发现优秀的 MCP 服务器

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.

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.

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.

Dongtori MCP Server

Searches for children's programs at public facilities like libraries and cultural centers in South Korea, answering natural language queries about schedules, fees, and registration.

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.

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.

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.

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.

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.

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.

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.

goofish-z-mcp

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

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。

bazaligjore

An MCP server for researching Albanian legislation, providing access to the Official Gazette, amendment graphs, and Constitutional Court decisions via a structured index.

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.

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.

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.

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.

codebase-rag

Enables LLM agents to efficiently understand and navigate a codebase by providing semantic search over symbols and a reference graph, replacing expensive grep/glob calls with structured tools like definition lookup, caller/callee queries, and change-impact analysis.

hippmem-mcp

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

Google Flights Policy Recommender (MCP)

Searches Google Flights, labels results as in-policy or out-of-policy based on a travel policy file, and ranks them by preferences like nonstop, alliance, or price.

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.

@striderlabs/mcp-discord

An MCP server for Discord that enables AI assistants to interact with Discord servers, channels, and messages via the Discord API.