发现优秀的 MCP 服务器

Ghost + Contentful MCP

Enables AI assistants to search blog posts and pages from Ghost, and learn pages, case studies, and events from Contentful. Provides five search tools with contextual snippets via MCP stdio transport.

MCP Tools Suite

用于管理模型上下文协议 (MCP) 服务器的综合工具包

APIAny MCP Server

Provides tools for discovering AI models, checking pricing, retrieving API documentation context, and generating integration examples; also supports paid async image/video tasks.

Local Snowflake MCP Server

Enables Claude Desktop to interact with Snowflake databases through natural-language SQL queries. Built in Python, it allows secure local integration between LLMs and enterprise data systems for database operations and analysis.

Distill MCP

MCP bridge for Distill — let Claude, Cursor, or any MCP client rename files based on AI content analysis. 9 tools for renaming, suggestions (preview), folder watching, history, and rule management. Five AI providers: Claude, OpenAI GPT-4o, Gemini, Ollama (local), Apple Intelligence. Bridge open-source (MIT), Distill app is commercial (pay-per-use, no subscription).

Firebase MCP Server

Enables inspection and querying of Firestore data and Cloud Function logs within the Firebase Emulator environment. It provides tools to navigate collections, retrieve documents, and filter function logs using regex and other criteria.

DocuMCP

An MCP server that enables Claude to generate, search, and manage documentation for codebases using vector embeddings and semantic search, providing tools for creating user guides, technical documentation, code explanations, and architectural diagrams.

io.github.pvliesdonk/image-generation-mcp

Multi-provider image generation MCP server that enables image generation from Claude Desktop, Claude Code, or any MCP client using OpenAI, Google Gemini, Stable Diffusion, or a placeholder provider.

Tenzir MCP Server

An MCP server that enables AI assistants to interact with Tenzir, a data pipeline engine for security operations, including executing pipeline queries, managing OCSF schemas, and generating parsers.

test-newsapi-mcp

Provides AI agents access to news aggregation from 80,000+ sources via the NewsAPI. Supports both authenticated access with API keys and pay-per-use via HTTP 402 protocol with blockchain payment verification.

pumpswap-mcp

pumpswap-mcp

portfolio-mcp-server

Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and manage profile, projects, skills, certifications, education, experience, and testimonials from a universal-portfolio instance.

aiplayer-mc-bot MCP Server

Enables natural language control of a Minecraft bot, allowing it to execute tasks like mining, exploring, and item management via AI-powered commands.

JSON MCP Boilerplate

A starter template for building MCP (Model Context Protocol) servers with TypeScript support. Provides a clean foundation with example tools, resources, and prompts for creating custom integrations with Claude, Cursor, or other MCP-compatible AI assistants.

mcp-taskflow

A local MCP server that gives AI agents structured task planning, execution tracking, and guided research workflows.

model-version-mcp

Provides up-to-date AI model names and pricing from models.dev, solving model hallucination by fetching recently released models.

Remote MCP Server

A deployable Model Context Protocol server for Cloudflare Workers that allows users to create custom AI tools without authentication requirements and connect them to Cloudflare AI Playground or Claude Desktop.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

mcp_command-line_tool

mcp\_command-line\_tool

Sylex Memory

Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared knowledge commons, topic channels, and agent-to-agent DMs. 23 MCP tools, free, no API key needed.

MuseScore MCP Server

A Model Context Protocol server that provides programmatic control over MuseScore through a WebSocket-based plugin system, allowing AI assistants to compose music, add lyrics, navigate scores, and control MuseScore directly.

MCP NMAP Server

使人工智能助手能够使用NMAP执行网络扫描操作，通过人工智能对话提供用于网络分析和安全评估的标准化界面。

Puch AI MCP Starter

A starter template for creating MCP servers compatible with Puch AI, featuring built-in tools for job searching and analysis, plus basic image processing capabilities. Includes authentication and deployment guidance for extending Puch AI with custom tools.

MarketAuxMcpServer

A MCP Server Implementation that integrates the Marketaux api providing search based on entity, countries, industries, symbols etc.

mcp-server-jupyter

用于 Jupyter Notebook 和 JupyterLab 的 MCP 服务器

MCP Docker Server

Enables secure Docker command execution from isolated environments like containers through MCP protocol. Provides tools for managing Docker containers, images, and Docker Compose services with security validation and async operation support.

TrySellr MCP Server

AI-powered selling intelligence for multiple online marketplaces, enabling item analysis, optimized listings, pricing checks, negotiation coaching, and batch operations via any MCP-compatible AI assistant.

AWS MCP Gateway

A minimal, security-focused MCP gateway for connecting ChatGPT to AWS account data through explicit, read-only tools.

resy-mcp

Manage Resy reservations via natural language: search restaurants, book tables, and manage reservations, favorites, and Priority Notify.

Notion MCP Server

一个用于 Notion 集成的简单 MCP 服务器实现