发现优秀的 MCP 服务器

mcp-docs

一个简单的 MCP 服务器，用于提供 AI 应用的文档。 (Yī gè jiǎndān de MCP fúwùqì, yòng yú tígōng AI yìngyòng de wéndàng.)

Train in Silence

Enables users to describe their LLM fine-tuning job once and get the cheapest, fastest, and most balanced GPU options across a dozen cloud providers in seconds.

Arm MCP Server

Provides AI assistants with tools for Arm architecture development, migration, and optimization, including knowledge base search, code migration analysis, container inspection, assembly performance analysis, and workload performance testing.

Prefeitura PR Francisco Beltrão: Certidão Negativa de Débitos MCP Server

Enables consulting official negative debt certificates from the Prefeitura of Francisco Beltrão, Paraná, through a hosted MCP server with pay-per-use credits and read-only access.

threatlocker-mcp

An MCP server that connects AI assistants to the ThreatLocker Portal API with 44 tools for managing computers, approvals, action logs, tags, maintenance mode, and more across single-org and multi-tenant setups.

br8n

MCP server that captures and resumes coding context, saving snapshots of branch, open files, diff, and the user's hypothesis, with searchable journal and gap-filling exploration.

Dev Advisor MCP Server

Analyzes JavaScript/TypeScript projects for code modernization opportunities, checks browser compatibility via Can I Use, searches MDN documentation, and recommends modern Web API alternatives to reduce bundle size and improve performance.

mcp-solid-pod

MCP server for reading, searching, and optionally writing data in Solid Pods via LDP/RDF with headless client-credentials authentication.

mcp-luopan

Provides tools for Bazi (Chinese astrology) chart calculation and analysis, enabling LLMs to generate accurate birth charts, determine patterns, and answer follow-up questions based on actual calculations rather than model knowledge.

CSS MCP Server

Provides up-to-date CSS documentation and browser compatibility data from MDN through natural language queries. Features intelligent caching and supports all CSS properties, selectors, functions, and concepts with automatic normalization.

sa2web-mcp

Exposes a remote browser as MCP tools via Playwright, enabling AI agents to navigate and interact with web pages through DOM snapshots, clicks, typing, and form operations.

codebase-memory

MCP server for local codebase memory: semantic indexing, hybrid search, and clean code analysis (static + LLM) with retrievable project notes, designed to run fully local on modest hardware.

my-mcp-server

Exposes Aniket Charjan's resume as a queryable API for AI assistants, implementing MCP tools, resources, and prompts for detailed resume queries.

MCP Gateway

A service orchestration layer for the Model Context Protocol. Manages multiple MCP services through a single unified interface — spawn, supervise, and route tool calls across all your services.

medical-hospital-mcp-server

Enables hospital search and detail lookup to discover medical institutions and verify campuses, departments, contacts, introductions, and operating entities.

simple-reddit-mcp

A read-only Reddit MCP server that fetches threads, comments, and subreddits from the Arctic Shift archive over HTTP, requiring no Reddit account or API key.

ONS Baby Names API MCP Server

MCP server that provides England & Wales baby names data from the ONS birth registration dataset, enabling queries about top names, popularity trends, and geographic breakdowns via natural language.

Workspace ONE UEM MCP Server

Enables AI assistants to interact with VMware Workspace ONE UEM environments for device management, user administration, and system operations. Provides access to 25+ commonly used UEM APIs with support for OAuth2 authentication and bulk operations.

mcp-firefox

Connects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevTools capabilities (JS evaluation, navigation, screenshots, network capture) as tools for LLMs via MCP.

bespoke-mcp

Enables an LLM to drive a live Bespoke Synth, including module graph editing, control modulation, sequencing, playback control, and audio analysis feedback with visualizations.

mcp-expense-tracker

Enables tracking personal expenses by adding, listing, deleting, and summarizing expenses by day or month, stored locally in a JSON file.

Google Ads MCP Server

This MCP server searches Google's public ads database and uses AI to analyze ad images/videos, with intelligent caching for performance.

AWS MCP Server

Enables Claude Desktop to interact with 57 AWS services using over 200 tools and local machine profiles. It supports multi-profile configurations and features a read-only safe mode by default to manage infrastructure like EC2, S3, and Lambda securely.

p6ai

Provides MCP tools to validate structured construction plan JSON and create projects in Primavera P6 Professional standalone SQLite databases, with automatic backup and rollback.

Claude Book Agent

An MCP server that automates the generation of structured children's books using Claude Desktop.

AI Collaboration MCP Server

Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama) directly from VS Code with automatic project context injection and persistent conversation history. Provides streamlined tools for getting AI advice, multi-provider research, and enhanced context sharing across sessions.

e-Stat MCP

Enables access to Japan's official government statistics portal (e-Stat) API to search, retrieve, and analyze statistical data including census data, economic indicators, and demographic information across 17 statistical fields.

mcp-crypto-monitor

An MCP server that gives AI agents the ability to check crypto wallet balances, track token prices, calculate portfolio value, monitor gas prices, and track the Fear & Greed Index — all with zero external dependencies using free public APIs.

@brightbeamai/chap-coordinator-mcp

Auditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.