发现优秀的 MCP 服务器

Claude Code + Gemini MCP Server

Connects Claude Code with Google's Gemini AI, allowing users to ask Gemini questions, get code reviews, and brainstorm ideas directly within Claude Code.

kali-mcp

Enables AI assistants to perform penetration testing by running real Kali Linux security tools and returning structured, verified findings instead of raw terminal output.

Pabal MCP

Manages App Store Connect and Google Play Console metadata, releases, and ASO workflows locally through MCP tools, enabling store management directly from AI clients without manual console navigation.

Intelligent PostgreSQL MCP Client

Enables natural language querying of PostgreSQL databases with intelligent SQL generation using LLMs.

litestar-mcp

A Litestar plugin that automatically exposes marked routes as MCP tools and resources over Streamable HTTP.

Google Ads MCP Server

Enables Large Language Models to interact with Google Ads API for querying campaigns, ad groups, and performing mutations like creating budgets and ads.

Agent Orchestration

A Model Context Protocol (MCP) server that enables multiple AI agents to share memory, coordinate tasks, and collaborate effectively across IDEs and CLI tools.

project-notes

A personal MCP server for managing a folder of markdown notes. It provides tools to search and list notes, resources to access individual notes, and a prompt for weekly summaries.

testrail-mcp-server

Enables TestRail test management through MCP tools, allowing users to manage projects, test cases, runs, and results via natural language.

codex-bridge

MCP server that lets Claude Code ask GPT Codex for adversarial planning, code review, debugging, research, and risk triage without leaving your project workflow.

GuardianShield

Universal AI security layer for code scanning, PII detection, prompt injection defense, secret detection, dependency auditing, and audit logging.

Aceto

A local dev server with MCP interface for building HTML mockups together with an AI agent, enabling live collaborative editing through element selection and live preview.

MHS-5200A MCP Server

Enables control of MHS-5200A series signal generators via serial connection, including frequency, amplitude, waveform, and sweep settings.

MCP HTTP Client Server

A powerful MCP server for making HTTP requests, GraphQL queries, and TCP/Telnet connections from AI assistants.

openbci-mcp

MCP server for OpenBCI hardware via BrainFlow, enabling board connection, streaming, signal processing, and export with a web dashboard.

YouTube Video Summarizer MCP Server

Extracts captions, metadata, and descriptions from YouTube videos to enable AI assistants to summarize their content.

OWD Platform

Owner-controlled continuity layer for Obsidian and AI agents, enabling cited handoffs and owner decisions across independent agents.

Verdict MCP

Verdict MCP is a gatekeeper server that enforces code completeness, test coverage, and premium UI/UX standards on AI agents by auditing code, validating design tokens, and running tests with 95% coverage and 80% mutation score gates.

Instagram MCP Server by CData

Instagram MCP Server by CData

Node.js MCP Server

A comprehensive MCP server that enables file operations, mathematical calculations with unit conversions, and system information retrieval. Provides secure access to local file system, calculator functions with statistics, and system monitoring capabilities.

nightscout-mcp

Enables AI assistants to access and analyze Continuous Glucose Monitor (CGM) data from Nightscout, providing real-time readings, history, and analytics.

api-caller-mcp

MCP server for making API calls with authentication support. Allows configuring multiple API endpoints and performing GET, POST, PUT, DELETE requests, including form data and file uploads.

Browserbase MCP Server

Enables cloud browser automation through Browserbase and Stagehand, allowing LLMs to navigate web pages, extract data, take screenshots, fill forms, and perform automated web interactions with multi-session support.

cogmemai-mcp

Persistent cloud memory for AI coding assistants. 28 MCP tools for semantic search, auto-learning, task tracking, correction patterns, knowledge graphs, and session replay across Claude Code, Cursor, Windsurf, Cline, and any MCP client. Encrypted at rest. Team shared memory with author attribution.

@useclypt/mcp-server

Enables AI agents to submit podcast URLs and retrieve clips, trailer, show notes, guest-share link, and transcript via the Clypt API.

mcp-google-agent-platform-docs

About MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.

Amazon Music MCP Server

Enables control of Amazon Music playback through Claude Desktop via the Model Context Protocol. Users can play, pause, skip tracks, and search for music using natural language commands powered by browser automation.

medusa-mcp

MCP server for integrating AI agents and automation with Medusa commerce platforms, enabling management of products, orders, and workflows through a scalable backend layer.