发现优秀的 MCP 服务器

voting-mcp

Principled social-choice aggregation as MCP tools — with a benchmark that measures the accuracy lift over naive majority vote.

Knowledge Graph Builder MCP Server

Enables ingesting documents or text to extract entities and relationships via LLM, storing them in Neo4j, and searching or retrieving episodes.

AIM MCP Server

Serves project memory, tasks, docs, and conventions live over the Model Context Protocol, enabling AI assistants to query and manipulate workspace context directly. Exposes tools for task management, memory operations, search, and context health checks.

OriginTrail DKG MCP Server

Connects MCP-compatible agents with the OriginTrail Decentralized Knowledge Graph, enabling creation, retrieval, linking, and exchange of verifiable knowledge using natural language and SPARQL queries.

us-legal-mcp

An MCP server that provides comprehensive US legislation.

Hound MCP

The dependency bloodhound for AI coding agents. Hound is a free, open-source MCP server that gives AI coding agents a nose for supply chain security. It scans packages for vulnerabilities, checks licenses, inspects dependency trees, and detects typosquatting — with zero API keys, zero config, and zero cost.

datosgobdo-mcp

A Model Context Protocol server that exposes the Dominican Republic's open government data (datos.gob.do) as tools consumable by any AI assistant.

CallLint

Static preflight safety gate for MCP servers — scan configs before you run them. Never executes.

mcp-xiaomi-server

Enables control of local Xiaomi smart home devices via MCP, allowing reading real-time status and setting properties through natural language, without relying on the Xiaomi cloud.

Visionaire Engine

Eyes for AI coding agents: deterministic MCP server that tells the LLM which CSS rule wins, in which file, on which line — and why. Cascade verdicts, blast radius, interaction timelines, pixel-perfect audits.

mcp-coqui-tts

Provides text-to-speech synthesis and voice cloning using Coqui TTS, enabling natural speech output from text and audio samples.

Hugging Face MCP Server

一个模型上下文协议服务器，为 Claude 和其他大型语言模型提供对 Hugging Face Hub API 的只读访问权限，从而能够通过自然语言与模型、数据集、Spaces、论文和集合进行交互。

Ticket Support MCP Server

Enables retrieval of support tickets and user data from a JSON store or ServiceNow via MCP tools, providing context for AI-powered support responses.

ElevenLabs MCP Server

镜子 (jìng zi)

md-mcp

Enables Claude to publish markdown to a local browser viewer for reading, screenshotting, or printing to PDF.

UnknownCheats MCP

Enables programmatic interaction with the UnknownCheats forum by bypassing Cloudflare protection using a headed Chrome browser. Supports searching forums, reading threaded discussions with pagination, extracting code blocks in multiple languages, and maintaining persistent authenticated sessions.

Vertex AI Search MCP Server

Enables integration with Google Cloud Vertex AI Search for enterprise search capabilities through a stdio-based MCP server.

mcp-ai-workspace

Exposes document retrieval as an MCP tool, enabling LLMs to search a local vector store of markdown documents. Includes a retrieval evaluation harness to measure hit rate and MRR.

Alibaba Cloud FC MCP Server

A Model Context Protocol server that enables agent applications like Cursor and Cline to integrate with Alibaba Cloud Function Compute, allowing them to deploy and manage serverless functions through natural language interactions.

TurboQuant Tools

MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant + QJL), with tools to compress, decompress, estimate savings, and embed+compress vectors.

Dechonet MCP

Domain security reconnaissance for AI agents — 13 tools (DNS+DNSSEC, SSL/TLS, HTTP security headers, SPF/DKIM/DMARC email auth, port scan, ASN, RDAP/WHOIS) plus a one-shot security_scan returning a 0–100 Health Score (A–F). Free, no API key.

drwhome

Remote MCP server with 21 tools: 10 Domain Dossier checks (DNS, MX, SPF, DMARC, DKIM, TLS, redirects, headers, CORS, web-surface) plus 10 developer utilities (base64, JWT decode, DNS lookup, UUID v4/v7, URL encode/decode, JSON format, User-Agent parse, IP lookup) and a dossier_full aggregate. Served over Streamable HTTP.

QQ MCP Server

Enables sending QQ messages automatically via Claude Code using Windows UI automation, no Bot API required.

SQL Generative MCP

Enables natural language querying of PostgreSQL databases under read-only mode, returning results as structured XML.

Trello MCP Server (TypeScript)

镜子 (jìng zi)

Basic MCP Server

A minimal Model Context Protocol server template demonstrating basic implementation of tools, resources, and prompts built with Smithery SDK.

Shaka Packager MCP Server

一个 MCP 服务器，集成了 Shaka Packager 和 Claude AI 应用，使 Claude 能够分析、转码和打包视频文件，以便以 HLS 和 DASH 等格式进行流式传输。

vaultpilot-mcp

Self-custodial crypto portfolio and DeFi MCP server. Read balances and positions (Aave, Compound, Morpho, Uniswap V3, Lido, EigenLayer) across Ethereum, Arbitrum, Polygon, and Base, and prepare transactions for approval on a Ledger via WalletConnect.

MCPortal

Bridges Korean public data APIs (data.go.kr) into MCP with automatic OpenAPI normalization, quota management, caching, and backoff. Enables natural language interaction with Korean government data through MCP.

mongo-scout-mcp

A production-ready MCP server for MongoDB with AI-powered tools for exploration, querying, diagnostics, monitoring, data quality, and safe writes.