发现优秀的 MCP 服务器

MCP Debugger Tools

A VSCode extension that enables AI agents to programmatically control VSCode's debugging features through the Model Context Protocol (MCP).

Tesseron

Enables MCP-compatible AI agents to execute typed live-app actions over WebSocket, allowing agents to directly interact with real application state without browser automation or scraping.

Spring AI MCP server to access information from

MCP (Mod Configuration Pack) 服务器实现，用于提供来自 api.spring.io 的最新项目信息。 (MCP (Mó Kuài Pèi Zhì Bāo) fúwùqì shíxiàn, yòng yú tígōng láizì api.spring.io de zuìxīn xiàngmù xìnxī.)

GSC-MCP

Enables natural language analysis of Google Search Console data through Claude, with pre-built tools for quick wins, cannibalization detection, content decay, and more.

mcp-agent-review

An MCP server that provides agentic code review powered by OpenAI-compatible models, designed for use with Claude Code.

spider-mcp

An MCP server that enables agents to automate Douyin and Xiaohongshu, including login, search, scraping, publishing, and commenting.

mcp-pcloud

A Model Context Protocol (MCP) server for pCloud cloud storage. Enables AI assistants like Claude to interact with your pCloud - listing files, creating folders, searching, sharing, and more.

MCP Enhanced Server

Provides file system tools, code analysis prompts, async tasks, and secure HTTP transport following the 2025-03-26 MCP specification.

Tyra Advanced Memory MCP Server

A sophisticated MCP server providing advanced memory capabilities with RAG, hallucination detection, and enterprise-grade AI infrastructure for intelligent agent ecosystems.

support-ticket-mcp

Enables natural language querying and semantic search over a bilingual customer support ticket dataset using SQL and embeddings.

multi-gmail-cowork-mcp

This server enables users to search, read, compose, and send emails across multiple independently-authenticated Gmail accounts through a single Claude custom connector.

Servonaut

Manage AWS, Hetzner, OVH, and custom SSH servers from AI agents — commands, logs, CloudWatch/CloudTrail, IP banning, and S3, with guard tiers and a full audit trail.

keepsake-mcp

MCP server for Keepsake personal CRM that enables AI assistants to manage contacts, interactions, tasks, notes, daily journal, companies, and tags.

Flux Cloudflare MCP

一个 MCP 服务器，它通过 Cloudflare Workers 使 AI 助手能够使用 Black Forest Labs 的 Flux 模型生成图像。

agent101-mcp

Search and discover 500+ tools, APIs, and services for AI agents. Browse 15 categories, get recommendations, and access structured metadata including auth methods, free tiers, and example calls.

Travel Assistant MCP Server

Exposes travel planning data and constraint checking as MCP tools over stdio, enabling AI agents to query reference information and evaluate plan validity.

Twitter MCP Server

镜子 (jìng zi)

Finance MCP Server

Provides real-time financial data from Yahoo Finance to Large Language Models through the Model Context Protocol, enabling AI models to access stock prices, historical data, and company information.

omnicinema-mcp

Local MCP server that plans, generates, and assembles production assets (images, audio, video) through multi-agent personas and official APIs, with free-tier budget guard.

robosimtools-mcp

Exposes 12 robotics/simulation tools from robosimtools.com as MCP tools, enabling AI agents to perform conversions (quaternion, URDF, MJCF), validation, and CAD imports locally.

Lucent

MCP server that enables AI signing agents to pre-flight transactions by checking ERC-7730 descriptor safety, explaining function semantics, and scanning contracts for danger primitives.

Filecoin Onchain Cloud MCP

Provides AI agents with seamless access to Filecoin's decentralized storage network for persistent file storage and dataset management. It features automatic payment handling, CDN support, and cost estimation tools for efficient storage operations.

url-shortener-mcp

Enables URL shortening and management through MCP, allowing creation of short links with optional tags and expiry, search, and stats.

seite

AI-native static site generator with built-in MCP server and Claude Code integration

AWS API MCP Server

Enables AI assistants to interact with AWS services and resources through AWS CLI commands, allowing management of AWS infrastructure with security controls.

Light: Download + OCR

Provides read-only access to download and OCR 'Light' utility bills from the official source, enabling document retrieval and text extraction via natural language. It is a hosted MCP server with prepaid credits and works with any MCP client.

EvilLimiter MCP Server

Enables AI assistants to control network bandwidth, monitor traffic, and manage device connections via EvilLimiter for authorized network testing and debugging.

Avanti Fellows PostgreSQL MCP Server

Read-only MCP server that enables AI tools like Claude and Cursor to query the Avanti Fellows PostgreSQL database, providing schema inspection, data sampling, and SELECT query execution capabilities.

MCP JSON-RPC Server

一个受 MCP 启发的、对新手友好的 JSON-RPC 服务器，使用 Node.js 构建，通过 'initialize' 能力握手和一个 'echo' 函数提供基本的客户端-服务器交互。

mcp-vtenext

MCP server for VTENext CRM (open-source vtiger-based). Query, create and update opportunities and contacts via natural language using the VTENext WebService API. Supports list, search, get, create, update on Potentials and Contacts modules, plus raw VTQL queries.