发现优秀的 MCP 服务器

FluxGit MCP Server

Safety-first Git MCP server: 22 read-only tools designed for agent context budgets; writes are proposals approved by a human in the FluxGit desktop app.

Garmin MCP Lite

A lightweight Garmin Model Context Protocol server with 12 curated endpoints for endurance athletes, enabling natural-language queries of activity, training, health, device, and goal data from Garmin Connect.

strava-mcp

A read-only local MCP server for querying your own Strava data from Codex, providing tools for activities, athlete profile, stats, gear, and more.

ipums-mcp

An MCP server that exposes the IPUMS API as LLM tools for browsing metadata, creating and downloading extracts, and generating reproducible R/Python code.

mcp-read-only-sql

Provides secure read-only SQL access to PostgreSQL and ClickHouse databases with built-in safety features like read-only enforcement, timeouts, and managed result files.

GitHub MCP Server

镜子 (jìng zi)

Oracle Forms MCP

Enables AI assistants to inspect and query Oracle Forms modules (blocks, triggers, program units, etc.) without Forms Builder, supporting reverse engineering, code review, and modernization.

mcp-notify

Provides sound alerts, voice messages, and macOS notifications for Claude Code and other MCP-compatible AI assistants.

metoro-mcp-server

镜子 (jìng zi)

gemini-mcp-server

Enables Claude to analyze codebases, search the web, process images, and brainstorm ideas using Gemini's massive context window.

AnythingLLM Control Plane MCP Server

Enables managing and controlling AnythingLLM instances through MCP, providing tools to list, create, and delete workspaces, retrieve system environment settings, and get vector counts.

Wiki Analytics Specification MCP Server

Enables AI coding tools to query and validate analytics event specifications maintained as Wiki markdown tables, providing structured access to events, properties, and implementation details through MCP.

UnWeb MCP Server

Enables conversion of webpages to clean markdown with content quality scoring and multi-page crawling for documentation sites. Supports Claude Code, Cursor, and Windsurf with native LangChain and LlamaIndex export formats.

Better Ableton MCP

A custom Ableton Live MCP focused on keeping sets tidy and creating MIDI that fits material already in the set.

bambam

MCP server for agent-first Kanban board management, enabling agents to create, move, comment, and claim pebbles (cards) across statuses like requested, code_creation, testing, validation, and complete, with support for blocking, context feedback, and HIL (human-in-the-loop) transitions.

mcp-brain

A personal second brain on Cloudflare Workers that stores knowledge as a semantic graph with auto-linking, deduplication, and MCP tools for AI agents to save, search, and connect information.

Neo4J MCP Server by CData

Neo4J MCP Server by CData

android-adb-mcp

MCP server for Android device management via ADB, enabling inspection and configuration of Android devices over USB or Wi-Fi.

mcp-shipcheck

Audits local package folders to generate publish-readiness reports and previews of NPM tarball contents. It helps developers identify and resolve configuration issues like missing types or broken exports before releasing code.

knowledge-mcp

An MCP server that allows Claude to export knowledge and experience into a personal knowledge corpus of markdown files with YAML frontmatter, organized by category, with tools for saving, reading, searching, and listing entries.

attest-mcp

Enables AI agents to scan payment endpoints for safety, returning a letter grade (A–F) and verdict before authorizing payments.

Navidrome-MCP

Analyze listening patterns, create custom playlists, discover missing albums, validate radio streams, and provide personalized recommendations through natural language.

agentcheckpoint

An atomic key-value store for AI agent coordination, ensuring agents always work with the latest state.

Google Analytics MCP Server

An experimental MCP server that enables interaction with Google Analytics APIs, allowing users to retrieve account information, run core reports, and access realtime analytics data through natural language queries.

Playread

Enables Google search automation and web content extraction using Playwright. Performs Google searches and fetches main content from web pages, returning structured results in JSON format.

xenodocs-mcp-server

Fetches up-to-date, version-specific documentation and code examples for any library, preventing outdated or hallucinated API usage in LLM responses.

memory-slim

Memory MCP server optimized for AI assistants, reducing context window tokens by 54.9% while preserving full functionality.

simple-good-llm-memory-mcp-server

Enables LLMs to store, search, and manage memories with hybrid semantic and keyword search using ChromaDB and Neo4j for persistent memory and knowledge graph capabilities.

sharepoint-mcp-server

SharePoint MCP Server is an enterprise-ready Model Context Protocol (MCP) server built with C# .NET 9. It enables local AI models (such as Ollama, Qwen, and Llama) to securely connect to Microsoft SharePoint and query document libraries, site metadata, and files via the Microsoft Graph API without exposing enterprise data to public clouds.

Homey-Wan-Kenobi-MCP

MCP server for controlling Homey Pro smart home systems, offering 60+ tools for device control, flow authoring, automation, monitoring, and network diagnostics.