发现优秀的 MCP 服务器

Gemini Chat MCP

Enables chatting with Google Gemini AI models and custom Gems, supporting text and image generation with automatic cookie synchronization via Chrome extension.

vegalite-viewer

MCP server for creating interactive Vega-Lite data visualizations that render inline in chat via MCP Apps.

korean-stat-mcp

Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean statistical data from KOSIS OpenAPI.

mcp-for-redash

MCP server that connects AI assistants to Redash, enabling listing of assets, read-only query execution, dashboard inspection, and alert management through the Redash API.

tavily-fastmcp

A typed FastMCP server that wraps Tavily's web research API, providing tools for search, extract, map, crawl, and research workflows via MCP with prompts and resources.

Rail Connector MCP

Local MCP bridge that lets Codex operate local Claude Code sessions, including listing, starting, resuming, forking, prompting, and stopping conversations via the Remote Control CLI.

threadctx-mcp

Shared memory MCP server for AI coding agents, enabling context sharing across sessions with local SQLite or cloud-based semantic search, compatible with Claude Code and Cursor.

Remote MCP Server (Authless)

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling tools to be used via AI Playground or Claude Desktop.

JB Pi macOS Control

A local observation-only MCP server for macOS that provides secure, atomic evidence capture with strict target approval and manifest-based output.

MCP Database Tools Server

An MCP server designed to automate Django database setup and management, including PostgreSQL database creation and extension configuration. It enables users to update environment files and execute Django management commands through integrated tools like VS Code Copilot.

DevEnv Doctor MCP

Enables LLM clients to inspect local development environment, including Docker container health, pnpm workspace integrity, and stuck process diagnosis.

BioPharma Sentinel

High-strategic intelligence platform for life sciences that enables real-time clinical trial audits, competitive landscape mapping, regulatory cross-referencing, and financial milestone correlation using the Model Context Protocol.

Chronicle SecOps MCP Server

一个用于与 Google Chronicle Security Operations 套件交互的 MCP 服务器，使用户能够搜索安全事件、获取警报、查找实体、列出安全规则以及检索 IoC 匹配项。

mcp-tailscale

An MCP server for managing and monitoring Tailscale networks through natural language. It enables users to list devices, check connection status, monitor for client updates, and retrieve detailed tailnet summaries.

Self-hosted MCP server for Claude

Give Claude direct access to your AWS account, SSH into your servers, run shell commands on your laptop, query your databases, and manage PM2 processes — all from a Claude chat. No Claude Code subscription needed. Your keys never leave your machine.

Metabase MCP Server

Enables AI assistants to interact with Metabase's analytics platform, managing dashboards, cards, databases, and tables via the Model Context Protocol.

notify-hub

Exposes tools to send notifications, list channels, and check gateway health via the Model Context Protocol.

MCP Resume Chat Server

Enables chat-based interaction with resume data and sending email notifications via MCP tools.

frontier-orchestrator

Multi-agent orchestration MCP server that lets Claude Code delegate backend, frontend, and tooling tasks to specialized AI agents (Codex, Kimi, Grok) with contract-first sequencing and workspace mutation guards.

MinerU Open MCP (Official)

Official MinerU MCP server for parsing PDF, DOCX, PPTX, images, and HTML into Markdown. Supports 109-language OCR, Flash mode (no token), and Precision mode (token)

Context Guardian

MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giving agents precision retrieval tools instead of raw context dumps.

Mica Crypto MCP

EU MiCA compliance MCP for crypto-asset issuers, exchanges, and CASPs.

CryptoAPIs Contracts MCP

Enables retrieval of token details (name, symbol, standard, decimals, totalSupply) by contract address for EVM and Solana blockchains via the Crypto APIs.

Godette

An MCP server for Godot game development that provides 45 tools for reading, analyzing, and editing projects. It enables users to manage scene trees, navigate GDScript symbols, and interact with the Godot runtime for debugging and state capture.

BMAD Agent FastMCP Service

A professional AI agent system that provides 10+ specialized agents and 25+ MCP tools to support development workflows in Cursor IDE, with dual LLM mode support (built-in and DeepSeek API).

paygentic

Enables AI agents to manage financial operations including balance checks, money transfers, invoicing, spending policies, and audit logs through the PayGent API.

memoryd

User-owned AI memory layer exposing persistent memory, task graph, and semantic search via MCP server, with data stored on DWN under user control.

MCP Perplexity Server

用于 Perplexity API 的模型上下文协议服务器实现