发现优秀的 MCP 服务器

Google MCP Server

A server enabling appending text to Google Docs and creating Gmail drafts via OAuth 2.0 with manual approval.

mcp-datagov-il

Provides access to Israel's national open data portal (data.gov.il) via CKAN API, enabling listing of publishing organizations and thematic groups.

VaultMesh Architect MCP Server

Enables governance and orchestration of VaultMesh deployments through subsystem spawning, multi-chain anchoring, threat mitigation, constitutional amendments, and LAWCHAIN governance tracking. Provides auditable tools for managing decentralized infrastructure with cryptographic proofs and alchemical phase orchestration.

brasil-data-mcp

MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays) via BrasilAPI. For Claude Desktop, Claude Code, Cursor, and other MCP-compatible clients.

claude-sync

Local-first MCP server that enables multiple Claude agents to coordinate through a shared message bus with SQLite persistence and real-time clock anchoring.

yapi-mcp

A Model Context Protocol server for YApi that enables developers to search, view, create, and update API definitions directly from MCP-compatible IDEs.

@mountainpass/addressr-mcp

MCP server for Australian address search and validation powered by Addressr.

Atlassian MCP Server

Provides integration with Jira and Confluence, enabling issue and page management via natural language.

toonify-mcp

Context compression plugin for Claude Code that automatically trims large tool outputs like JSON, CSV, and stack traces to save context window space.

GeoServer MCP Server

A Model Context Protocol (MCP) server that exposes GeoServer REST API functionality for natural language interaction through AI assistants like Claude, VS Code Copilot, and other MCP-compatible clients.

gcloud MCP Cloud Run

Enables interaction with Google Cloud Platform services through gcloud CLI commands via a Cloud Run deployed MCP server. Supports executing gcloud commands and managing GCP resources through natural language.

Lamda

🤖 最强大的安卓RPA框架，下一代移动自动化机器人。

Unity API Communicator MCP Server

Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, Assets, Materials, Prefabs, Terrain, Physics, Lighting, and more. Works with Claude, Cursor, Windsurf, VS Code Copilot — any MCP client. Zero config: just npx and go.

query_table

一个用于抓取金融表格数据的网络爬虫，它实现了模型上下文协议，允许用户从多个中国金融网站（包括同花顺 (THS)、通达信 (TDX) 和东方财富 (EastMoney)）查询股票数据。

Postman MCP Server

一个 MCP 服务器，可以使用 Newman 运行 Postman 集合，从而允许 LLM 执行 API 测试并通过标准化接口获取详细结果。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，它能够使用 Newman 运行 Postman 集合，从而使 LLM 能够执行 API 测试，并通过标准化的接口获取详细的结果。

Secure Remote MCP Server

使用 Azure API 管理作为 MCP 服务器的 AI 网关，并实施最新的 MCP 授权规范。

WebMCP

Enables websites to expose JavaScript functions as MCP tools, allowing AI agents to interact with the browser environment via a protocol and Chrome extension.

Go-MCP

使用 Golang 构建你自己的 MCP 服务器

HubSpot MCP Server

一个服务器实现方案，使 AI 助手能够与 HubSpot CRM 数据交互，从而可以通过自然语言命令无缝创建和管理联系人和公司，检索活动历史记录，以及访问互动数据。

LangChain & LlamaIndex Coding Assistant

Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI to provide Claude with up-to-date API references and guides for accurate code generation.

DigitalOcean MCP Server

A server that exposes DigitalOcean App Platform functionality through standardized tools, enabling AI assistants to directly manage your DigitalOcean apps without writing code or memorizing API endpoints.

Anamnesis MCP

Provides AI coding agents with persistent, traceable memory across projects by storing cue-pointer records that link back to full original contexts, enabling recollection of past decisions, patterns, and solutions.

SMRT Documentation MCP Server

Enables querying the SMRT framework documentation by automatically routing questions to relevant package experts and synthesizing responses from their CLAUDE.md files using AI-powered retrieval-augmented generation.

Audacity MCP Server

Enables LLM-driven audio pipelines by controlling Audacity through mod-script-pipe, allowing generative audio, effects, and export via MCP tool calls.

ai-dev-analytics

AI development observability platform. It silently captures structured data from vibe coding sessions via MCP and codifies deviation patterns into project rules to make AI write better code. 100% local and zero runtime dependencies.

dbSNP MCP Plugin

一个 MCP 插件，提供对 NCBI 的 dbSNP 数据库的访问，允许开发者直接在他们的开发环境中检索遗传变异信息、搜索 SNP，并访问临床意义数据。

mcp-compress

Data compression MCP server with auto-algorithm selection (gzip, brotli, deflate). 7 tools for compress, decompress, analyze, store, retrieve, list, and stats. Achieves 60x compression on docs, 30x on SQL. Lossless round-trip verified. Zero dependencies.

spiker-mcp

An MCP server that brings the Ikejime philosophy to coding, helping eliminate technical debt by killing ambiguity, purging dead code, isolating dependencies, and more.

Gemini MCP Server

Integrates Google's Gemini AI with Claude Code to provide advanced development assistance including code analysis, implementation planning, technical explanations, debugging support, and strategic development guidance.

FlowSpec MCP

A PRD-first multi-agent MCP server that wraps agent definitions, collaboration rules, and staged delivery into a local stdio service for standardized software delivery workflows.