发现优秀的 MCP 服务器

mcp-postgresql

A production-oriented MCP server for PostgreSQL that exposes database operations like query execution, schema introspection, and table metadata to MCP clients such as Claude Desktop and VS Code.

BuildPulse MCP

MCP server for the BuildPulse Platform API. Lets AI agents surface flaky tests, CI run history, and coverage health.

cml2-mcp

Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and a generic API call tool, enabling models to interact with CML2 by reading the spec first.

MartinLoop — Stop Runaway Loops, Bad Code & Token Waste

Runtime governance and budget guardrails for Claude Code, Cursor, and autonomous AI agents. Enforces per-session spend caps, verifier safety gates, and runaway loop prevention.

Memory MCP

A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.

Hello Plugins

Provides a minimal OpenAI Plugin MCP server that exposes a read-only greeting tool over Streamable HTTP, useful for verifying local MCP connections and ChatGPT Work plugin integration.

OpenTester

OpenTester is a testing execution engine designed for AI coding tools (Claude Code, Cursor, OpenCode, etc.). It provides a unified DSL format and MCP interface, enabling Agents to generate, execute, and manage test cases, achieving an automated "code-test-fix" workflow.

MCP Autonomous Analyst

A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and generates interpretive summaries using local LLMs orchestrated via the Model Context Protocol.

coingecko-mcp-server

MCP server providing market data for 15,000+ cryptocurrencies including prices, history, trends, and deep coin metadata via CoinGecko.

Motion MCP Server

Connects AI assistants to Motion for comprehensive task and project management, including creating/updating tasks, managing projects, handling workspaces, comments, and recurring tasks with smart rate limiting.

cdp-bridge

Connects MCP clients to real browser sessions via a Chromium plugin, enabling LLMs to read, scan, automate, and navigate web pages using the user's existing browser state.

helm-personal-os

Provides MCP tools to read and update a local-first personal OS for goals, tasks, habits, food, workouts, and check-ins. Enables assistants to manage daily life data and interact with an evidence-grounded AI coach.

HelloWorld MCP Server

A simple TypeScript MCP server that provides two tools: one for greeting users with a customizable name and another for adding two numbers together.

MCP Server

MCP 服务器 (MCP fúwùqì)

boilerforge

Architecture governance MCP server for AI-built codebases, enabling health checks, template management, and project scaffolding with migration support.

second-brain-mcp

An MCP server that exposes an Obsidian vault to Claude, enabling reading, searching, writing notes, capturing voice thoughts, and managing tasks. It enforces vault filing rules in code, with path confinement and no hard deletes for safety.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright tools for web automation tasks like navigation, typing, clicking, and taking screenshots.

STRATA

MCP server that provides AI assistants persistent context memory across sessions, using Supabase PostgreSQL and pgvector to save, search, list, and delete memories via natural language.

spider-data

MCP server providing web search, fetch, and crawl capabilities for AI agents via the spider.cloud API, with caching, cost controls, and robust error handling.

Open Multi-Agent Canvas

开源的多智能体聊天界面，让您可以在一个动态对话中管理多个智能体，并添加 MCP 服务器以进行深入研究。

LayerBack MCP Server

Enables converting diagram images (screenshots, photos, PDF pages) into editable files like Visio, PowerPoint, draw.io, and SVG through the LayerBack API.

RAG MCP Adapter

Exposes an existing RAG API as MCP tools, enabling health checks and document-based question answering with source evidence.

MCP Server Health Monitor

Enables LLMs to monitor server health through natural language, including HTTP endpoint checks, disk/memory/CPU usage, port status, and process listings.

GoHighLevel MCP Server

A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providing 269+ tools for contact management, messaging, calendar, sales, and automation.

MCP Weather Server

A production-grade Model Context Protocol server that provides real-time weather data and 5-day forecasts using the Open-Meteo API. It offers comprehensive meteorological metrics supported by Redis caching and built-in performance monitoring tools.

Jira MCP

Enables AI clients to manage Jira Cloud issues, comments, attachments, and transitions through natural language.

Estonian Cybersecurity MCP

Query Estonian cybersecurity data -- regulations, decisions, and requirements from RIA/CERT-EE -- directly from any MCP-compatible client.

agenticflow

Self-hosted MCP gateway that connects productivity tools like Jira, Confluence, and Obsidian to AI assistants via a single endpoint.

depu-img-mcp

Enables text-only language models to understand images by forwarding image and prompt requests to vision model backends via MCP, returning descriptive text. Supports multiple OpenAI-compatible providers with task routing and safety checks.