发现优秀的 MCP 服务器

Simple MCP Server

A demonstration server implementing the Model Context Protocol (MCP) that provides three basic tools: echo, calculator, and current time functionality.

Zotero MCP Server

Enables semantic search and management of Zotero reference libraries using PostgreSQL with pg-vector and OpenAI/Ollama embeddings. Provides AI-powered search, full-text extraction, metadata access, annotations, notes, tags, and collections management.

Gemini Image MCP

Enables AI-powered image generation and editing using Gemini and Imagen models, supporting text-to-image, image editing, and multi-image composition through MCP tools.

zk-circuit-auditor-mcp

An MCP server that audits zero-knowledge circuits (Circom, Noir, Halo2) for soundness and constraint bugs, powered by the Cysic Minimax model.

ModelRadar MCP

An MCP server that turns the ModelRadar catalog into a model router between OpenRouter and your CLI or agent, enabling discovery, recommendation, and execution of language models.

Intake-Triage

Classify raw text into structured triage objects with intent, urgency, category, and sentiment. Zero-config MCP tool for support intake, lead routing, and ticket automation

lazarus-mcp

Enables automatic diagnosis, safe repair, and evidence generation for broken Node and Python repositories, providing scan, autopsy, resurrect, and evidence-pack tools via MCP.

BMC Helix MCP Server

Enables SRE operations through BMC Helix ITSM REST APIs, including incident and change management, CMDB queries, and MTTD calculation.

mlua-swarm

MCP server that executes Blueprint workflows (flow.ir) with swarm operations, dispatching agent steps to backends like Lua, Rust, processes, or interactive Operator sessions.

bach-whatsapp_number_validators

An MCP server for the WhatsApp Number Validators API that enables users to verify WhatsApp registration and business account status for single or bulk phone numbers. It also provides phone number validation with suggested alternatives for invalid entries across different countries.

Facebook Ads MCP

Enables AI agents to browse and query Facebook Ads data including ad accounts, campaigns, ad sets, and performance insights via natural language.

bluesky-mcp-server

Search posts, profiles, feeds, threads, and trending topics on Bluesky via MCP. STDIO or Streamable HTTP.

questlog-mcp

An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, query, modify, and manage tasks directly from agentic coding tools.

Legal Hub MCP - Argentina

Unified MCP server for Argentine legal sources, enabling access to 11 databases including jurisprudence, legislation, official bulletins, and court records through a single connector for Claude Desktop.

LocalSynapse

Offline AI-powered local file search MCP server for Windows. Searches inside document contents (Word, Excel, PDF, PowerPoint, HWP) using BM25 + dense vector hybrid search. 100% local, no cloud, no login, no telemetry.

mcp-server-db

A universal MCP server enabling AI assistants to query and manage six database engines (Postgres, Redis, Elasticsearch, MySQL, MongoDB, LDAP) through 113+ tools with read-only safety and fault tolerance.

ktalk-mcp

MCP server for Kontur.Talk that enables creating rooms, scheduling meetings, listing and downloading recordings, and reading meeting chat via the Talk HTTP API.

xmind-mcp

Enables AI assistants to read and write XMind mind map files, allowing generation, editing, and analysis of mind maps directly in XMind.

cute-web-scraper

MCP server for web scraping with natural language, enabling site crawling, page fetching, and extraction of emails, phones, links, and social profiles. Returns clean markdown, handles JavaScript rendering, and respects rate limits.

FilePulse-CLI

Intelligent file search engine with Frecency ranking, fuzzy matching, and Git awareness. Provides MCP server for AI agents to search files, content, and get file statistics via natural language.

Devnors Data MCP Server

Enables MCP clients to discover capabilities and call legal, enterprise, content, and express APIs using a Devnors Data API Key.

generic-mcp-server

一个框架，可以与人工智能一起使用，轻松地为任何服务创建服务器。只需将 API 文档放入其中，然后要求创建 MCP（最小可行产品）。 Alternatively, depending on the context, MCP could also stand for "Minimum Complete Product". In that case, the translation would be: 一个框架，可以与人工智能一起使用，轻松地为任何服务创建服务器。只需将 API 文档放入其中，然后要求创建最小完整产品。

signal-mcpl

MCPL server that bridges Signal via signal-cli, exposing DMs and group chats as channels and providing signal_send and signal_react tools.

HT MCP Server

Enables AI assistants to programmatically control interactive terminal applications through HT sessions, supporting session management, key sending, snapshots, and command execution.

agent-commerce-mcp-server

Enables AI agents to create, compare, and track purchases with structured buying workflows, offer comparison, and merchant verification.

NetBox MCP Server

Enables read-only interaction with NetBox network documentation and infrastructure data through LLMs. Allows querying devices, sites, IP addresses, and viewing change history via natural language.

aemet-mcp

MCP server that exposes Spanish weather data from AEMET, providing tools for municipal forecasts, station observations, and weather warnings.

babu

Token-efficient MCP control for the Chrome session you already use—tabs, cookies, logins, and all.

Facebook Scraper3 MCP Server

Enables access to the Facebook Scraper3 API to extract data from Facebook profiles, pages, groups, and the marketplace. It provides comprehensive tools for searching posts, people, and events, as well as retrieving detailed metadata for comments, reactions, and media.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK. Includes example tools for calculations and greetings, plus system information resources.