发现优秀的 MCP 服务器

mcp-crawl4ai2vectordb

MCP server for crawling web documentation and storing it in a Supabase vector database.

Angel One Mcp

MCP server for Angel One SmartAPI. Lets AI clients trade Indian stocks, manage orders and GTT rules, read holdings/positions/funds, fetch quotes/candles/OI/Greeks, and estimate margin/brokerage with TOTP login and built-in safety guards.

semanticscholar-mcp-server

An MCP server that provides access to Semantic Scholar's academic graph, recommendations, and datasets APIs, enabling paper search, citation analysis, author lookups, and dataset discovery through 20+ tools.

StockPrice

MCP server that retrieves real-time stock price information from Yahoo Finance using the yahoo-finance2 API, supporting US and Japanese tickers.

ncloud-gov-mcp-server

MCP server for managing Naver Cloud Platform Government Cloud infrastructure via natural language. Provides ~877 tools across compute, network, database, storage, security, and other services.

Prometheus Alertmanager MCP Server

Enables interaction with Prometheus Alertmanager to retrieve, filter, and manage alerts and silences through natural language commands in Claude AI.

Myrcael

A TypeScript framework for building MCP servers with features for client sessions, authentication, image/audio content, and typed server events.

MCP-DevTools

一个用于改善光标体验的 pptr mcp 服务器。 (Or, more literally, but perhaps less natural-sounding:) 一个用于更好光标的 pptr mcp 服务器。

Agno MCP Search

An MCP server that exposes an Agno agent with Google Gemini reasoning and Serper web search, enabling MCP-compatible clients like Claude Desktop to perform agent-driven web searches and receive synthesized answers.

Robot MCP Server

Enables LLM-based AI agents to control SO-ARM100 and SO-101 robots through natural language commands and camera feedback. It supports various transport protocols and provides tools for both autonomous robotic movement and manual keyboard operation.

LocalKeep MCP Server

Enables Claude to query user-curated, dated memory entries stored locally, giving users direct control over what the AI remembers about them.

GitHub API MCP Server

这是 GitHub 搜索 MCP Server

Spotify MCP Server

通过模型上下文协议与 Spotify Web API 集成，允许用户以编程方式搜索曲目、控制播放和管理播放列表。

Chess MCP

Play interactive chess games through conversation with move validation, Stockfish engine analysis, tactical puzzles, and a visual chess board widget in ChatGPT.

LiveTap

LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding agents, enabling real-time monitoring and alerting through natural language.

Trends MCP

Provides hosted trend data MCP server for querying Google, TikTok, Amazon, Reddit, YouTube, Steam, npm and 30+ trend sources in natural language from any MCP-compatible AI.

Coursera MCP

Enables AI agents to programmatically interact with Coursera, including enrolling in courses, completing lectures, solving quizzes, submitting assignments, earning certificates, and pushing them to LinkedIn.

tai-dynamic-postgres-mcp

Generates FastMCP tools for PostgreSQL DML operations (insert, select, update, delete) per table based on schema introspection, with Pydantic models for input validation.

AuroraDocs MCP Server

Enables local MCP clients to interact with an AuroraCloud workspace, supporting object listing, content reading, search, and task management through authenticated API calls.

Dotloop MCP

Read-only MCP server for Dotloop that exposes safe read tools for accounts, profiles, loops, folders, documents, participants, tasks, activity, and templates.

Airlock MCP

Enables AI agents to install and bootstrap projects using Airlock Smith, a guided spec-building workflow.

muninn-local-mcp

A local-first MCP server providing persistent, project-scoped and global memory for AI agents using ChromaDB and Ollama embeddings, fully offline.

MCP Servers

MCP (模型组合平台) 服务器和服务集合

stormscope

Provides real-time US weather data for AI assistants via MCP, including current conditions, forecasts, alerts, severe weather outlooks, radar, upper-air analysis, and surface analysis. Supports optional personal weather station integration.

jira-mcp

Enables issue search, creation, updates, comments, status transitions, and project listing in Jira, purpose-built for security incident management and SOC workflows.

PVV MCP Server

Enables text-to-speech synthesis using VOICEVOX Web API with customizable speaker selection. Features a specialized tool for generating speech as Asuka Langley from Evangelion and provides access to available speaker lists.

workspace-agent-relay-mcp

A local relay and dashboard that enables ChatGPT Workspace Agents to stream real-time updates—plan, progress, tool calls, and results—back to the user's machine via MCP and SSE.

Awesome-MCP-Scaffold

A production-ready development scaffold for MCP servers, optimized for Cursor IDE with built-in tools, resources, and prompts that enables quick development of Model Context Protocol servers with 5-minute startup and 10-minute development capabilities.

CFO Cadastro MCP Server

Read-only MCP server for querying Brazilian Federal Council of Dentistry (CFO) registration data via a hosted API, requiring prepaid credits and supporting MCP-over-HTTP clients.

image-delta-mcp

Enables comparing container image versions to see package and CVE changes, including shedding/introductions, and comparing Chainguard images to upstream.