发现优秀的 MCP 服务器

Mode Manager MCP

MCP Memory Agent Server - A VS Code chatmode and instruction manager with library integration

MCP Docs Assistant

An MCP server that retrieves documentation from official sources (LangChain, LlamaIndex, OpenAI, uv) using Serper API, extracts page content, and provides context for LLM-based answers.

network-mcp

Enables read-only access to managed network devices over SSH or Telnet via MCP, allowing users to probe devices, retrieve redacted running or startup configs, gather facts and interfaces, back up multiple devices, and compare configs for drift or unsaved changes.

CSE MCP Server

A Model Context Protocol server for the Colombo Stock Exchange that enables users to search listed companies, fetch stock quotes, and retrieve real-time market snapshots. It provides a structured interface for AI tools to access CSE data, including top gainers, losers, and index summaries.

worldbank-mcp

Provides query capabilities for global economic and social development data from the World Bank Open Data API.

MCP Perforce Server

Provides a clean interface for Perforce (P4) operations in Claude Desktop, wrapping P4 commands for reliable, non-interactive use with structured responses and multi-project support.

wallet-mcp

MCP server for the BudgetBakers Wallet REST API, enabling management of transactions, accounts, categories, budgets, labels, and more through natural language.

beatlyzer-mcp

Enables AI agents to analyze audio files, extracting tempo, key, beat drops, volume surges, high tones, loudness, brightness, and structure, and returning structured JSON and visualizations.

ytptube-mcp

A local stdio MCP server that lets MCP clients inspect and operate a self-hosted ytptube HTTP API, with tools for health checks, queue/history management, archives, tasks, and presets while protecting credentials.

ai-media-mcp

Enables image and video generation across GPT-Image, Gemini, Grok, and Jimeng with file-based outputs, multi-reference support, and model capability lookup.

MCP RAG Agent

Enables hybrid search over policies using Reciprocal Rank Fusion and provides grounded, context-aware answers via a LangGraph agent with COSTAR prompting.

voyager-mcp

A Voyager-inspired MCP server that enables coding agents to build and immediately use CLI tools without restarting sessions.

ThinAir Data

Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema, optimization, and more.

Change Risk Assessor MCP Server

Assesses code change risk with ultra-low token budget (50-100 tokens) and provides structured risk metadata for AI agents in IDEs.

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a clean foundation with TypeScript support, example implementations, and easy installation scripts for quickly creating tools, resources, and prompt templates.

github-issue-tracker

A simple MCP server built with MCPize providing hello and echo tools for demonstration purposes.

wazuh-mcp

An MCP server for the Wazuh SIEM/XDR platform that enables users to query agents, security alerts, detection rules, and decoders through Claude or other MCP clients. It provides specialized tools and prompts for investigating security alerts, performing agent health checks, and generating environmental security overviews.

paean-dex-mcp

DEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and Solana (Jupiter) for AI agents, with privacy-first design and read-only mode.

aigc-humanizer-zh

MCP server for detecting AI writing patterns in Chinese academic text and providing rewrite guidance to reduce AIGC detection rates.

Aircall MCP Server

MCP server providing 83 tools to manage Aircall calls, transcriptions, AI insights, contacts, SMS, users, teams, and more via the Aircall Public API, compatible with Claude Desktop and other MCP clients.

loot-agent-mcp

This MCP server enables agents to trade LOOT tokens, play the full loot game loop, and launch their own tokens on Robinhood Chain, all at the same prices and rules as human wallets.

PostgreSQL MCP Server

A TypeScript-based Model Context Protocol server that enables AI assistants to perform secure database operations on PostgreSQL databases through structured tool interfaces.

Google Cloud MCP Server

Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manage node pools, and retrieve server configurations. It includes automated scripts for deploying and testing sample applications across multiple GKE Autopilot clusters.

Windows-MCP-Server-Installation-Verification-Guide

镜子 (jìng zi)

Faker MCP Server

Generates fake data like names, text, internet info, dates, and commerce data using Faker.js, supporting multiple locales and customizable parameters.

JobTrack MCP Server

Manages job applications, companies, roles, statuses, deadlines, and reminders through natural language queries.

Boomi MCP Server

Secure MCP server for Boomi Platform API integration with Claude Code. Enables natural language interaction with Boomi Platform APIs, including managing accounts, processes, components, deployments, schedules, and more.

Gamma MCP Server

Enables generating AI-powered presentations via the Gamma API directly from MCP clients like Claude for Desktop.

Penpot MCP Server

Enables AI assistants to access and retrieve Penpot boards and design tokens.

Mail MCP

Local MCP server for macOS Mail reads plus visible unsent compose, reply, and forward drafts, and constrained single-message moves.