发现优秀的 MCP 服务器

DALL-E MCP Server

An MCP server that provides tools to generate, edit, and create variations of images using OpenAI DALL-E models.

octobrain

Persistent memory for AI assistants — store insights, decisions, and knowledge that survives across conversations.

Adonis MCP Documentation Server

MCP server to access and search adonis-mcp documentation files from GitHub, with tools for listing, searching, and extracting code examples.

livetennisapi-mcp

Real-time tennis data for ATP, WTA, Challenger and ITF: live scores, player rankings, match-winner odds, and model win-probability. 12 read-only tools; a tier-gated endpoint returns a plain-English explanation of which plan it needs rather than a bare 403. Requires a paid API key.

pentestMCP

An MCP server that exposes over 20 standard penetration testing utilities, such as Nmap, SQLMap, and OWASP ZAP, as callable tools for AI agents. It enables natural language control over complex security workflows for automated and interactive penetration testing.

@roarkanalytics/sdk-mcp

Enables AI assistants to interact with the Roark REST API, allowing them to explore endpoints, make test requests, and use documentation to help integrate this SDK into your application.

quantjobs

Enables conversational management of quant job search, tailored CV generation, and skill gap analysis through MCP tools. Allows Claude to search, ingest, score jobs, and build/iterate LaTeX CVs.

Shopify Universal MCP Server

Provides a standardized MCP interface for interacting with Shopify tools and services, enabling unified API access and compatibility with MCP-compliant clients.

paperless-mcp

A read-only MCP server for your paperless-ngx document archive that lets an AI assistant search documents by full text, tags, correspondents, and dates, and read the text of any document.

FrameThrower MCP Server

Enables connecting any MCP client to a cinematography reference library of 5,489 films. Allows searching film frames by look, mood, or craft attributes, and refining through similar-frame discovery.

Weather MCP Server

A Model Context Protocol server that enables AI assistants to fetch current weather, forecasts, and search for locations using WeatherAPI service through stdio communication.

LSP MCP Server

Provides code refactoring capabilities for TypeScript/JavaScript and Python through Language Server Protocol integration. Enables renaming symbols, extracting functions, finding references, and moving code between files via natural language commands.

Bitget MCP Server

The official Bitget MCP (Model Context Protocol) server. Gives AI assistants direct, real-time access to the Bitget exchange through natural language.

SINTEGRA TO MCP Server

Enables querying SINTEGRA TO (state tax information) through a read-only MCP server, using natural language.

mcp-otle

An MCP server that simulates the Chipotle ordering experience, allowing AI agents to browse menus, build entrees, and analyze burrito structural integrity. It provides a humorous take on 'Guac-as-a-Service' through tools for order simulation and nutritional assessments.

Filesystem MCP Server SSE

MCP 服务的 SSE 版本是从文件系统 MCP 服务器修改而来的。

mcp_hello-world

A minimal MCP server that responds with 'hello' at the /hello endpoint, serving as a scaffold for building MCP-style services.

Gmail MCP

Enables comprehensive Gmail management through the Gmail API, including sending/receiving emails, organizing labels and threads, managing drafts, and configuring account settings with secure OAuth2 authentication.

android-emulator-mcp

An MCP server for managing local Android Virtual Devices (AVDs) and their lifecycles using Android SDK tools. It enables users to create, start, and stop emulators, while providing control over virtual sensors like the accelerometer and gyroscope.

TypeScript MCP Server Boilerplate

A foundational project for quickly developing Model Context Protocol servers using the TypeScript SDK and Zod for schema validation. It features pre-implemented examples for tools like a calculator and greeting service, along with templates for managing dynamic resources.

chatgpt-file-mcp

Enables local ChatGPT/OpenAI MCP clients to read files and search within explicitly authorized directories using read-only, policy-constrained tools.

Project Planner MCP

MCP server for structured Laravel project planning. Scans projects, creates tickets, and exports as JSON.

shuck-convert

An MCP server for converting between document formats (DOCX/PDF to Markdown and Markdown to DOCX) with academic styling support.

benni-operator-gateway

An open-source MCP gateway for AI operators, connecting any LLM to a hot-reloadable connector registry with production-grade approval gates and a built-in control plane for session management.

property-records

MCP server providing address-level US property records, including sales history, with natural language query capability via Pipeworx.

Bloomberg MCP

一个提供来自彭博 (Bloomberg) blpapi 的金融数据的 MCP 服务器。 (Or, more formally:) 一个提供来自彭博 (Bloomberg) blpapi 的金融数据的 MCP 服务器。

FactCheck MCP Toolkit

MCP server for automatic fact-checking of political claims by querying official statistical APIs (INSEE, Eurostat, World Bank, OECD) and providing tools for data retrieval, comparison, and cherry-picking detection.

tmux-mcp-server

MCP server for tmux enabling AI assistants to manage tmux sessions, windows, panes, layouts, and execute commands securely through natural language. Supports multiple profiles including read-only and full tool sets.

pp-mcp

A read-only MCP server that provides filtered account and portfolio data from Portfolio Performance .portfolio files to generate reports.