发现优秀的 MCP 服务器

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.

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.

hw_rag_mcp

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

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.

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.

AgentBrowser

A semantic browser runtime for AI agents that replaces raw HTML with structured data and dynamic, page-specific tools. It features built-in site memory and automated bot detection bypass to enable efficient, self-healing web automation.

@gapup/mcp-knowledge

Provides access to 9 AI executives offering board-ready business intelligence, competitor analysis, trend monitoring, and more via agent-payable endpoints.

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.

Apache Doris MCP Server

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

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.

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.

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.

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.

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.

AI-OdooFinder

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

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.

zaytsv-bot-graph-mcp

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

AWS Athena Cost MCP Server

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

ServalSheets

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

EasyAirClaim MCP Server

This MCP server provides tools for developers to query, create, and manage test data for the EasyAirClaim application, including customers and flight delay claims. It is intended for development and testing only, with full database access and no authentication.

scrcpy-mcp

MCP server that gives AI agents full vision and control over Android devices via ADB and scrcpy. Supports screenshots, input, apps, UI automation, shell, files, and clipboard.

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.

DevDocs MCP Server

Provides AI models with direct access to documentation for over 600 technologies from DevDocs.io, including popular languages, frameworks, and tools. It enables comprehensive searching, content retrieval, and offline access via an intelligent local caching system.

Withings MCP Server

Enables access to Withings Health API data including body measurements, activity tracking, sleep analysis, workouts, and heart rate monitoring through OAuth2 authentication.

unbiased

Reads your GitHub profile and provides developer context (stack, projects, experience) to MCP clients like Claude and Cursor via a single URL.

Linkd MCP Server

An unofficial Model Context Protocol server that enables programmatic access to LinkedIn data through tools like user search, company search, profile enrichment, and contact retrieval.

Cursor Agent MCP

A fast, hardened MCP server that lets any MCP host drive the Cursor Agent CLI for heavy repo-aware tasks like search, analysis, planning, and edits, keeping host context small and token costs low.