发现优秀的 MCP 服务器

ai-text-engine

MCP server that enables AI agents to create, edit, validate, and export single-file HTML text adventure games using JSON story data and MCP tools.

@docweave/mcp

Write and read PDF documents via MCP: generate PDFs from HTML, URLs, or templates, and extract text from PDFs with OCR support.

Gemini Search MCP

Enables web search using Google Gemini with search grounding and question-answering on local documents, with support for chunked document reading.

Google Docs MCP Server

Connects Claude to Google Docs, allowing users to list, read, create, update, search, and delete documents in their Google Drive through natural language interactions.

MCP Python Examples

Provides two MCP server examples in Python: a minimal greeting tool and a weather tool that fetches real-time data from Open-Meteo API.

repo-contract

An MCP server that enforces repository governance rules for AI coding agents, providing tools to validate plans, diffs, and scan for architectural and safety violations.

Vala-Fi MCP Server

A Bloomberg Terminal you can talk to. Query company relationships — suppliers, customers, competitors, supply chain paths — directly from Claude, Cursor, or any MCP-compatible AI assistant.

qdrant-mcp

MCP server that gives AI coding agents persistent, semantic memory via Qdrant vector search, enabling workspace-aware codebase, documentation, and decision search.

pipen-mcp

Exposes pipen bioinformatics pipelines as MCP tools, allowing AI assistants to discover and run complex workflows through a progressive disclosure interface.

Tribunal TST: Validação de CNDT

Consultas a Certidão de Negativa de Débitos Trabalhistas (CNDT) na fonte oficial do Tribunal Superior do Trabalho, com leitura somente e pré-pago.

Apple Health AI Bridge MCP Server

Read-only MCP server that exposes Apple Health data (steps, workouts, sleep, etc.) from a local SQLite store, allowing AI agents to query health metrics without sending data to hosted services.

Thermal Sentinel MCP Server

Enables AI agents to monitor urban heat risk, detect heat waves and anomalies, and generate alerts with urban-planning recommendations via the FortyGuard Temperature API.

mcp-esa-server-python

A Python-based MCP server that enables users to interact with the esa.io API for documentation management. It provides tools for retrieving user information and performing full CRUD operations on articles.

LanternFS

Enables MCP clients like ChatGPT to securely access and manage a controlled local directory over a remote, OAuth-protected endpoint, with configurable filesystem roots and ngrok tunneling.

Germany Intelligence MCP

An evidence-based career intelligence layer for the German software job market, exposed to Claude as an MCP server.

ZapFetch MCP Server

An APAC-native web scraping API for AI agents that provides tools for scraping, crawling, searching, and extracting structured data from websites, directly usable from MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

MCP Chat Adapter

用于使用 OpenAI 兼容聊天端点的 MCP 服务器

sf-docs-mcp

Enables LLM agents to search, read, and query Salesforce documentation across 129 domains. Uses a pre-compiled knowledge graph with 53,000 nodes and 18,000 code snippets for instant retrieval without RAG.

Dynamo MCP

Exposes cookiecutter templates through MCP, enabling discovery, registration, management, and project generation from templates.

ceph-doc-kb

Enables semantic and keyword search of Ceph documentation with version-aware, component-scoped indices, supporting command lookup and code example retrieval.

MCP TabNews Integration

一个模型上下文协议服务器，使人工智能工具能够与 TabNews 互动，从而通过自然语言获取内容、评论、分析和 RSS 订阅。

undo-mcp

A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots file states before modifications, deduplicates unchanged checkpoints, and enables lightning‑fast restoration so you can experiment confidently with AI‑driven edits.

lean-mcp

Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI clients to compile and check theorems with Mathlib.

OpenSquilla MCP Gateway

A bidirectional Model Context Protocol gateway that exposes OpenSquilla session capabilities to MCP hosts via stdio and connects to external MCP servers, bridging tool/resource requests to OpenSquilla Gateway WebSocket RPC.

Expense Tracker MCP

Tracks and manages personal expenses with tools to add, view, filter by category, and summarize spending over date ranges using SQLite storage.

SystemKernelMCP

Provides 180+ tools for full system control including terminal, Git, Docker, Kubernetes, VMs, BIOS, kernel, cybersecurity, AI, and cloud, designed to work with MCP clients like Cursor and Claude Desktop.

Spotify MCP Server

Enables AI agents to search Spotify, inspect playback state, manage devices, and control music through the official Spotify Web API using OAuth authentication.

Baseball Stats MCP Server

Provides comprehensive baseball analytics through 32 tools covering pitching, batting, defensive metrics, and visualizations via the Model Context Protocol, enabling natural language queries for advanced Statcast and MLB statistics.

flow-codeblock

Enables safe, remote execution and management of user JavaScript scripts through a Rust-based backend, with change preview and confirmation before applying updates.