发现优秀的 MCP 服务器

MoSPI MCP Server

Provides AI-ready access to Indian government statistics through MCP, enabling natural language queries for economic, demographic, and social indicators.

mcpo_docker_use

一个用于 mcpo 的 Docker 镜像示例（预装 npm、curl、nodejs、uv；预构建 MCP：amap、baidumap、server-brave-search、tavily、fetch），mcpo 是一个将 MCP（模型上下文协议）服务器暴露为与 OpenAPI 兼容的 HTTP 端点，供 OpenWebUI 使用的工具。

PDF Inspector MCP Server

Inspects local PDF files, extracting text, counting pages, and performing OCR on scanned PDFs using standard libraries.

Apache Doris MCP Server

An MCP server that enables users to interact with Apache Doris databases through natural language, supporting query and management operations.

News Crawler MCP Server

Enables crawling news articles by category (politics, economy, society, etc.) and generates blog-ready markdown summaries. Provides MCP tools for listing categories, crawling news, getting article details, and saving to files.

hw_rag_mcp

MCP server that indexes a knowledge base into Chroma and provides search tools for retrieving document fragments via vector embeddings.

onenote-mcp

An MCP server that lets you talk to your OneNote notebooks, enabling search, reading, creating, and managing pages, sections, and notebooks via natural language. It connects directly to Microsoft Graph from your own computer, so your notes and credentials never leave your machine.

tw-almanac

Provides daily Taiwanese almanac (黃曆) information including auspicious/inauspicious activities, solar terms, zodiac clashes, and searches for auspicious dates for events like weddings.

gmail-sorter

Enables sorting and managing Gmail messages using multi-agent Claude Code. Provides MCP tools for Gmail operations like listing unread emails and creating labels.

Fitness MCP Server

An MCP server that provides an interface to Google's Fitness API, enabling interaction with fitness data through natural language using the Multi-Agent Conversation Protocol.

KB Platform MCP Server

Enables governed, audit-traced AI access to a curated knowledge base through the Model Context Protocol, with OAuth 2.1 authentication and policy enforcement for secure, compliant queries.

Yahoo Finance MCP Server

A Model Context Protocol server providing comprehensive financial data from Yahoo Finance, allowing users to retrieve detailed stock information, financial statements, options data, and market news.

Wuniq

Local-first structured project memory for AI coding agents. Keeps decisions, constraints, intent, and human reasoning in readable sidecars beside project files; requires the free Wuniq desktop app.

stellar-copilot-mcp

MCP server for Stellar that enables AI assistants to explain account holdings, diagnose transaction failures, and describe Soroban contracts in plain language, with optional payment proposal flow.

Upstox MCP Server

A MCP server exposing Upstox market, technical, and account data as MCP tools for AI agents.

Hyperliquid MCP Server

Enables Claude Desktop to interact with Hyperliquid DEX for trading perpetual futures using natural language, supporting 27 tools across trading, account management, market data analysis, and real-time WebSocket subscriptions.

SEO Thermostat MCP

Enables analyzing SEO page performance using data from Google Search Console, Google Analytics, and PostHog to identify weak CTR, decaying rankings, and other issues, providing actionable recommendations.

modal-workspace-mcp

A remote MCP bridge that lets MCP clients use Modal sandboxes for Linux execution, dependency installation, Git operations, GPU jobs, and invoking deployed Modal Functions.

Tesouro Direto MCP Server

Enables natural language access to Brazilian treasury bond data through the Tesouro Direto API. Query market data, bond details, and search bonds by type, maturity, and other criteria.

AI-OdooFinder

Enables LLMs to search Odoo modules in OCA repositories using hybrid search (semantic + full-text) for finding the perfect module quickly.

google-cli-mcp

An MCP server that exposes 17 Google Workspace APIs (e.g., Gmail, Drive, Calendar) as auto-generated tools for AI assistants, enabling natural language control of Google services.

AWS Athena Cost MCP Server

Analyzes AWS Athena query costs by comparing baseline vs spike periods, querying PostgreSQL, and extracting patterns from expensive queries.

semblekit

MCP server for the Semble practice-management API, enabling AI agents to search for patients, contacts, and users, as well as retrieve patient relationships via read-only tools.

zaytsv-bot-graph-mcp

MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabling graph creation, validation, and publication via API.

PDF Manipulation MCP Server

Enables PDF manipulation including text, images, annotations, form fields, page operations, and metadata through natural language.

fifa-public-api-mcp

Enables querying FIFA competitions, fixtures, results, and live match data through the FIFA Public API without authentication.

mcp-server-agent-comm

Enables multi-agent communication between AI agents via MCP tools with real-time message routing, admin control, and dual-language support.

ServalSheets

Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety rails, and enterprise features for spreadsheet automation and data analysis.

MCP ShortURL

An MCP server that enables users to shorten long URLs into permanent, shareable links using the AceDataCloud API. It supports both single and batch URL shortening directly within MCP-compatible clients like Claude and VS Code.