Discover Awesome MCP Servers

LightRAG MCP

Enables querying an internal LightRAG knowledge base to retrieve technical documentation and structured information using hybrid search modes. It facilitates the integration of raw text or HTML results from a LightRAG server into LLM workflows.

GitHub GraphQL API MCP

A server that allows you to explore the GitHub GraphQL schema and execute GraphQL queries through MCP client tools, enabling efficient data retrieval from GitHub with reduced token consumption.

Auckland Transport MCP Server

Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.

Humanizer APIs MCP Server

Enables access to Humanizer APIs for text humanization with multiple models including basic, easy-use, and multi-language support. Requires API key authentication.

MLB Stats MCP Server

A Cloudflare Worker that provides access to MLB Statistics API data through the Model Context Protocol, supporting multiple endpoints like team info, player stats, game schedules, and live game data.

MCP Reloader

A hot-reload development tool that enables real-time development of MCP (Model Context Protocol) servers by automatically reloading tools as they're modified without requiring manual restarts.

PickAPIcon MCP

MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify API by simply asking LLMs rather than manually searching websites.

Admina MCP Server

Enables interaction with the Admina API to manage and query organizational SaaS resources including devices, user identities, service integrations, and account information across multiple services.

MCP-framework

通过在 GitHub 上创建一个帐户，来为 w-jeon/mcp-framework 的开发做出贡献。

MCP Blogger Posting Server

Enables LLMs to automate Google Blogger content management by providing tools for single and batch post creation via the Blogger API. It supports secure OAuth2 authentication and allows for seamless blog integration through the Model Context Protocol.

MCP Email Server with SendGrid

An MCP server that enables AI applications to send text, HTML, and template-based emails using SendGrid. It supports file attachments, CC/BCC recipients, and easy deployment via Python or Docker.

Task Manager MCP Server

Enables AI assistants to manage tasks through a comprehensive interface with 8 tools for creating, updating, searching, and tracking tasks with priorities, categories, and due dates. Features persistent file-based storage, advanced filtering, and task statistics for complete task management workflow.

MCP Hacker News

A Model Context Protocol server that enables AI tools like Claude and Cursor to fetch and interact with live Hacker News data (posts, comments, users) via standardized MCP endpoints.

a11y-mcp

An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot) and let them fix a11y issues for you!

perfsonar-mcp

An MCP server for perfSONAR that enables querying historical network measurements, discovering global testpoints, and scheduling active network tests. It provides tools for monitoring throughput, latency, and packet loss through integration with measurement archives and pScheduler.

Quickchat AI MCP server

Allows users to integrate their custom Quickchat AI Agents into various AI applications (Claude Desktop, Cursor, VS Code, etc.) through the Model Context Protocol, enabling AI-to-AI interactions.

Tapd MCP Server

这个项目还处于孵化阶段。

Amazon Ads API MCP

Enables AI applications to interact with Amazon Advertising API through the Model Context Protocol. Supports campaign management, performance reporting, audience targeting, and comprehensive advertising operations across Amazon's advertising ecosystem.

Hyperliquid MCP Server

A Model Context Protocol server providing comprehensive tools to access real-time market data, trading information, user positions, and analytics for the Hyperliquid perpetual futures exchange.

Universal AI Chat MCP Server

Enables real-time communication and shared vector memory between Claude Code, OpenAI Codex CLI, and Google Gemini CLI. It allows different AI platforms to exchange messages, share context, and collaborate through a unified MCP interface.

JMeter MCP Server

A Model Context Protocol server that enables execution of JMeter performance tests through AI assistants and MCP-compatible clients like Claude, Cursor, and Windsurf.

Reddit MCP Server

A Model Context Protocol server that enables AI assistants to fetch Reddit content including consensus on topics, top posts, helpful links, and related subreddits.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools. Supports cluster management, SQL execution, and workspace operations with OAuth authentication.

Atlassian Bitbucket MCP Server

镜子 (jìng zi)

Trello MCP Server

镜子 (jìng zi)

MCP_WolframAlpha

MCP\_WolframAlpha

Limetest MCP Server

A Model Context Protocol server that enables automated end-to-end testing with LLMs using Playwright's accessibility tree rather than pixel-based inputs.

GitHub MCP Test Repository

GitHub MCP 服务器功能的测试存储库

Slack

The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins 😏.

FHIR Progressive Discovery MCP Server

Enables progressive discovery and management of FHIR healthcare resources through intent-based grouping, with support for creating/validating resources, converting between formats, and transforming medical PDFs to FHIR DocumentReference resources.