发现优秀的 MCP 服务器

market-depth-lab-mcp

Read-only Hyperliquid and cross-exchange market research for AI agents, providing structured tools for live market data without requiring authentication.

conduit-mcp

A governance-layer MCP server that gates AI writes to systems of record, requiring human signatures and providing a tamper-evident audit trail. It offers read, propose, approve, commit, and audit tools, with demo and Xero backends.

ffmpeg-mcp

Enables audio and video manipulation using FFmpeg, including extracting audio, converting formats, merging files, trimming, and adjusting volume.

Banana Image MCP

Enables Claude and other AI assistants to generate high-quality images up to 4K resolution using Google's Gemini image models, with support for flexible aspect ratios, natural language editing, and Google Search grounding for accurate results.

veo-mcp-server

MCP server for 4K video generation using Google VEO 3.1 — text-to-video, image-to-video, video extension, and frame interpolation.

KatokMcp

KatokMCP lets AI assistants (Claude, OpenClaw, etc.) control KakaoTalk — Korea's #1 messaging app with 50M+ users. Read chats, send messages, list rooms, and manage members through the MCP protocol. Install: npm install -g @katok-mcp/mcp-server && katok-mcp setup Language: TypeScript | Platform: All (macOS/Windows/Linux) | Scope: Local

Melo MCP Server

Enables searching and filtering real estate properties in France through the Melo API. Supports comprehensive property searches with filters for price, surface area, location, and property type for both sales and rentals.

Symbol Image Generation MCP Server

Generates stylized 3D symbol images with automatic background removal using multiple AI image generators (Google Imagen, Stability AI, DALL-E 3) and integrates with MCP clients like Claude Desktop.

Vibsync

Vibsync gives Claude Code, Cursor, Codex, and other AI coding agents long-term team memory and live work context. It carries both what the team knows — discoveries, fixes, failed approaches, product rules, and decisions — and what the team is doing now — questions, tasks, ownership, and active work areas — across sessions and machines.

sql-mcp

NestJS-based MCP server for MySQL with session-level database selection and SQL safety controls. Enables executing SQL queries, listing databases, and connecting MySQL users with configurable safe modes.

Effect Airtable MCP Server

A production-ready MCP server for Airtable that enables programmatic management of bases, tables, fields, and records through Claude Desktop or other MCP clients using Effect for type-safe and robust API interactions.

AgentLens

AI-agent observability server whose distinguishing feature is a SHA-256 hash-chained, tamper-evident audit log with chain verification and signed export. Works with Claude Desktop, Cursor, and any MCP client.

sharepoint-online-mcp

Zero-config MCP server for SharePoint Online that enables managing sites, pages, navigation, and branding via natural language, with automatic device code authentication and no Azure registration required.

Repliers MCP Server

Provides AI assistants access to real-time MLS data via the Repliers API, enabling natural language property search, market statistics, and listing details.

mcp-metro

MCP server to search for routes in the Moscow metro and calculate the duration of the trip.

Google Analytics MCP Server

Connects Google Analytics 4 data to Claude, Cursor and other MCP clients, enabling natural language queries of website traffic, user behavior, and analytics data with access to 200+ GA4 dimensions and metrics.

telegram-mcp

MCP server that reads Telegram groups and channels via MTProto to produce source-linked summaries with participant contributions, decisions, and risks over specified time ranges.

mcp2api

Converts any MCP server into simple HTTP endpoints, enabling AI agents that only support HTTP (like ChatGPT Custom GPT or web_fetch) to use MCP tools.

Azure DevOps MCP Server

一个模型上下文协议服务器，它使 AI 助手能够通过标准化协议与 Azure DevOps 资源进行交互，这些资源包括项目、工作项、存储库、拉取请求、分支和管道。

Genkit MCP

提供 Genkit 和模型上下文协议 (MCP) 之间的集成。

Latitude.sh MCP Server

Enables natural language management of Latitude.sh infrastructure, allowing users to list, create, and delete servers, projects, and SSH keys through MCP-compatible clients.

google-mcp-server

MCP Server for Google Services, with the ability to define your own scopes and bring your own oauth key.

📚 MCP Docs Search Server

这是一个轻量级的、即插即用的 MCP 服务器，它使像 Claude 或 GPT 这样的大型语言模型能够动态地搜索和检索来自流行的 AI 库（如 LangChain、LlamaIndex 和 OpenAI）的最新文档。

mcp-weather-server

This MCP server provides weather tools for current conditions, forecasts, and travel recommendations using the National Weather Service API, enabling agents to answer weather-related questions.

Trestle MCP

MCP server to easily use compliance-trestle for OSCAL compliance workflows from any MCP-compliant client.

WhyNote MCP

A read-only MCP server for searching and reading notes from a WhyNote account. It provides tools to search note lines, list todos, and read daily notes.

GTEx MCP Server

Enables AI assistants to query and analyze genomics data from the GTEx Portal through 25 specialized tools for gene expression analysis, eQTL/sQTL associations, and genetic variant lookups across 54 human tissue types.

Shopping Deals MCP Server

MCP server for finding, comparing, and ranking the cheapest real offers across eBay, Amazon, Craigslist, OfferUp, and Google Shopping, with tax estimation and exact-model filtering.

User Health Profile MCP Server

Enables management of user health profiles with capabilities to list, retrieve, and add user health information. Provides a sample implementation for testing MCP functionality with ChatGPT and other MCP-compatible tools.

NGOPilotMCP

Local MCP server exposing four stateful NGO workflow tools for paper form conversion, meeting notes, government form filling, and roster scheduling.