发现优秀的 MCP 服务器

Des MCP Server Testing MCP Server

A standardized MCP server designed for testing integration with the Des MCP Server Testing API. It allows AI agents to interact with testing endpoints using tools implemented via the Model Context Protocol.

MCP Diagnostics

A MCP server for Trae IDE that reads and reports diagnostic information (errors/warnings/hints) from the IDE, enabling AI Agents to provide more intelligent code analysis and suggestions.

AgentsID Guard

MCP server that protects shell, file, database, git, and HTTP operations with per-agent permission rules

CopilotMCP

A collection of MCP servers built with FastMCP framework that handle various tasks including customer interviews, E2E testing, and go-live processes, enabling seamless integration with GitHub Copilot through VSCode.

captcha-mcp-server-capsolver

A mock-first MCP server for CAPTCHA solving with CapSolver, featuring scoped tools, redacted responses, and bounded polling to detect and solve challenges without leaking credentials.

hypixel-skyblock-mcp

Fetches Hypixel SkyBlock data including profiles, economy, and progression, returning compact JSON for AI-powered guides and tips.

CiteGuard

An MCP server that verifies the existence, metadata accuracy, and claim support of academic citations by querying sources like OpenAlex, Crossref, and arXiv, enabling AI agents to fact-check references.

gpusmarket

MCP server for renting real GPUs from the terminal. Enables browsing, renting, chatting, managing, and pooling GPU instances with per-second billing, designed for AI agents.

tuanjie-mcp

Enables AI tools to connect to and control Unity/Tuanjie editors via the Codely Bridge TCP server, supporting project management, scene manipulation, and console reading.

mcp-wikifeed

Wraps Wikimedia Feed API to provide featured articles, most-read articles, and picture of the day from Wikipedia.

TwinCat-MCP

MCP server for TwinCAT 3 PLC development enabling AI coding agents to build, configure, deploy, and debug TwinCAT PLC projects through a standard tool interface.

librarian

Enables browsing, searching, and quote verification of a local ebook library via MCP, providing deterministic RAG with no embeddings or network.

Balzac MCP Server

Enables AI agents to manage the end-to-end content pipeline on the Balzac AI platform, covering keyword research, SEO article generation, and CMS publishing. It provides structured tools for workspace management, competitor tracking, and integration with platforms like WordPress, Webflow, and Wix.

ausdata-mcp

MCP server providing one-call access to 100+ curated Australian government datasets across 9 sources, including ABS, RBA, ATO, and more.

KIS MCP Server

Enables Claude to trade Korean and overseas stocks, check balances, and search stock information through the Korea Investment & Securities Open API.

npmtrends-mcp-server

用于 NPM 趋势的模型上下文协议服务器。

MCP MySQL Server

一个模型上下文协议服务器，它使人工智能模型能够通过标准化的接口与 MySQL 数据库交互，并提供查询、执行命令和管理数据库模式的工具。

KEIRO MCP Server

Enables AI assistants to search the web, conduct deep research, extract web content, and get AI-powered answers in real-time via the KEIRO API.

Discussion Capsule

Turns GitHub Discussions into interactive, read-only briefs inside an MCP host, surfacing participants, questions, and thread maps without mutating GitHub state.

Postiz Media Manager

Manages and cleans up unused media in Postiz by identifying orphaned files not associated with draft, scheduled, or queued posts, with safe dry-run mode before deletion.

karrito-mcp

MCP server for Karrito - the digital catalog builder for WhatsApp sellers in LATAM, enabling AI assistants to manage store operations like products, orders, discounts, reviews, shipping, and analytics.

MCP Playground Server

Provides intelligent command completion, validation, and contextual help for the Kafka Docker Playground CLI. Integrates with GitHub Copilot to offer auto-complete suggestions, detailed command assistance, and debugging support for playground operations.

Open Research KB

A local-first MCP server for building and querying PDF knowledge bases. It indexes PDFs into DuckDB and exposes evidence-grounded retrieval tools to separate corpus-backed answers from independent reasoning.

Hayhooks

Deploys and serves Haystack Pipelines and Agents as REST APIs and MCP tools, enabling AI assistants to interact with custom NLP pipelines for tasks like RAG, document processing, and intelligent agents through natural language.

media-gen-mcp

A free MCP server for generating images and videos from text or other images using Agnes AI and Zhipu free models.

Cline Memory Bank

为 Cline 设计一个记忆系统，用于跟踪对话之间的进度。避免大量 token 使用！

SuperBased Observer

Local MCP server that lets your AI coding agent query its own cross-tool project history - file/command freshness, past test failures, cost & token spend, cache status, and session handoff - over stdio, 100% local, no telemetry.

SACL MCP Server

Provides bias-aware code retrieval for AI assistants by detecting textual bias in code search, semantically augmenting code understanding beyond comments and docstrings, and intelligently reranking results based on functional relevance rather than documentation quality.

baozhibao-mcp-server

MCP server for managing personal items with expiration dates, enabling AI agents to add, query, and scan barcode items via API Key authentication.

BridgeMCP

BridgeMCP turns SQLite databases or CSV folders into read-only MCP tools for Claude, with enforced security layers and full audit logging.