发现优秀的 MCP 服务器

PAL MCP Server

A Model Context Protocol server that connects AI CLI tools to multiple models for multi-model orchestration, conversation continuity, and collaborative workflows like code reviews and planning.

Junos MCP Server

Enables LLM interactions with Juniper Junos network devices, allowing natural language access to device configuration, monitoring, and management operations through secure SSH connections.

WPCafe MCP Server

Connect any MCP-compatible AI assistant to your WordPress site running the WPCafe restaurant plugin. Once connected, your AI assistant can manage reservations, food orders, locations, QR codes, settings, analytics, and every other feature available in the WPCafe admin panel.

WhatsApp MCP Server

Enables sending and receiving WhatsApp messages via Twilio, with support for text, media, templates, and a searchable perfume catalog integrated with Google Sheets.

mcp-discord

An MCP server providing 26 tools for Discord API interactions, enabling message management, moderation, channel operations, and server inspection through Claude Code, Paperclip agents, or other MCP-compatible clients.

forge-repo-mcp

This MCP server enables automated maintenance and code analysis for Python/pytest repositories in isolated Docker environments. It supports read-only investigations, fix-and-verify tasks, and provides full audit trails with SQLite event history and artifact exports.

DiscoMCP

Teach any AI agent how you use an MCP server – Soft-Landing to your AI integrations

china-mcp-servers

Provides MCP servers for Chinese services: holiday checking (statutory holidays and makeup workdays), WeChat push notifications via Server酱, and Baidu translation.

SMC-MCP

Enables AI agents to analyze price action using Smart Money Concepts (market structure, order blocks, fair value gaps, liquidity sweeps) for stocks, forex, gold, indices, and crypto without an API key.

mcp-amap

Provides map services such as geocoding, POI search, and route planning through the Amap API, enabling AI applications to interact with map data via natural language.

wiki-js-mcp

An MCP server for Wiki.js that enables AI agents to create, read, update, search, list, and move wiki pages via the GraphQL API. It supports surgical section updates and structured content management through named sections.

DPIA-MCP

Acts as a document store for AI-guided DPIA workflows, enabling saving structured answers, generating Word documents and Excel risk registers from Swedish DPIA templates.

NVIDIA MCP

Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions, model listing, and image generation via NVIDIA-hosted endpoints.

PrecisionContextEngine

Enables AI coding agents to efficiently navigate and understand large codebases by providing tools for entry point location, call chain analysis, and impact assessment, reducing context consumption and model costs.

Math Operations MCP Server

Enables performing arithmetic operations (add, subtract, multiply, divide, power, modulo) via natural language through HTTP SSE transport, allowing integration with Claude or other MCP clients for AI-powered calculations.

Royal MCP

Production MCP server that runs as a WordPress plugin, exposing 40+ tools for managing posts, pages, custom post types, WooCommerce products, media, users, and menus from any MCP client. Includes API key + OAuth 2.0 authentication, rate limiting (60 req/min per IP), and activity logging. Free on WordPress.org

AppNiche MCP Server

Open-source Model Context Protocol server for iOS App Store market research with four read-only tools for app discovery, revenue/download estimates, ASO keyword research, and review analysis.

Pearch

This project provides a tool for searching people using the Pearch.ai, implemented as a FastMCP service.

liga-record-mcp

MCP server that exposes Liga Record fantasy football squad data, rules, and tools to Claude for validating lineups, simulating automatic substitutions, checking transfers, and searching the player market.

The Latent Space

Agent registry, arena reputation system, and Latent Credits economy. Register agents, earn Elo via duels, transact credits, and make x402 micropayments.

Atlas Vision MCP

Enables text-only coding agents to analyze local images using a dedicated vision provider, returning markdown and structured JSON evidence for screenshots, diagrams, UI mockups, and error captures.

whatsapp-mcp-local

Provides Claude with read-only access to your WhatsApp chat history entirely on your local machine, enabling natural language search, summarization, and retrieval of messages without sending data to the cloud.

timesheet-mcp

MCP server for managing professional timesheets. It stores daily working hours in JSON and exports Excel files based on a PRIS template.

hive-mcp-morph

MCP server for the HiveMorph polymorphic agent runtime, exposing audit log, identity index, supermodel directory, brood carousel, and approval queue with x402 micropayments.

MCP Agentic AI Server

A dual-server MCP implementation with task-based AI processing using Google Gemini API, featuring tool integration, real-time monitoring dashboard, and extensible framework for custom AI workflows.

IP2Location IP Geolocation MCP Server

IP Geolocation MCP server using IP2Location.io API to ease the query of geolocation information.

AgentTakt

Review & approve AI agent task plans in a ComfyUI-style node editor, right in your terminal (MCP server + TUI)

ui-mcp

Gives MCP clients access to a registry of elite UI patterns, components, and motion configs with real, copy-pasteable React/TSX implementations.

GitHub MCP Server

A Python-based Model Context Protocol server that provides 87 tools for comprehensive interaction with the GitHub API. It enables AI agents to manage repositories, issues, pull requests, workflows, and projects through automated commands.

AURA MCP Server

Provides tools to cache answers, run local compute, and retrieve stats, reducing LLM calls by answering prompts for free when possible.