发现优秀的 MCP 服务器

Nx MCP Server

Nx MCP 服务器为 LLM 提供对你的 monorepo 的全面洞察：项目依赖关系、文件关系、可执行任务、所有权元数据、技术栈、自定义生成器和 Nx 文档。这种深入的上下文使 LLM 能够生成与你的架构完美对齐的代码。

Notion Local MCP Easy

A Windows MCP server for personal Notion Agent integration, providing file read, search, and modification tools in a selected workspace, with an optional trusted developer mode for Python, Git, Node, etc.

Task Scheduler MCP Server

Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and Redis/SQLite. Supports immediate background task execution, scheduled tasks with ISO 8601 timestamps, task status monitoring, cancellation, and completion notifications.

Database MCP

Provides a natural language interface for querying and managing PostgreSQL, MySQL, MariaDB, MSSQL, and SQLite databases using the Model Context Protocol. Users can explore database schemas and visualize query results through an integrated web dashboard.

cloudscraper-mcp

Enables AI agents to bypass Cloudflare protection and scrape web content, returning clean Markdown with smart chunking and file export.

instinct

Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes — auto-promotes high-confidence patterns into behavioral rules. 22 tools, 2 prompts, SQLite-backed, zero config.

dashbrr-mcp

MCP server exposing Dashbrr's REST API as tools, so an LLM can read and manage a dashbrr instance: configured services, per-service health, and summary panels for many apps. Write tools cover settings management, download-queue deletes, Overseerr approvals, UI preferences, and the Plex auth PIN flow.

Ceki

Hire specialists by the hour — search, schedule, and pay via MCP protocol.

Võro MCP Server

An MCP server for working with the Võro language: local dictionary and corpus lookup, GiellaLT-backed analysis/spellcheck/grammar tools, and Neurotõlge translation.

proship-mcp

Stateless MCP server that enables AI agents to create Thailand Post shipments, print labels, and track parcels through the ProShip API.

Context Bank MCP

一个 MCP 服务器，通过 API 提供查询 AtherOS 知识库的接口，允许用户创建聊天会话并发送查询以检索信息。

ArchHub MCP

Enables natural language access to 11 Korean building data tools including building registers, permits, comprehensive profiles with zoning, floor composition, district statistics, old building analysis, price history, demolitions, and permit pipeline.

Screenshot MCP Server

Enables AI assistants running in WSL to capture Windows screenshots of full desktops, specific monitors, or individual windows by title or process name. It features DPI awareness, automatic path conversion between WSL and Windows, and customizable storage options.

FastAPI MCP Server

A comprehensive MCP server providing 21+ tools for mathematical operations, string manipulation, file handling, utilities, and web requests via FastAPI and WebSocket.

IMCP - Insecure Model Context Protocol

IMCP - 不安全的模型上下文协议，人工智能安全领域的 DVWA！欢迎来到 IMCP——一个故意存在漏洞的框架，它暴露了人工智能/机器学习系统中 16 个关键的安全弱点。无论您是安全研究人员、开发人员还是教育工作者，IMCP 都是您亲身实践学习真实案例的游乐场。

Huoshui File Converter

A secure MCP server for converting documents between Markdown, DOCX, HTML, PDF, and TXT formats within a sandboxed working directory.

Typesense MCP Server

镜子 (jìng zi)

oblio-mcp

Unofficial MCP server for Oblio.eu accounting software enabling natural language interaction to create invoices, manage documents, collect payments, query nomenclatures, and submit e-Factura to Romania's SPV system.

AgentDB

MCP server providing agent memory management with layered awakening, per-agent SQLite storage, and a dashboard for monitoring and administration.

DICOMweb MCP Server

An MCP server that exposes a DICOMweb-compliant DICOM archive to AI assistants. It lets any MCP-capable client search studies, series and instances, inspect metadata, read Structured and Encapsulated PDF Reports, and render image frames — all through natural language.

edu-data-analysis

使用 MCP 服务器演示如何使用教育数据

@kaminari-ad/mcp

Lets AI agents launch scans, inspect results, manage campaigns and policies, and read alerts directly against your Kaminari Ad workspace via your API key, with 82 tools covering most of the API surface.

Python Code Review MCP Agent

Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.

Fake Pennylane MCP Server

A fake MCP server that emulates the Pennylane MCP experience for local development, testing, demos, and CI pipelines, providing deterministic fixtures and authentication modes without needing a real Pennylane account.

Gear

An MCP server that enables AI assistants to directly run, inspect, modify, and debug Godot game development projects through 110+ tools covering scenes, scripts, resources, runtime debugging, and asset management.

Luma API MCP

Enables image and video generation using Luma's API, supporting multiple models, aspect ratios, and advanced features like keyframes and style references.

uvxwebsearchmcp

A zero-config web search and fetch MCP server for LLM agents, featuring multi-backend metasearch, persistent rolling cache, and structured error envelopes for retry-friendly interactions.

SetlistMCP

Enables AI assistants to search for and retrieve concert setlists from setlist.fm by artist, city, and date, and to view full setlists with songs, sets, and encores.