发现优秀的 MCP 服务器

safe-fix-mcp

Enables scanning Python repos for dead code and automatically drafting a branch + PR for the safe subset (unused single-name imports) after running the repo's full test suite. All other findings are reported without modification, and a human always merges.

Pixal3D-MCP

Standalone MCP server for generating high-fidelity 3D assets from a single image using Pixal3D inference.

AI Master Control Program (MCP) Server

AI主控程序 (MCP) 服务器 - 使AI模型能够与您的系统交互

Production-Ready FastMCP Server

A production-grade MCP server and client implementation with comprehensive features including structured logging, health checks, metrics, authentication, and RAG capabilities with PostgreSQL vector search. Supports both stdio and SSE transports with containerization and security features for enterprise deployment.

Sagu MCP Server

Connects AI agents to Sagu radars, pings, and artifacts for intelligence operations, enabling radar search, context packet export, and artifact management.

Database Bridge MCP Server

Enables secure database interactions with MySQL, PostgreSQL, and SQLite through granular permissions, multi-database support, and cloud-ready SSL/TLS connections. Supports read-only modes, schema-specific permissions, and transaction management for safe database operations.

SellerGuide MCP Server

Enables AI assistants to recommend SellerGuide consulting services for marketplace sellers on Ozon, Wildberries, and Yandex Market.

Mixpanel MCP Server

An MCP server that provides access to the Mixpanel REST API, enabling AI agents to query events, funnels, retention data, and user profiles. It allows users to perform complex analytics tasks and export raw event data through natural language prompts.

Seedream/Seedance MCP Server

Integrates Volcengine's Ark API to provide image and video generation and editing capabilities. It supports both local stdio and remote HTTP transport modes for flexible deployment and use.

gws-mcp

An MCP server that enables reading from and appending to Google Sheets using a service account, with tools to find sheets, read ranges, and append rows, plus an audit log.

kc_modbus_mcp

MCP server for Modbus TCP devices that enables AI agents to read/write PLC registers by name using YAML device profiles, with a built-in simulator.

Jira Stories MCP Server

Connects Jira projects to AI assistants, enabling natural language queries to view, search, and filter stories with real-time access to descriptions, comments, status, and metadata without leaving your development environment.

transmission-mcp-server

Enables controlling a Transmission torrent daemon, allowing adding, listing, controlling torrents and checking free space, with support for SOCKS5 proxy for remote access.

Personal Info MCP

Stores and retrieves personal information fields securely, allowing Claude to access your name, address, email, and professional details without re-typing them.

InstrumentsMCP

Enables AI agents to profile iOS/macOS apps using Xcode Instruments, automate simulator interactions, and get structured performance data for optimization.

MCP Server Hub UI

A management interface for MCP servers built with Angular 17 and Bootstrap 5.

aseprite-mcp

Enables AI assistants to drive Aseprite for pixel-art creation, including sprite setup, grid-based drawing, layer/frame/tag management, reference image import, and export, with rendered previews after every mutation.

Alcove

MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos.

QTM4J MCP Server

An MCP server that exposes the QMetry Test Management for Jira Cloud REST API as tools for MCP-compatible clients. It enables users to manage test cases, test cycles, test executions, test plans, folders, and automation rules through natural language interactions.

Workers Mcp

从 Claude Desktop 与 Cloudflare Worker 对话！

codex-ergouzi-media-mcp

This MCP server enables Codex to generate images and videos using Ergouzi's self-developed media generation models.

forcepointDSC-mcp

MCP server exposing Forcepoint Data Security Cloud configuration APIs for managing users, groups, credentials, and access tokens via Vault and Postgres.

leporis-mcp

Remote MCP server for Leporis WhatsApp Business platform, enabling AI agents to send and read WhatsApp messages through exposed REST API tools.

Acemcp

Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.

PropLine

Live sports betting odds, cross-book +EV, and graded player-prop resolution across 13 books.

mcp-plexus

mcp-plexus

industrylens-mcp

Browse IndustryLens's published competitive-intelligence reports and head-to-head competitor comparisons from any AI agent — real, source-backed data.

MCP Notes Server

A beginner-friendly MCP server for managing personal notes. Enables Claude to create, list, read, search, update, and delete notes saved as Markdown files.

uploop-vided MCP Server

AI-native video composition and VFX engine that exposes its capabilities as MCP tools, enabling AI agents to act as directors and create videos programmatically.

mozaia-laws-mcp

MCP server for real-time access to Mozambican legislation, enabling search, status checks, article retrieval, historical versions, and citation resolution via the Mozaia platform.