发现优秀的 MCP 服务器

devnotes

An MCP server that lets coding agents search, retrieve, and add development notes as plain markdown, capturing and sharing knowledge during live coding sessions.

npm-mcp

Enables AI assistants to manage Nginx Proxy Manager, including proxy hosts, SSL certificates, streams, and more.

m365-mcp-server

A production-ready MCP server that provides secure, delegated access to Microsoft 365 services including Email, SharePoint, OneDrive, and Calendar. It enables AI models to search messages, browse files, manage calendar events, and parse document contents using OAuth 2.1 authentication.

rouge-mcp

A rogue MCP server (~90 lines) that demonstrates prompt injection via tool responses to achieve remote code execution on a developer's machine.

context-studio

MCP server for Context Studio, a file-based CMS for governed marketing documents and searchable collections, enabling retrieval and management of AI context via tools like scopes, document reads, and collection search.

moomoo-api-mcp

Enables AI agents to access real-time market data, manage Moomoo trading accounts, and execute trades via the Moomoo platform.

Background Process MCP

Enables LLMs to start, stop, and monitor long-running command-line processes in the background.

HDFS MCP Server

A Model Context Protocol server that enables interaction with Hadoop Distributed File System, allowing operations like listing, reading, writing, and managing HDFS files and directories.

Prometheus MCP Server

A Model Context Protocol server that enables AI assistants to query Prometheus metrics, discover available data, and analyze system performance through natural language interactions.

OracleDB MCP Server

镜子 (jìng zi)

PRPilot MCP Agent

Analyzes GitHub Pull Requests (PRs) by querying status, CI checks, reviews, comments, and local git state, and provides next-step suggestions in Chinese.

YouTube MCP

Enables managing a YouTube channel through natural language: upload videos, edit metadata, set thumbnails, run pseudo A/B thumbnail tests, and pull analytics.

vmm-mcp-server

MCP server that wraps the vmm-api CLI to enable listing and managing VMM network topologies through natural language.

@floopfloop/mcp

MCP server for the FloopFloop API that lets LLM hosts build, poll, and refine projects from natural language prompts.

mcp-client-helper

MCP 客户端助手（管理、执行 MCP 服务器）

mcp-postgres

A comprehensive PostgreSQL MCP server providing 27 tools for database management and administration, including connection management, query execution, schema introspection, CRUD operations, and server monitoring.

canary-mcp

A visual canary that detects context rot and silent model degradation in long agent conversations by embedding externally verified checkpoints and self-reported status into each response.

kali-mcp

Enables AI assistants to run Kali Linux security tools in an isolated Docker container for tasks like network scanning, port checking, and service enumeration.

phantom-mcp-server

Give your AI agent a crypto wallet. Sign messages, send transactions, transfer tokens, and swap across Solana and EVM chains using Phantom's non-custodial wallet.

mcp-market-ru

MCP server for the Russian construction market — 3,395 contractor companies and 13,436 house-building projects across 18 regions. 21 tools for search, comparison, cost analytics, contractor recommendations, and quote requests.

RepoPilot

MCP server for auditable repository self-maintenance, turning GitHub issues and failed CI into independently verified pull requests with full audit trails, human approvals, and runbook archival.

firewalla-mcp

Enables natural language queries to Firewalla Gold for read-only network security monitoring, including alarms, devices, traffic flows, and system status via local API.

kimi-acp-mcp

Bridges Claude Code to Kimi Code via MCP, enabling task delegation with file and command execution.

MCP Documentation Server

Enables AI agents to manage, upload, chunk, and semantically search local documents through MCP tools and a REST API, with a built-in web dashboard and optional Gemini-powered AI search.

mcp-onedev

Interact with OneDev for CI/CD spec editing, pull request review, and issue workflow automation etc.

namescope

MCP server for evaluating software project name availability across package registries, GitHub, domains, and the command line, with scoring and evidence.

ISPW MCP Server

Enables LLMs to manage mainframe source code and deployment workflows via BMC Compuware ISPW, supporting assignment, task, release, and deployment operations.

real-estate-data-mcp-server

Provides US real estate data including housing stats, demographics, nearby amenities, area comparisons, cost-of-living analysis, and neighborhood search via free public APIs without any API keys.

Oura Ring MCP Server

Enables Claude to access and query Oura Ring health data including sleep, activity, readiness, heart rate, and more via the Oura API.

serverless-wiki-on-aws MCP Server

MCP server that provides secure access to a serverless Markdown wiki on AWS, enabling AI assistants to read, search, and edit pages with space-level permission checks and Bedrock-powered semantic search.