发现优秀的 MCP 服务器

Salla MCP Server

Bridges AI assistants to Salla e-commerce stores for natural language operations on products, orders, and analytics.

sdmx-data-mcp

An MCP server that lets AI assistants discover and retrieve official statistics from SDMX services, returning actual data observations rather than just query URLs.

EightyAndSunny

A weather-reactive MCP server that renders rich Open-Meteo weather widgets and provides plain JSON weather data, all without an API key.

ComparEdge Pricing API MCP Server

Provides verified pricing data for SaaS, AI tools, and LLMs across 490+ tools. No API key required, returns sourced records with attribution links.

mcp-server-multitask

MCP server that provides weather, geocoding, and currency conversion tools, enabling AI models like OpenAI to access real-time data through function calling.

Instagram MCP Server

Enables AI agents to control Instagram accounts programmatically, supporting profile management, media interaction, direct messaging, and follower management.

OpenAPI MCP Server

镜子 (jìng zi)

flipper-mcp-bridge

An MCP server that exposes a USB-connected Flipper Zero device as tools for controlling infrared devices. It enables listing, parsing, and transmitting IR signals from saved files and built-in universal remotes.

justdopeshop

使用 Cursor 和 GitHub MCP 服务器 (Shǐyòng Cursor hé GitHub MCP fúwùqì) This translates to: "Using Cursor and GitHub MCP server."

datacenter-mcp-server

Provides professional-grade data center engineering calculations including cooling, power, GPU thermal optimization, UPS/battery sizing, tier classification, and commissioning workflows, compliant with ASHRAE and Uptime Institute standards.

taskops

MCP server for Claude Code agents to manage persistent shared task boards with dependency graphs, atomic claims, and git-bound tasks.

Digital Asset Links API MCP Server

An MCP server that enables querying and managing relationships between websites and mobile apps through Google's Digital Asset Links API, auto-generated using AG2's MCP builder.

MPF: Certidão Negativa MCP Server

This server provides a read-only tool to query official Brazilian Federal Prosecution Service (MPF) negative certificates, accessible via MCP over HTTP with prepaid credits.

MCP Server Codebase Analyzer

Analyzes TypeScript codebases for health issues, fetches system incidents, and generates remediation plans.

MCP Memory Keeper

Provides persistent context management for Claude AI coding assistants, allowing you to save and restore conversation context, create checkpoints, and organize information across sessions to prevent losing important work history and decisions during long coding sessions.

Smart Colab MCP Bridge

Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python execution, enabling GPU/CPU code execution with smart timeouts and file management.

Barrier-Free Mobility MCP

This MCP server provides accessibility risk assessment for Seoul subway trips, considering wheelchair, stroller, and other mobility constraints. It offers tools to check station facilities, elevator status, and calculates risk scores for routes based on a deterministic engine.

Nextcloud Cookbook MCP Server

Integrates with the Nextcloud Cookbook app API to enable AI assistants to manage recipes, categories, and keywords. It supports listing, searching, creating, and importing recipes from URLs via a standardized Model Context Protocol interface.

deck-contract

MCP server for AI-native editable presentations: surgically edit slide components by stable ID, with local rendering and self-checking overflow.

mcp-apple-obsidian

A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It provides extensive tools for interacting with Obsidian vaults, notes, and application state through AppleScript, URI schemes, and direct file system access.

Ultimate Android MCP

Enables LLMs to control and manage Android devices via ADB, including app installation, UI interaction, and device monitoring.

mcp-playwright

一个模型上下文协议（Model Context Protocol）服务器，它使用 Playwright 提供浏览器自动化功能。该服务器使大型语言模型（LLMs）能够与网页交互、截取屏幕截图，并在真实的浏览器环境中执行 JavaScript。

MCP PostgreSQL Operations

Enables comprehensive PostgreSQL database monitoring, analysis, and management through natural language queries. Provides performance insights, bloat analysis, vacuum monitoring, and intelligent maintenance recommendations across PostgreSQL versions 12-17.

Geocode BAN MCP

This MCP server enables geocoding of French addresses using the official Base Adresse Nationale (BAN) API. It allows users to retrieve standardized addresses, GPS coordinates, and map visualization links directly within Claude.

ElevenLabs MCP Server

一个官方的“模型上下文协议”（MCP）服务器，它使AI客户端能够与ElevenLabs的文本转语音和音频处理API进行交互，从而实现语音生成、声音克隆、音频转录和其他与音频相关的任务。

chimeraforge

LLM deployment planner: given a model and a GPU, answers will it fit, will it hit your SLO, and what will it cost. Sizes VRAM and KV-cache from the model's real architecture, and labels every number measured, estimated, or unknown.

Production MCP Server

A production-ready, modular MCP server with 40+ tools across 8 categories, featuring dynamic auto-loading and sandboxed security for file system, database, and network operations.

mcp-ragchat

An MCP server that enables RAG-powered AI chat integration for websites by crawling content, building local vector stores, and generating embeddable chat widgets. It simplifies the setup of local chat servers with support for various LLM and embedding providers.

Canadian Building Code MCP Server

Enables users to search and navigate over 22,500 indexed sections across 16 Canadian building codes and user guides. It supports keyword searches, hierarchy navigation, and optional full-text extraction from user-provided PDF documents.

GitHub Trending MCP

Enables natural language queries to search GitHub for trending repositories by topic, summarize project READMEs, and compare multiple repos to uncover ecosystem patterns.