发现优秀的 MCP 服务器

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.

mcp-zmq

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

Figsor

Bridges Cursor AI to Figma for chat-driven design creation and editing directly on the Figma canvas. It provides over 45 tools to manage layers, layouts, components, and variables through natural language commands.

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.

grimoire

Enables AI models to search and retrieve offline security knowledge from over 20 curated sources including HackTricks, PayloadsAllTheThings, and OWASP guides, via the Model Context Protocol.

english-tutor-mcp

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

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.

Crawl4AI MCP Server

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

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。

Beatport MCP API

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

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.

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。

Defuddle MCP Server

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

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.

mcp-n8n

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

MCP Gateway

A production-grade platform that connects AI assistants to internal databases and filesystems through a single authenticated endpoint. It features role-based access control, SSO integration, and built-in tools for querying SQL databases and managing files with full audit logging.

Maicraft

Enables AI agents to play and interact with Minecraft servers through mineflayer, providing automated actions like mining, movement, crafting, and real-time game event monitoring.

spaceship-mcp

MCP server for managing domain registrations, DNS, WHOIS privacy, transfers, and marketplace listings via Spaceship API.

Fantasy Gamebook Engine

An MCP server that provides 18 tools for dice rolling, luck tests, character management, world state, combat, and save/load, enabling an AI game master to run a solo-play gamebook entirely through deterministic game logic.

mem

MCP server for live process memory introspection and debugging on Linux x86_64. Enables reading/writing process memory, searching patterns, ptrace attach/registers, running commands, and valgrind execution.

mcp-scaffold

*开发中* 用于测试和开发 MCP 客户端和服务器的脚手架

timely-mcp-server

MCP server for Timely time tracking API. Connects Claude Code to your Timely account for reading and creating time entries, projects, tasks, and users.