发现优秀的 MCP 服务器

garmin-mcp

Self-hosted MCP server that exposes 90+ Garmin Connect tools to Claude and includes a live triathlon dashboard.

content-studio

MCP server for content-studio, enabling AI agents to manage content ideas, channels, personas, and drafts with approval-based edits.

Plain.com MCP Server

Provides comprehensive access to the Plain.com API with over 70 tools for managing support threads, customers, and help centers. It enables users to handle communications, automate support workflows, and manage documentation directly through natural language.

DataFood

DataFood is a remote MCP server that gives AI agents one-call access to 16 cross-niche data sources — crypto, DeFi, security, weather, news, finance, web3 — through a single Streamable-HTTP endpoint.

LeadSpark MCP

Enables AI agents to research companies and find contacts with structured data from multiple free sources, including company info, tech stack, and email addresses.

Polygon-io MCP Server

Polygon-io MCP Server

recap-mcp

Open-source MCP server giving Claude persistent project memory via plain markdown files. Local-first workspace with 11 tools for projects, tasks, sessions, and notes.

quantumproxies-mcp

Enables AI agents to scrape, search, map, and crawl the web through residential proxies with real-browser TLS fingerprints, and to generate ready-to-use proxy endpoints of various types for any HTTP client.

Calculator Tools MCP Server

Provides utility tools for temperature conversion, percentage calculation, and news fetching from NewsAPI.

Pinchtab MCP Wrapper

MCP server that exposes the Pinchtab browser API for token-efficient web scraping, change detection, and automated testing workflows.

CodeGraph MCP

Enables VS Code Copilot to understand and query codebases through semantic search, call graph analysis, and related file discovery, using a local SQLite index with graph and vector embeddings.

UI5con 2026 MCP Apps

Provides runnable samples demonstrating how MCP tools can return deterministic, interactive UIs using HTML, UI5 Web Components, UI Integration Cards, and host-orchestrated SAP transport data.

nexo-agent-server

Durable MCP control plane for coordinating agent networks, with message ledger, idempotent delivery, and cryptographic identity for each orchestrator.

layergrep

Enables semantic and literal code search across a codebase, returning results grouped by architectural layer and module, through an MCP interface.

pie-ai-fastmcp-madison

A FastMCP server backed by Postgres that demonstrates MCP tools, resources, and prompts, with a focus on session affinity and load balancing via HAProxy.

Cortex

Local-first AI memory layer with hybrid retrieval and brain-inspired namespaces. Enables agents to save, search, and manage memories directly via MCP tools.

OpenBrowser

An enhanced MCP Playwright browser server that enables robust web automation with persistent locator caching, multi-level click fallbacks, accessibility tree interactions, and smart handling of navigation and popups.

sequential-thinking

Enables dynamic and reflective problem-solving through a structured thinking process, breaking down complex problems into manageable steps with revision and branching capabilities.

Oura MCP Server

Provides access to Oura Ring health data, including sleep, activity, readiness, and stress metrics via the Model Context Protocol. It enables users to query their personal biometric information and daily health summaries through natural language in MCP-compatible clients.

google-news-trends-mcp

Search and retrieve news articles and trending keywords from Google News and Google Trends. Summarize articles and extract keywords using optional NLP and LLM Sampling to get concise insights.

GitHub Read MCP Server

Read-only MCP server for the GitHub REST API that enables agents to query repositories, issues, files, and users without any write access.

Simple PostgreSQL MCP Server

A minimal MCP server that allows executing SQL queries on PostgreSQL databases with configurable read-only or write permissions.

mysql-mcp-server

A production-ready MCP server for MySQL database operations, providing secure HTTP endpoints for read-only queries, performance analysis, and server monitoring.

dsh-harness-mcp-server

Exposes DeepSeek Harness agent capabilities as an MCP server, letting any MCP client drive Harness to execute real coding tasks with structured results, context isolation, and parallel execution.

Devin MCP Server

Enables interaction with Devin's API across all versions (v1, v2, v3beta1) with multi-organisation support, allowing session management, enterprise admin operations, and RBAC actions through natural language.

OPNSense MCP Server

A server that enables managing OPNSense firewalls through natural language interactions with Claude Desktop, supporting VLAN management, firewall rules configuration, and network interface queries.

mcp-memoria

Shared project memory MCP server for storing and retrieving technical decisions, lessons learned, ADRs, and cross-links between projects.

GoHighLevel MCP Server

Enables AI voice agents like RetellAI and Vapi to directly integrate with GoHighLevel for contact management, calendar availability, and appointment booking without middleware.

MCP Agent Orchestration System

一个基于状态的 Agent 编排系统，允许在不同状态（空闲、计划、研究、执行、审查、错误）之间转换，同时保持对话上下文并提供特定于状态的提示。