发现优秀的 MCP 服务器

Kilntainers

MCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.

joa

Persistent activity journal for AI agents - enables logging and querying decisions, changes, errors, and observations across sessions.

Voila Groceries MCP

Voila.ca groceries MCP for card management, product search and order history analysis

Docker MCP Server

Enables managing Docker containers (run, list, stop, remove, view logs) through Claude Desktop using natural language commands.

mcp-firecrawl-licensed

Open-source MCP server that wraps Firecrawl and adds Copyright.sh licensing, usage logging, and optional x402 licensed fetch.

aint-mcp

Modular MCP server integrating Redmine, SQL Server, and GitLab for investigating incidents, enabling issue tracking, database queries, and merge request review via natural language.

podium-mcp

One MCP endpoint, 43 tools for iOS-simulator E2E — native UI automation, Maestro flows, trustworthy oracle-ladder assertions, WebView DOM + network (JSON/HAR), and React Native debugging (Metro logs/network/state). macOS + Xcode.

Github

仓库管理、文件操作和 GitHub API 集成

ConnectMeGuru

An official MCP server for ConnectMeGuru to search active travel eSIM packages, apply discount coupons, check wallet balance, and purchase eSIM plans directly within AI chats.

Gemini MCP Server

Enables interaction with Google Gemini AI models through MCP protocol. Provides text generation capabilities with configurable model selection and temperature settings.

Edge DevTools MCP

Enables control of Microsoft Edge browser via the DevTools protocol, supporting page navigation, screenshots, DOM manipulation, JavaScript execution, and network monitoring.

PDF RAG MCP Server

Enables RAG over messy PDFs — extract, chunk, embed, and search scanned, multi-column, and table-heavy documents.

Korean Law MCP

Enables users to search and retrieve South Korean statutes, precedents, and administrative rules via the National Law Information Center API. It supports deep legal chain analysis, legislative history tracking, and legal terminology lookups through natural language.

Zebrunner MCP Server

Integrates with Zebrunner Test Case Management to help QA teams manage test cases, test suites, and test execution data through AI assistants. Features intelligent validation, automated test code generation, and comprehensive reporting capabilities.

cloudinary-mcp-server

Cloudinary-MCP-Server 优化并管理 Cloudinary 的图像托管服务，提供高效的媒体存储、处理和交付，从而提升应用程序性能和用户体验。

ASMR-One MCP Server

A Cloudflare Worker that implements an MCP server for searching and retrieving ASMR work information from asmr-one.com, allowing users to search by keyword, circle, tag, or voice actor and get random recommendations.

charactercheck-mcp

Enables deriving and auditing D&D Beyond character sheets with full provenance, including combat stats, stance, and QA checks, surfacing unhandled data instead of guessing.

Open Source Literature MCP

Enables automatic literature discovery, screening, and ranking across OpenAlex, Semantic Scholar, and arXiv, with tools for exporting to Zotero and generating research ideas.

402 Coffee

Non-custodial x402 tip jars for the agentic web, enabling USDC tips via a hosted MCP tool for agents.

briefkit-mcp-server

Generates engineer-grade SaaS specifications — design systems, database schemas, and RLS policies for AI build tools like Lovable, Cursor, and Claude Code. 4 tools, TypeScript, MIT licensed.

AppleScript MCP

Enables full control of macOS by executing AppleScript commands through an MCP server, allowing automation of tasks, application control, and system management.

plane-selfhost-mcp

Enables interaction with self-hosted Plane project management instances using X-API-Key authentication, offering tools for project discovery, issue management, and workflow state operations.

material-workbench

Exposes procedural material and isometric terrain generation as MCP tools, allowing agents to create deterministic PBR textures and 2:1 isometric tiles from JSON recipes.

agy-search

Wraps the local agy CLI into an MCP server to provide a web_search tool that enables Claude Code to perform real internet searches through Gemini/Google.

subcue-mcp

Public read-only MCP server for SubcueAI, the AI interview assistant for macOS and Windows. Exposes live pricing and the latest desktop version as tools, plus product overview and FAQ resources. Includes a zero-dependency stdio bridge and Dockerfile.

stacks-mcp-server

Enables AI assistants to interact with the Stacks blockchain, including account generation, balance checks, network status, block/transaction info, and API status.

Wisnu MCP

A travel booking server that enables searching for flights, hotels, and destination recommendations based on user interests and budget. It provides additional tools for calculating total trip costs and retrieving destination-specific travel tips.

transcript-search

A semantic search system for Claude Code transcript history, exposed as an MCP server so Claude Code can query its own past sessions.

Calculator MCP Server

Provides basic arithmetic operations (add, multiply, divide) for AI assistants through the Model Context Protocol.