发现优秀的 MCP 服务器

grafana-mcp-server

Enables AI assistants to query Grafana datasources (Prometheus/Loki metrics and SQL databases like ClickHouse/Postgres/MySQL) and search or inspect dashboards through natural language, using read-only access to Grafana's API.

Structured-Argumentation

A group of model context protocol servers provide cognitive enhancement tools for large language models.

CEMIS

Servidor MCP de solo lectura sobre el directorio de datos de CEMIS: empresas cubanas registradas, oportunidades de negocio derivadas de las reformas económicas de Cuba 2026, y las transformaciones/reformas en sí.

pactlio-mcp

Contract and wills legal tools for AI agents: statute-cited requirements per contract type and US state, non-compete enforceability for all 50 states + DC, intake schemas, async multi-agent contract drafting with free previews, and contract risk analysis.

freeagent-mcp-server

MCP server that provides 76 tools for the FreeAgent accounting API, enabling management of invoices, expenses, contacts, projects, timeslips, banking, bills, estimates, credit notes, and accounting reports through natural language.

apple-health-shortcuts-mcp

Exposes Apple Health data as three read-only MCP tools (now, detail, trends) for AI to query health metrics, sleep, and trends via HTTP.

mcp-opencitations

Enables querying citation data from OpenCitations, including references, citations, citation counts, and bibliographic metadata for DOIs.

SQL Server Agent - Modal Context Protocol

一个模型上下文协议（MCP）的实现，使得大型语言模型（LLM）和 SQL Server 之间能够进行通信。它允许用户使用自然语言查询 SQL 数据库，并获得结构化的 SQL 响应。

Mcp Server Again

MCP服务器再次 (MCP fúwùqì zàicì)

Claude Code MCP Bridge

Exposes Claude Code's file editing, command execution, and test running capabilities as composable MCP tools for any MCP-compatible host, enabling code operations via a stateless bridge.

Obsidian MCP

一个模型上下文协议服务器，它使 AI 助手能够通过一个标准化的界面，在你的 Obsidian vault 中读取、写入和操作笔记。

mcp-server-claude

MCP Memory Server for Claude Code that provides persistent context across sessions using semantic search (RAG).

Basecamp MCP Server

Enables AI assistants to interact with Basecamp projects through natural language commands. Supports managing projects, to-do lists, messages, and creating tasks with full content rendering capabilities.

Clarik Mcp Server

Clarity and memory for Claude. Persistent memory, intelligent context ranking, safety modes, and session checkpoints for Claude Desktop & Claude Code in a single install.

mcp-base64

Enables encoding and decoding of text between Base64, Base64URL, Base32, and Hex formats, supporting offline keyless operations.

Secops Toolkit MCP

Local, no-API-key MCP server with seven defensive SecOps tools for AI agents: extract IOCs (IPs, URLs, domains, hashes, CVE IDs) from text with defang/refang, hash strings, estimate password entropy, and run CIDR/subnet checks. Built on FastMCP with no outbound network calls.

heu-legal-mcp

Integrates the HEU Legal API to manage native HEU documents and PDFs, enabling creation, sharing for e-signature, prompting signers, and downloading PDFs through conversation with Claude.

ga-gsc-analytics

Enables read-only access to Google Analytics 4 and Google Search Console data, allowing users to run reports, query search analytics, and generate combined snapshots for reporting.

MCP Server: RepairWorld

Please provide the MCP server code you would like me to translate. I need the English code to translate it into Chinese. For example, you could provide something like: ```python # Example MCP Server Code (Python) import socket HOST = '127.0.0.1' # Standard loopback interface address (localhost) PORT = 65432 # Port to listen on (non-privileged ports are > 1023) with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: s.bind((HOST, PORT)) s.listen() conn, addr = s.accept() with conn: print(f"Connected by {addr}") while True: data = conn.recv(1024) if not data: break conn.sendall(data) ``` Once you provide the code, I will translate it into Chinese and provide it to you. I can also provide explanations of the code in Chinese if you need them.

mcp-npm-package-documentation

Retrieves documentation for any npm package by automatically discovering its GitHub repository and returning its README.md content.

Playwright MCP Server

Enables browser automation through the MCP protocol, allowing AI agents to control a real browser using accessibility snapshots and natural language commands.

Astra MCP Server

Enables interaction with DataStax Astra DB through the Model Context Protocol. Provides database connectivity and operations for Astra DB instances via secure token-based authentication.

ClickUp MCP Server

镜子 (jìng zi)

Overview

Alpha Vantage MCP 服务器 (Alpha Vantage MCP fúwùqì)

Green Helix

AI agent commerce platform — 141 tools for payments, escrow, identity, marketplace, and Z3 formal verification

DataLabel MCP Server

Integrates data labeling workflows with AI IDEs via 12 tools, 6 resources, and 3 prompt templates, enabling LLM-assisted pre-labeling, inter-annotator agreement analysis, and conflict adjudication.

Uranium MCP Server

Enables creation and management of NFT collections and assets through the Uranium API. Supports uploading files as NFTs, managing ERC721 and ERC1155 collections, and bulk operations across multiple collections.

comfyui-mcp-secure

A secure MCP server for ComfyUI that enables AI assistants to generate images, run workflows, and manage jobs with built-in security controls.

distribea-mcp

Generates images, video, music, and voice from plain-language prompts, shipping them production-ready as optimised WebP with SEO alt text, directly in your terminal or AI agent.

Code Review Assistant

An MCP server that automates code review by providing syntax checking, code explanation, and improvement suggestions using a multi-agent system.