发现优秀的 MCP 服务器

Apple Apps MCP

Local macOS MCP server and setup app for Apple apps

MGO — Multi-chain Gas Optimizer

Compare real-time gas prices across up to 9 EVM chains and get the cheapest-chain recommendation. Pay-per-call via x402 (USDC on Base). No API key.

TokenScope

A Model Context Protocol server that enables token-aware directory exploration and file analysis for LLMs, helping them understand codebases through intelligent scanning and reporting.

jmeter-mcp

Integrates Apache JMeter with AI assistants to run and manage load tests through natural language. It enables users to execute test plans, parse results, inspect test structures, and compare performance metrics across different runs.

rm-mcp

Enables AI assistants to read, search, and traverse your reMarkable tablet library, including handwritten notes via OCR, turning it into a second brain.

Abaqus Codex MCP

A secure local STDIO MCP server that lets OpenAI Codex automate Abaqus FEM workflows: create model scripts, submit jobs, monitor solver logs, and extract ODB results.

verbative-memory

On-device memory system for AI coding agents that captures commands, edits, and test results in a lossless ledger plus distilled facts, then provides selective recall over MCP with tools like remember, recall, search, and ask.

PHP Universal MCP Server

一个通用的 MCP 服务器，用于在任何托管服务提供商或云环境中进行 PHP 开发。

mcp-zmq

Provides tools to publish, subscribe, send requests, and listen for replies over ZeroMQ messaging sockets.

FortiGate MCP Server

A production-ready MCP server for managing FortiGate firewalls, enabling AI assistants to manage firewall policies, network objects, routing, and device configurations.

Beatport MCP API

Enables searching for Beatport artists by name, returning structured data like names, IDs, and URLs.

MCP Tools

一个定制的模型上下文协议服务器，它通过标准化的工具接口，使 Claude Desktop 和其他大型语言模型能够访问文件系统操作和命令执行功能。

FAST-NUCES Flex Student Portal MCP Server

Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students to query their academic data including attendance, marks, transcript, and fee reports through natural language conversations.

Letterboxd MCP Server

Enables AI models to interact with Letterboxd data and perform account actions like rating films, writing reviews, and managing watchlists.

@cyanheads/biorxiv-mcp-server

Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.

MCP Server App

An MCP server with LangGraph agent integration that enables AI agents to use custom tools and external APIs for dice rolling, web search, social content creation, and GitHub access via STDIO transport.

mcp-n8n

Provides comprehensive management of n8n instances, including workflows, data tables, tags, credentials, users, and more, through 43 tools.

Codex MCP Sidecar

A local MCP server that lets Claude Code start, resume, and wait for Codex app-server sessions while humans inspect live sessions from a terminal.

Repo Radar MCP

Discover, rank, and compare GitHub repositories from any MCP-compatible AI client. Enables searching, filtering, ranking, and evaluating open-source repositories by topic, language, stars, license, activity, and relevance.

Remote MCP Server on Cloudflare

A template for deploying remote Model Context Protocol (MCP) servers to Cloudflare Workers using Server-Sent Events without authentication. It allows users to define custom tools and connect them to clients like Cloudflare AI Playground or Claude Desktop.

f2b-mcp-gateway

Exposes f2b-sandbox capabilities as MCP tools for creating, managing, and running commands in sandboxes, enabling AI agents to execute code and manipulate files in isolated environments.

statsbudget-mcp

Provides structured access to Swedish national budget data, including allocations, tax revenue, and fiscal data. Enables queries on budget overviews, expenditure areas, revenue timeseries, and voting results via MCP tools.

Defuddle MCP Server

Fetches webpages and returns clean, structured Markdown with metadata (title, author, publish date, description, domain, word count).

english-tutor-mcp

Enables English language practice by silently logging messages and providing reports on recurring grammar patterns without interrupting conversation.

Vibe Composer MIDI MCP

Enables LLMs to compose and play multi-track MIDI music through natural language prompts. Supports outputting to software or hardware synthesizers for enhanced audio quality.

ModAST-MCP

Module-aware AST MCP server for C++20/23 projects using clangd for AST/LSP operations and a source-level module index, enabling module graph queries, references, diagnostics, and code formatting.

Remote MCP Server (Authless)

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing users to add custom tools and connect to clients like Claude Desktop and Cloudflare AI Playground.

Crawl4AI MCP Server

High-performance server enabling AI assistants to access web scraping, crawling, and deep research capabilities through Model Context Protocol.

ZepAI Memory Layer MCP Server

Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingestion (text, code, conversations), and knowledge graph operations. Provides dual access through MCP protocol and direct API calls with automatic tool generation from FastAPI routes.