发现优秀的 MCP 服务器

strand-router

Enables AI agents to branch, score, prune, and merge conversation strands with provenance and timeline export. Provides MCP tools and resources for managing parallel exploratory strands.

MCP Google Vertex AI Server

Enables AI image and video generation using Google Vertex AI's Imagen and Veo models, with support for configurable parameters and local storage.

Blog-MCP

Provides MCP tools to interact with Dev.to, enabling searching, browsing, and publishing articles through natural language.

Brale API MCP Server

A Model Context Protocol server that provides a secure wrapper around the Brale API, enabling AI assistants to perform stablecoin issuance, transfers, account management, and other financial operations.

MCP Template

一个使用 loopwork-ai 的 mcp-swift-sdk 用 Swift 编写的极简 MCP 服务器实现。

loupe-mcp

Turns product feedback pinned to a live UI into an actionable backlog for Claude Code — list comments, open one with its target element's HTML, computed styles and screenshot, and update its status.

mcp-googleplay-reviews

Enables reading and replying to Google Play Store reviews using the Android Publisher API, with no extra functionality to limit security risk.

BrainBox

Hebbian memory system for AI coding agents that learns file associations, error-fix patterns, and tool sequences, enabling instant recall of related context to save tokens.

Recapfy MCP

Exposes Recapfy's paid endpoints as MCP tools to ask questions about YouTube videos and fetch full transcripts, with automatic USDC payment on Solana per call.

Spec-Tools-MCP

Centralized MCP server for spec-driven AI agent workflows, enabling isolated feature management, task tracking, and implementation with handoff and archiving capabilities across multiple projects and developers.

mcp-airq-cloud

MCP server for the air-Q Cloud API, enabling remote retrieval of air quality sensor data and historical analysis through read-only tools like listing devices, fetching readings, and exporting charts or data.

chrome-bridge

Provides a direct bridge between Claude and an authenticated Chrome session, enabling fetch requests with session cookies and JavaScript execution within live web pages.

github-commits-mcp

Enables querying today's GitHub commits, performing local git operations (status, diff, add, commit, push), and creating GitHub issues through natural language.

Atlas MCP Server

Enables AI agents and users to manage workspace files, monitor system metrics, take persistent notes, and retrieve weather data via MCP tools and resources.

intelligence-api

MCP server that wraps Shopify, Amazon, and Google Maps intelligence tools. AI agents pay autonomously in USDC on Base via x402 — no API keys or accounts needed.

pgmcp

Enables safe, read-only querying of PostgreSQL databases with defense-in-depth protections including single-statement SELECT guard, row caps, and per-identity audit logging.

MCP-DOE-PI

Allows querying the Diário Oficial do Estado do Piauí (DOE-PI) in natural language: list editions, search content, and read full texts without downloading PDFs.

leguy-mcp-cloudflare

An MCP server deployed on Cloudflare Workers that provides access to Uruguayan legislation from the official IMPO database. It enables users to search for legal norms, retrieve full texts, and query specific articles from laws, decrees, and the constitution.

Stock Price MCP Server

Provides real-time stock price information from Yahoo Finance API for global markets with multi-currency support, market state tracking, and no rate limits.

agentic-sdlc-mcp

Enables AI coding agents to orchestrate the full software development lifecycle on GitHub, including planning, issue creation, code review, security triage, and release readiness checks.

PoomSchool MCP Server

Helps parents of multicultural or North Korean background primary school children translate and understand school notices, converting them into actionable tasks like preparing items and meeting deadlines.

FastMCP OpenAPI

Dynamically generates MCP tools from OpenAPI specifications, enabling AI assistants to interact with any REST API through natural language. Supports multiple APIs with authentication, parameter validation, and integration with Claude Desktop and LangChain.

email-mcp

MCP server for email + calendar via classic Outlook on Windows (COM automation). No Azure app registration, no OAuth — it just drives the Outlook desktop client you're already signed into.

GotFreeFax MCP Server

Enables AI agents to send free and paid faxes to US and Canada numbers, check fax status, and purchase prepaid credits, all without leaving the chat.

PicoScope MCP Server

Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal acquisition, measurement, and analysis. Supports device management, data capture, triggering, and signal generation through natural language commands.

verimcp

A transparent MCP proxy that independently re-verifies tool-call claims instead of trusting them, paired with devmcp — the git/CI server it's proven against.

GoSQLX

7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Supports 6 SQL dialects with 1.25M+ ops/sec.

Sidvy MCP Server

Provides AI tools with full access to the Sidvy note-taking API, enabling management of notes, todos, groups, and workspaces with search, filtering, and real-time synchronization capabilities.

swift-patterns-mcp

An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.

libvirt-mcp-server

Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol.