发现优秀的 MCP 服务器

Playwright MCP for macOS

Enables Claude to see and interact with any macOS application using natural language commands. Perfect for testing Mac applications, UI automation, and app development with AI assistance.

Voice MCP

Enables bidirectional voice interaction for Claude Code using local speech-to-text and text-to-speech models optimized for Apple Silicon. It provides tools to listen to user speech via microphone and speak responses aloud through system speakers.

MCP Web Research Server

一个用于网络研究的模型上下文协议（MCP）服务器。将实时信息带入 Claude，轻松研究任何主题。

Reader MCP Server

A Model Context Protocol server that connects MCP-compatible clients like Claude and VS Code to your Readwise Reader library, allowing them to list, retrieve, and update documents in your personal knowledge repository.

mcp-svstudio

用于 Synthesizer V AI Vocal Studio 的 MCP 服务器，它允许 LLM 创建/编辑人声轨道，例如将歌词添加到旋律中。

TEUS MCP Proxy

Local stdio bridge that exchanges TEUS email and password for a short-lived JWT and forwards MCP JSON-RPC to TEUS over HTTPS, enabling interaction with TEUS MCP for users with ADMIN or ROOT authority.

tooltrust-mcp

Scans MCP servers for prompt injection, supply chain attacks, excessive permissions, and code execution risks. Includes an offline blacklist that catches known-compromised packages like LiteLLM 1.82.7/1.82.8 and Trivy with zero latency.

godot-correctness-mcp

Offline static correctness MCP server for Godot 4.x GDScript projects that lints code, looks up API symbols, and validates scenes/resources, all without a running editor.

notebooklm-mcp-server

Enables AI agents to interact with Google NotebookLM for grounded, hallucination-free answers through notebook management, source management, research, and generation tools.

Cashfree CLI

Enables AI agents to test Cashfree payment integrations end-to-end by creating orders, simulating payments, listening to webhooks, and verifying signatures via MCP tools.

LP Internal AI MCP Server

Enables querying of live organizational data (student records, outcomes, certifications, finances, donations, communications) via Claude using structured database queries and semantic search.

Warpmetrics MCP Server

Connects AI assistants to Warpmetrics telemetry data to monitor AI agent performance, execution runs, and LLM costs. It allows users to query success rates, latency, and spend metrics directly through natural language interfaces.

WaveXisMCP

A comprehensive browser automation MCP server providing 149 tools across 13 capability tiers, enabling LLMs to control Chrome/Edge via CDP or BiDi protocols with features like navigation, screenshots, network interception, and more.

RPG Maker MZ MCP Server

Enables creating RPG Maker MZ games using natural language through AI assistance, with tools for project management, map creation, event systems, and batch operations.

SignalEDI MCP Server

Enables AI assistants to parse, validate, send, and inspect X12 EDI documents via the SignalEDI Core API, with optional QuickBooks integration and a demo mode for keyless local testing.

MCP Knowledge Server

A remote MCP server that indexes Markdown knowledge from GitHub into Cloudflare KV, enabling AI assistants to perform fast keyword searches and retrieve documents with low latency.

mcp-doc-reader

Enables AI assistants to read and extract text content from PDF, Excel, and Word documents via the Model Context Protocol.

Vigil

MCPWatch: observability for MCP servers. One line instruments any Python MCP server (FastMCP and the low-level Server) and tracks per-tool latency (p50/p95/p99), error rates, silent failures (empty/null returns and isError), and call volume. REST API, CLI, and alert hooks. MIT, no config required.

goofish-z-mcp

Provides MCP interface to Xianyu (Goofish) for searching items, managing price watches, and monitoring prices via CLI, HTTP API, or MCP.

YAPI MCP Server

Enables LLM clients to browse and inspect YAPI API documentation, including project info, categories, interfaces, and full API details with request/response schemas.

imprint-mcp-server

Enables querying local meeting notes, calendar events, email metadata, and daily digests from Imprint's database via natural language through Claude Desktop and other MCP clients.

hippmem-mcp

Enables AI assistants to have persistent associative memory across sessions by storing memories, discovering associations, and retrieving them via spreading activation.

RenderDoc MCP

Enables AI clients to analyze RenderDoc captures by browsing draw/dispatch events, inspecting pipeline state and shaders, and paginating vertex/constant buffer data.

mcp-youtube-transcript

一个模型上下文协议服务器，可以从 YouTube 视频中检索文本记录。该服务器通过一个简单的界面直接访问视频的文本记录和字幕，使其成为内容分析和处理的理想选择。

mcp-leclerc-drive

MCP server for E.Leclerc Drive that enables searching products, managing a cart, and preparing grocery orders natively through natural language.

MoviePilot MCP Admin

Enables AI agents to control MoviePilot through the MCP protocol for managing subscriptions, downloads, media searches, and system status.

geolens-mcp

Read-only access to a self-hosted GeoLens geospatial catalog: dataset search, schemas, GeoJSON features, saved maps, and sandboxed read-only SQL over PostGIS.

Stargate MCP Server

Hosted MCP server that exposes Stargate's API to AI agents via a deterministic, 1:1 tool mapping, enabling crypto/DeFi interactions without authentication.

swipl-mcp-server

This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports loading Prolog files, adding/removing facts and rules, listing symbols, and running queries with two modes: deterministic pagination and true engine backtracking.