发现优秀的 MCP 服务器

PubChem MCP Server

Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.

MCP Document Server

Efficiently delivers project documentation to AI agents like Claude on-demand, optimizing token usage by loading context only when needed. Supports document retrieval, listing, and keyword search with security features.

otp-mcp

Enables querying self-hosted OpenTripPlanner for accurate transit routes via MCP, supporting both stdio and HTTP.

Google-Drive Universal MCP Server

Provides a standardized interface for interacting with Google Drive tools and services through a unified API.

mcp-google-sheets

Enables AI assistants to read, write, and manage Google Sheets spreadsheets through natural language commands, providing a bridge between MCP clients and the Google Sheets API.

mcp-osxphotos

This MCP server enables AI tools to interact with your Apple Photos library via the osxphotos CLI, providing tools for querying and managing photos.

plaid-mcp

A persistent MCP server that securely manages Plaid bank connections, allowing AI assistants to query financial data (balances, transactions, investments, etc.) without exposing sensitive credentials.

informer-mcp

MCP server for the Informer bookkeeping API, providing direct access to relations, invoices, quotations, orders, receipts, products, and financial reports.

Smart Coding MCP

Provides intelligent semantic code search using local AI embeddings, enabling natural language queries to find relevant code by meaning rather than exact keywords. Indexes codebases in the background with smart project detection and privacy-first local processing.

mcp-server-agenda

镜子 (jìng zi)

MCP Server Demo

A simplified Model Context Protocol server in Python that reads text input and generates humorous responses, with support for Docker and Azure deployment.

ZVA Demo MCP Server

A Cloudflare Worker that provides MCP tools for querying order details, customer accounts, and product inventory from a D1 database, and also exposes a REST API for integration with Zoom Virtual Agent flows.

Adversa

LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabilities, providing prioritized findings in table, JSON, SARIF, or via an MCP server for AI agents.

Shellgate

A secure gateway that lets AI agents interact with APIs and SSH servers via scoped tokens, with credential injection, human-in-the-loop for dangerous commands, and MCP integration for tool access.

printify-mcp

Connect Printify to Claude so you can create, update, and publish print-on-demand products straight from a chat.

fortytimer-mcp

A read-only MCP server for fortyTimer, exposing tools to fetch time balances, time entries, project times, and leave requests.

DataMammoth MCP Server

A Model Context Protocol (MCP) server that lets AI assistants manage DataMammoth infrastructure through natural language.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

Roblox Executor MCP Server

Enables AI agents to execute Lua code, inspect scripts, spy on remotes, and interact with a running Roblox game client through an MCP interface.

Pick an Agency

Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.

mcp-l402-directory

An MCP server that exposes the satring.com L402 service directory, enabling AI agents to search and query Lightning-paywalled and stablecoin-gated APIs without needing prior knowledge of their URLs.

Exa Websets MCP Server

Enables AI assistants to create and manage content collections, perform web searches, and enhance data using Exa AI's websets capabilities with guided workflows for research and analysis.

claude-session

MCP server for programmatic lifecycle management of Claude Code sessions, supporting list, create, read, send, fork, wait, and interrupt operations.

toolscope

Enables AI agents to query a local SQLite catalog of installed macOS GUI apps and CLI tools, searching by capability, retrieving tool details, and checking machine statistics over MCP.

conformi-search

Installable MCP server for EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/EN/FR).

Claude Conversation Memory System

An MCP server that provides searchable local storage for Claude conversation history, featuring automatic topic extraction and weekly insight summaries. It enables Claude to retrieve context from past sessions through full-text search and organized file storage.

wechat-mcp

An MCP server for sending and receiving WeChat messages, built on Tencent's iLink bot protocol.

MCP-WEATHER

Provides weather information for any city using the Open-Meteo API, deployed via Vercel for easy integration with MCP clients.

GitLab MCP Server

Enables AI assistants to interact with GitLab by wrapping the REST API v4 into executable tools for repository and branch management. It supports operations like creating projects, managing branches, and retrieving user information through the Model Context Protocol.

hyprland-mcp-server

Enables LLMs to capture screenshots, inspect windows, and interact with the Hyprland desktop environment through mouse clicks and keyboard input.