stats and schedule.

MifosX Self Service MCP

Enables AI-driven banking workflows through secure interaction with Apache Fineract/MifosX Self-Service APIs, including authentication, account management, loans, savings, and transfers.

anydocs

Provides fast, token-efficient search over coding agent documentation (e.g., Claude Code, Cursor) using local SQLite FTS5 indexing, with tools for searching snippets, reading pages, and grepping markdown.

Jokes MCP Server

A Model Context Protocol server that provides various jokes (Chuck Norris, Dad jokes, etc.) which can be integrated with Microsoft Copilot Studio and GitHub Copilot.

Project RAG wiki

MCP server for searching, reading, listing, writing, and appending Markdown wiki content using RAG with ChromaDB.

datagov-uk

Enables access to UK government open data via the data.gov.uk CKAN API, allowing querying of datasets through natural language or direct MCP tools.

Unstoppable Domains MCP Server

Search, register, and manage domain names through natural conversation with AI assistants.

Nano Banana MCP

Wraps Google Gemini's image generation API as an MCP server, enabling text-to-image, image editing, and grounded search workflows from any MCP client.

Africa's Talking Airtime MCP

Enables users to manage airtime transactions through the Africa's Talking API, allowing them to check account balance, send airtime to phone numbers, view transaction history, and analyze top-up patterns across supported African countries.

Google Ads MCP Server

Enables reading and writing the Google Ads API for full campaign management, with a dry-run/confirm safety flow on every write.

axomind-mcp

MCP server for Axomind — enables AI assistants to manage activities, mindmaps, and messages through a harmless proxy to the Bot API.

MCP book

個人用MCPサーバー（モデルコンテキストプロトコルブック）のモノレポ

mysql-ops-mcp

Enables AI tools to interact with MySQL databases through natural language, including schema browsing, queries, CRUD operations, with destructive actions gated behind user approval.

Flux UI MCP Server

Flux UIコンポーネントのリファレンス情報を提供し、AIアシスタントがFlux UIデザインシステムのコンポーネントドキュメントやサンプルにアクセスできるようにします。

notebooklm-py-diet-mcp

Connects AI coding agents to Google NotebookLM, enabling querying notebooks, adding sources, and generating artifacts like reports, podcasts, and slide decks.

Romanian Law MCP Server

Enables querying and searching Romanian legislation, including statutes, provisions, and EU law integration, directly from AI clients.

Lerian MCP Server

Provides AI assistants with comprehensive documentation, tutorials, and SDK code generation for all 5 Lerian products (Midaz, Tracer, Flowker, Reporter) through a single unified tool. Documentation-only mode with no live API access.

Text Counter MCP Server

Provides a tool to calculate basic text metrics including character count, characters without spaces, and word count.

SSW Rules MCP

An MCP server that enables AI agents to search and retrieve SSW Rules, a collection of 3,700+ best-practice rules, using semantic search.

captain-search

CLI-first web and code search for agents, with MCP support for integration with IDEs like Cursor, VS Code, and Claude Code.