发现优秀的 MCP 服务器

SiteVitals

Monitor website health, uptime, SEO, security and performance via your AI assistant.

@cowork/mcp-server

Adds trust, handoffs, and accountability to any AI agent via 14 MCP tools implementing the COWORK Protocol.

Indian Movies MCP Agent

Provides Indian movie recommendations within Claude Desktop, allowing users to filter by genre, language, rating, and year, search for specific films, or discover random recommendations from Bollywood and regional cinema.

upilot

Unity Editor automation bridge for AI agents and MCP clients, enabling inspection, control, and diagnostics of the Editor.

Piazza MCP Server

Enables interaction with Piazza to fetch posts and course information directly through Claude. Users can list configured courses and retrieve recent posts from specific classes via natural language commands.

Grok Build Bridge

An MCP server that wraps the local Grok Build CLI, enabling Codex to delegate code reviews, bounded coding tasks, and setup diagnostics to Grok for a second opinion or parallel processing.

docgen-mcp

MCP server for generating Word documents and Google Docs with structured formatting, templates, and rich text.

AWS CLI MCP Server

一个 MCP 服务器，使 Claude 能够生成和执行 AWS CLI 命令，从而允许用户通过自然语言对话来管理 AWS 资源。

Instagram MCP Server

An MCP server that integrates with Instagram's Graph API to enable AI-driven management of Instagram Business accounts. It provides tools for fetching profile data, publishing media, analyzing engagement metrics, and managing direct messages.

steam-mcp

Connects Claude to your Steam library via the Steam Web API. Query your games, playtime, recently played history, and store metadata using natural language. Zero-config install via npx steam-mcp.

lattice-mcp

Enables processing documents larger than LLM context windows using symbolic commands in Nucleus DSL, executed by the Lattice engine, without chunking or vector databases.

ssh-bridge-mcp

An MCP server that enables LLMs to operate on remote Linux machines via SSH, providing tools for running commands, file transfer, and background process management while keeping credentials hidden.

VisiData MCP Server

Provides access to VisiData functionality for data analysis, visualization, and transformation across multiple formats. Supports advanced features like correlation heatmaps, skills analysis, salary benchmarking, and statistical distribution plots.

GAM MCP Server

Enables AI assistants to perform Google Workspace administrative actions via GAM7, managing users, groups, calendar, Drive, and more.

All-Search MCP Server

An MCP server that enables web search and document retrieval capabilities through Tavily API and LangConnect vector database, supporting AI agents in gathering information for comprehensive report generation.

MCP Solana Internet: Direct SOL Payments for Content Access

基于 Solana 的微支付服务器，使用 MCP。💰 通过 Flask API 促进直接 SOL 转账，以实现资源访问控制。🔑 返回 solana-action: URIs 用于未签名交易，并在链上进行验证。✅ 包括强大的交易检查、资源定价和基本访问管理。🧪

Metatron

Metatron is a self-hosted system that captures a codebase's real implementation decisions — preferred patterns, rejected approaches, edge cases, internal conventions — as structured priors, and serves them to coding agents over MCP

2CaptchaMCP

Integrates with 2Captcha to solve various CAPTCHA types (image, reCAPTCHA, hCaptcha, etc.) for AI agents via MCP.

memories-ai-mcp

Enables Claude Desktop to upload, transcribe, search, summarize, and chat with video content from TikTok, YouTube, and Instagram using the Memories.ai API.

@testmaze/mcp

Connects MCP-compatible coding agents to a hosted Test Maze instance for verifying test scenarios via a stdio-to-HTTP proxy.

anchor-debug

Provides structured access to Solana Anchor error data, enabling AI coding agents to parse logs, debug transactions, and look up error codes.

@itunified.io/mcp-oracle-ol

MCP server for Oracle Linux OS operations, providing tools for package management, kernel, storage, network, and security tasks via dbxcli.

Anchor

a self-hostable Java/Spring Boot service for source-grounded chunk validation and three-agent deliberation (proposer / critic restricted to macro view / synthesiser). Differentiator vs the existing entries: lets you analyse and audit papers you've ingested rather than just searching external sources. Apache 2.0, BYO OpenAI-compatible LLM.

GitLab MCP Server

Enables AI models to interact with GitLab instances for branch management and merge request operations via the Model Context Protocol.

DIMO MCP Server

Enables AI assistants to access vehicle data from the DIMO Network, including querying telemetry, executing vehicle commands (lock/unlock, charging), decoding VINs, minting vehicle NFTs, and creating verifiable credentials.

Source Map Parser MCP Server

能够将 JavaScript 错误堆栈跟踪映射回原始源代码，提取上下文信息以帮助开发人员定位和修复问题。

mcp-server-requests

镜子 (jìng zi)

AETHER_02

AETHER_02 is an MCP server written in Rust that gives AI assistants full control over Linux via standard input/output.

Redmine MCP Server

A read-only MCP server for querying Redmine issue data via the Redmine REST API, designed for seamless integration with AI assistants.

Modelmeter

Enables AI agents to query model pricing, deprecations, and cost estimates via a machine-readable changelog of the AI stack.