发现优秀的 MCP 服务器

Clangaroo

Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing with clangd LSP for efficient symbol lookup, navigation, and hierarchy analysis. It optionally integrates Google Gemini AI to deliver deeper architectural insights and automated documentation summaries.

TrendRadar MCP Server

Enables quick deployment of a trending news assistant with multi-channel notification and AI analysis, helping users stay updated with relevant news.

Clarion Knowledge Base

Enables semantic search across Clarion programming documentation via natural language queries in Claude AI, supporting 21 manuals and 21,747 indexed chunks.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

MCP Code Sanitizer

Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and security issues in your code. Supports analyze, compare versions, explain code, generate tests, and HTML reports.

Kela MCP Server

Enables AI assistants to answer questions about Finnish social benefits (Kela) by providing tools for searching, checking eligibility, and getting application steps.

dsh-chatgpt-bridge

MCP bridge enabling ChatGPT to create, view, and control DeepSeek Harness agent sessions, with session management, messaging, and approval tools.

zswarm-mcp

Enables coordination of CLI AI agent crews across Zellij terminal panes, allowing users to spawn agents, send prompts, inspect outputs, sync signals, and manage git worktrees via natural language.

WireMCP Secure

Production-ready MCP server for real-time network traffic analysis and packet capture using Wireshark/tshark, with security hardening, threat intelligence integration, and comprehensive audit logging.

IT Onboarding Automator MCP Server

Enables AI assistants to inspect employee access, list failed onboarding events, and retry provisioning operations.

falllineage-mcp

Sovereign, MIT-licensed MCP server for professional-service workflow tooling, with Ed25519 signing, offline capability, and machine-callable by AI agents.

Globalping

Globalping

Kamailio MCP Server

Enables AI-powered control and automation for Kamailio SIP servers, including config generation/linting, live JSONRPC operations, and database provisioning via MCP and CLI.

dis-claude

Connects Discord to Claude Code, turning forum threads into interactive sessions. Supports approvals, live progress, slash commands, and terminal access.

IcebergMCP

Enables natural language interaction with Apache Iceberg Lakehouse tables through MCP, supporting read-only operations like listing namespaces, tables, schemas, and partitions.

TinySearch

Shrink the web for your local LLMs! Provides web research capabilities to low resource models and environments.

Example Next.js MCP Server

A Next.js MCP server template using mcp-handler 2 and the MCP TypeScript SDK v2, providing a stateless MCP server for App Router applications with built-in support for the 2026-07-28 protocol and compatibility with 2025-era Streamable HTTP clients.

MCP Server Starter (TypeScript)

A minimal, production-ready TypeScript starter template for building Model Context Protocol (MCP) servers with auto-loading architecture for tools, resources, and prompts. Provides boilerplate code, generators, and examples to quickly create MCP servers that can connect AI applications to any data source or tool.

agentmetal/mcp

Enables AI agents to provision, manage, and renew cloud servers with USDC payments via x402, requiring no human signup.

agent-browser-mcp

Enables AI agents to directly control your real Chrome browser with full context including login sessions, cookies, and open tabs. It provides tools for page scanning, JavaScript execution, CDP control, screenshots, and physical mouse/keyboard input for authentic browser automation.

Context Intelligence Layer

Provides LLMs with persistent memory and reusable skills via MCP, enabling semantic storage and retrieval of user preferences, project context, and step-by-step procedures across conversations.

Poke Google Docs MCP

A remote MCP server that lets your Poke agent create and edit Google Docs.

Network Ops MCP

Aggregates network operations tools such as retrieving local network configurations and scanning ports, enabling IT professionals to perform these tasks via natural language.

hub-bus

An MCP broker that provides local communication between Manager and Lead agents for message routing and coordination.

images-handler

MCP server that grants text-only LLMs like DeepSeek the ability to 'see' images by leveraging a Cursor agent to convert images into text descriptions.

Anima MCP Server

Connects AI coding assistants to Anima Playground, Figma designs, and design systems, enabling handoff of designs to production code.

Bitbucket MCP Server

Enables MCP-compatible clients to read repositories and source code from Bitbucket. Provides tools for listing workspaces and repositories, browsing directories, reading files, searching code, and inspecting commits and pull requests.

codex-chatgpt-bridge

Local MCP bridge enabling ChatGPT web to access approved local files and execute tasks via local Codex.

Sudoku MCP Server

A Cloudflare Worker-based MCP server for playing Sudoku, exposing five tools (start_game, get_game, play_move, check_game, reset_game) that let users start uniquely solvable puzzles, make moves, validate entries against a hidden solution, and reset games via a SQLite-backed Durable Object per game.

docker-vm-mcp

An MCP server that provides full lifecycle management of lightweight VMs backed by Docker containers, enabling creation, SSH access, command execution, and resource monitoring through natural language.