Discover Awesome MCP Servers

python-repl-mcp

一个基于MCP的Python REPL服务器，支持多会话管理、代码执行、历史记录回放和包安装，为AI提供Python解释器能力。

VS Code + GPT Bridge

Enables GPT Desktop to interact with local file systems and execute shell commands. Supports file operations (read, write, edit, delete), directory management, file search, and git status checks through natural language.

Security Scanner MCP Server

Multi-engine container and system vulnerability scanning for AI agents. Wraps Trivy and Grype with cross-engine validation, SBOM generation, and IaC misconfiguration scanning.

mcp-service

A 3-tier relay service that serves MCP tools via WebSocket, including calculator, scripture lookup, and location-based recommendations.

Telegram MCP Chigwell

Read-only MCP server for Telegram that enables reading messages and transcribing voice, audio, and video notes via the Telegram API for use with Codex and Claude Code.

Citadel

Local-first, encrypted memory for AI agents, with cryptographic forgetting.

Centrex MCP Server

Enables Claude to interact with the Centrex CRM & LOS API, providing direct access to contacts, advances, documents, alerts, users, teams, and lender submissions.

Web Explorer MCP

Enables private web search and webpage content extraction using a local SearxNG instance, prioritizing user privacy and autonomy.

pocketbase-mcp

A Model Context Protocol server that provides AI assistants like Claude with full access to PocketBase backends through natural language. It enables CRUD operations on records, collection management, authentication, file handling, and database administration via a Pythonic interface.

duck-duck-scrape-mcp

一个 MCP 服务器，用于通过 DuckDuckGo 提供（免费！）搜索结果

test-my-mcpserver

测试 (cè shì)

Excel-Power-Pivot-MCP

A Model Context Protocol (MCP) server that enables AI assistants to interact with Excel Power Pivot data models. Create and manage DAX measures, relationships, and more through natural language.

Plesk Extensions Guide MCP Server

Provides semantic search capabilities over the Plesk Extensions Guide documentation using Retrieval-Augmented Generation (RAG) and vector embeddings. It enables AI assistants to retrieve relevant technical information and answer natural language queries regarding Plesk extension development.

Jira MCP Server

A comprehensive MCP server for Atlassian Jira that enables AI assistants to manage issues, sprints, comments, and worklogs through natural language.

threadr-mcp

An MCP server that provides AI agents with full Reddit API capabilities including search, browsing, reading, posting, commenting, voting, editing, and deleting.

regex-quality

Provides tools to test regex patterns for correctness, performance (ReDoS), and memory usage, and suggests safe rewrites. Enables LLMs to iterate on regex generation with verifiable feedback.

weaviate-mcp

An MCP server and document upload API designed for RAG workflows with Weaviate vector databases. It enables users to search, retrieve, and manage documents across specialized collections like account notes, product promos, and contracts.

mcp-server-engine

An archived MCP server providing 14 tools (bant_qualify, ocr_extract, asr_transcribe, etc.) originally built on Python/FastAPI/Cloud Run.

obsidian-mcp-context

Parses an Obsidian vault and exposes structured context (notes, blocks, tasks, headings) through MCP tools, enabling AI clients to query and reason over local markdown notes.

TorrentClaw-MCP

Giving AI assistants the ability to search movies and TV shows, find torrents with magnet links, check streaming availability, and explore cast/crew metadata.

LlamaIndex Documentation MCP Server

Enables searching and fetching LlamaIndex documentation for integration with VS Code Copilot and other MCP clients.

Obsidian Tasks MCP Server

Enables AI assistants to manage Obsidian tasks with full CRUD operations, querying, and date-based filtering via MCP.

Crawl4AI RAG MCP Server

Provides web crawling and RAG capabilities for AI agents, enabling scraping of websites, storing content in a vector database (Supabase), and performing semantic search over crawled data.

GitHub PR MCP Server

镜子 (jìng zi)

codemagic-mcp-server

Build, sign, and publish iOS and Android apps through AI agents. Integrates Codemagic CI/CD, App Store Connect, and Google Play in one server.

HumanBrowser

Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A2A 1.0 endpoint. The MCP server lets Claude Desktop, Cursor, and Cline drive a real browser via three tools (humanbrowser_run, humanbrowser_stream, humanbrowser_viewer_url).

Simplified MCP Server

A Model Context Protocol server that enables LLMs like Claude and Cursor to manage social media accounts and create posts across multiple platforms (including Facebook, Instagram, Twitter, LinkedIn, TikTok) through Simplified's API.

mcp-server-demo

Example MCP server built with FastMCP, demonstrating tools, resources, and prompts for AI integration.

Stock-MCP

Provides access to Massive (Polygon) market data including stock and options OHLCV bars as CSV, ticker search, and market movers via FastMCP.