发现优秀的 MCP 服务器

DemandSphere MCP Server

Connects AI assistants to the DemandSphere search intelligence platform, enabling SERP analytics and GenAI visibility tracking through 20 tools across five domains.

MCP SQL Server Data Warehouse Connector

Enables AI assistants to interact with SQL Server Data Warehouses using natural language for automatic schema discovery and report generation. It ensures security by restricting operations to read-only SELECT queries through both code validation and database permissions.

taste-mcp

MCP server that indexes and serves design skills, guides, and patterns from the taste-skill library, enabling structured retrieval and workflow prompts for design, redesign, and image generation.

database

Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite

Strava MCP Server

Enables AI agents to interact with the Strava API to retrieve athlete statistics and activity data. It provides tools for listing recent activities and fetching detailed information for specific workout sessions.

scplus-mcp

A local code-intelligence MCP server that provides structural, exact-query, related-search, and research capabilities from a validated repo-local index, enabling agents to perform deterministic lookups, semantic search, and code analysis.

Honeybadger MCP Server

Enables AI agents to interact with the Honeybadger error monitoring service to list, filter, and analyze fault data. It provides tools for fetching error lists and retrieving detailed fault information from Honeybadger projects.

Multi-MCP

A multi-model AI orchestration MCP server for automated code review and LLM-powered analysis, integrating with Claude Code and OpenCode to orchestrate multiple AI models for code quality checks, security analysis, and multi-agent consensus.

multi-google-calendar-gmail-mcp

Enables multi-account Gmail and Google Calendar access through MCP, allowing operations across multiple Google accounts with a single tool call.

umami-mcp

Full-coverage MCP server for Umami Analytics API v2 — 66 tools for website analytics, stats, events, and team management

nous

Provides a persistent project memory for AI assistants via MCP tools, enabling querying and teaching of concepts, decisions, and patterns stored in an SQLite database.

AwrAiter

Enables managing Telegram channels from MCP-capable AI assistants, including drafting and scheduling posts, publishing content, and retrieving channel analytics.

sifa-mcp

MCP server for portable reputation and skills passports in East Africa — worker profiles, verified service records, trust scores, and professional references for economic mobility. 6 tools.

claude-config-mcp

Manages Claude Code configuration and provides cross-session intelligent memory via the Luoshu system, enabling Claude to remember decisions and project context across conversations.

eyes-mcp

Gives text-only LLMs local vision by providing a local VLM and OCR via MCP, enabling agents to analyze screenshots and extract text from images.

YouTube Media Downloader

Enables comprehensive YouTube data access including video details, playlists, channels, comments, search, and subtitle operations through the YouTube Media Downloader API.

YAPI MCP Server

A Model Context Protocol (MCP) server for YAPI API Platform integration. Enable AI assistants to interact with YAPI seamlessly.

@briefroom/mcp

Enables AI agents to deploy HTML and pull reviewer comments via the briefroom CLI without spawning shells.

MCP DB Server

Enables AI agents to query databases via natural language using the Model Context Protocol, with automatic schema discovery, SQL query execution, and read-only safety checks.

Datadog MCP Server

Enables interaction with Datadog APIs through natural language, supporting full CRUD operations on metrics, monitors, dashboards, logs, infrastructure, and more.

hackyeaster-solver

MCP server enabling Claude to solve HackyEaster CTF challenges through web scraping, decoding, image analysis, and progress tracking.

work-tracker-mcp

MCP server that tracks what you are working on. Logs are stored locally as one markdown file per day on your Desktop.

Grocery Search MCP Server

Provides grocery price and nutritional information search capabilities, allowing AI agents to search for food products, compare prices, and analyze nutritional content across different grocery stores.

x2md

Converts .docx files to Markdown, with optional image extraction and HTML table conversion, accessible via MCP server or Python API.

apple-image-mcp

On-device AI image generation for macOS with 17 tools and zero API keys, combining Apple Intelligence and Pollinations for stylized and photorealistic images, auto-cropping for 40+ social media platforms.

LocalTides MCP Server

This is an MCP (Model Context Protocol) server that provides tools for interacting with the NOAA Tides and Currents API.

scholar-search

Enables searching Google Scholar papers with year filtering, deduplication, and proxy support. Also provides paper detail retrieval, TF-IDF relevance analysis, and chart generation via MCP tools.

Xafari MCP

An MCP server and crawler for Xafari documentation that enables AI agents to search, retrieve pages, and extract code examples from a local index. It provides structured documentation access through stdio or HTTP interfaces for seamless IDE integration.

Drumbeats MCP

MCP server for Drumbeats monitoring. Enables creating monitors, triaging incidents, and running HTTP/SSL/DNS checks using natural language from any AI client.

Chisel Knowledge MCP

Enables building and managing knowledge workspaces with tools for ingesting content from text, clipboard, or URLs and searching organized knowledge bases. Supports multiple configurable workspaces with separate inbox and knowledge directories for structured information management.