发现优秀的 MCP 服务器

Gmail MCP Server

A high-performance MCP server that enables AI assistants to interact with Gmail securely via OAuth 2.0, supporting smart email retrieval and thread-aware drafting.

Dealership AI MCP Server

MCP server that enables AI agents to instantly understand, generate pattern-aware code, search across repos, and validate changes in the Dealership AI codebase.

Asgard MCP Server

A modular MCP server that provides file search, URL fetching, text reading, knowledge base search, and image embedding tools, with a web interface powered by an Ollama agent.

Parzley MCP Server

Enables AI-powered form filling through natural language by exposing the Parzley AI Form Filling Agent API as an MCP server.

Claude Code Subagent MCP

A stdio MCP server that lets Codex Desktop/CLI delegate implementation tasks to Claude Code CLI with workspace validation, Git status checks, and session resume capabilities.

Garmin Nutrition Coach

Enables Claude to act as a personal health coach by connecting to Garmin wearable data and Notion workspace for automated calorie tracking, photo food logging, and coaching insights.

gitlab-mcp

A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit queries, bugfix contribution summaries, release notes drafts, and comprehensive Runner management.

@node2flow/google-docs-mcp

MCP server for Google Docs — create, read, edit, format, and manage documents through 26 tools via the Model Context Protocol.

Code Mode Bridge

An MCP server that aggregates multiple upstream MCP tools into a single 'codemode' tool for unified orchestration and execution. It enables agents to run generated code in an isolated sandbox to interact with various connected services through a single interface.

Mysql-Mcp-Server

MySQL MCP 服务器的 Java 版本 (MySQL MCP Server's Java version)

Skill Management MCP Server

Enables Claude to create, edit, run, and manage reusable skills stored locally, including executing scripts with automatic dependency management and environment variables. Works across all MCP-compatible clients like Cursor, Claude Desktop, and claude.ai.

Airflow MCP

Enables natural language interaction with Apache Airflow for querying DAGs, monitoring execution, and troubleshooting failures.

Nall.Hangfire.Mcp

Remote MCP server for Hangfire that exposes background jobs as dynamic MCP tools, allowing clients like VS Code to inspect, trigger, and manage jobs in-process.

SuperBased Observer

Local MCP server that lets your AI coding agent query its own cross-tool project history - file/command freshness, past test failures, cost & token spend, cache status, and session handoff - over stdio, 100% local, no telemetry.

Nornir MCP Server

Enables natural language orchestration of multi-vendor network infrastructure by combining NAPALM for structured data retrieval and Netmiko for CLI execution via Nornir.

YouTube MCP Server

Enables LLMs to interact with YouTube videos by fetching transcripts, summarizing content, and answering questions based on video context.

CloakBrowser MCP

CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.

code-auditor-mcp

Enables AI assistants to search, analyze, and understand multi-language codebases by providing indexed code intelligence via MCP.

Agent Collaboration Orchestrator

A multi-agent collaborative development bridge that enables TRAE Work to offload complex tasks to Codex executor, with tools for task submission, status tracking, artifact listing, and permission management.

Serverless VPC Access MCP Server

An auto-generated MCP server for Google's Serverless VPC Access API, enabling communication with Google Cloud VPC networks through natural language interactions.

Random.org MCP Server

A Model Context Protocol server that provides access to api.random.org for generating true random numbers, strings, UUIDs, and more.

playwright-parallel-mcp

Enables AI agents to control multiple independent browser instances in parallel with process-level isolation, supporting any backend MCP server for browser automation.

mcp-guardian

Privacy firewall for AI agents that scans files, commits, and push URLs to prevent sensitive data leaks.

Cloudflare Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling connection to Claude Desktop or Cloudflare AI Playground for using custom tools.

fallbooksonboard-mcp

MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

MCP Server Builder

Provides searchable access to official MCP protocol specification and FastMCP framework documentation, helping developers build correct MCP servers by querying live documentation with BM25 full-text search.

mikrotik-mcp

Turns a MikroTik router into 310 MCP tools for AI-driven configuration over SSH, covering firewall, routing, VPN, and more.

chisel

Enables AI agents to construct, edit, and export 3D models using geometric primitives and boolean operations, with multi-view rendering to facilitate spatial reasoning.

servicenow-mcp

A read-only MCP server that enables AI assistants to query ServiceNow instances—incidents, changes, users, CMDB—with malformed query linting and injection protection.

sysprobe-mcp

Token-efficient MCP server for Linux system diagnostics and desktop/hardware control, providing compact JSON output with hard size limits and a safety model that requires explicit flags for mutating actions.