发现优秀的 MCP 服务器

Lens Protocol MCP Server

Enables AI tools to interact with the Lens Protocol decentralized social network ecosystem. Supports fetching profiles, posts, followers, searching content, and accessing social graph data through standardized MCP interfaces.

labbench

Enables Claude Code to browse coursework, manage user workspaces, run sandboxed tests, post hints, and assign new projects in LabBench.

Corporate Apology MCP

Generates corporate apology statements with customizable sincerity levels (performative, genuine, or defensive) for specific offenses.

Shadcn UI MCP Server

A Model Control Protocol server that allows users to discover, install, and manage Shadcn UI components and blocks through natural language interactions in compatible AI tools.

MCP Airtable Server

Provides tools for AI assistants to interact with Airtable databases, enabling CRUD operations on Airtable bases and tables.

Unconventional-thinking MCP server

这是一个 MCP 服务器，它实现了一个非理性思维系统。它可以帮助产生非常规的解决方案：产生挑战传统智慧的非理性想法，并在不同的方向上创建思维分支。

io.github.cdeust/prd-spec-generator

Generates structured, validated PRDs from feature descriptions via a staged reducer pipeline. Provides MCP tools for pipeline control, section/document validation, context budgeting, and failure-to-retrieval mapping.

EnrichMCP

Turns your data model into a semantic layer for AI agents, automatically generating typed, discoverable tools with entity relationships and schema discovery.

media-mcp

Enables users to manage Sonarr and Radarr instances through natural language, allowing search, addition, deletion, and monitoring of TV series and movies.

BASH-CMS

Enables governed LinkedIn company-page publishing from a VS Code extension's MCP server, with read-only tools for account info, post preview, and a draft tool for creating pending posts, plus an optional publish tool that is off by default and requires explicit confirmation.

FRED Macroeconomic Data MCP Server

通过 Claude 和其他 LLM 客户端提供对联邦储备经济数据 (FRED) 的访问，使用户能够搜索、检索和可视化 GDP、就业和通货膨胀数据等经济指标。

Assets Generation MCP Server

An MCP server for AI image generation with dual-provider support for OpenAI-compatible models and Google Gemini. It returns standard MCP ImageContent blocks.

GSAP MCP Server

Generate GSAP animation code through natural language descriptions and integrate with Claude Desktop for easy animation development.

mcp-order-management-rbac

MCP server that enforces role-based access control for order management, allowing users to view, refund, or delete orders based on their role (USER, MANAGER, ADMIN) with a JWT-authenticated FastAPI frontend.

Highway MCP

Enables any MCP host to drive durable, always-on agents that run server-side on the Highway Workflow Engine via three tools: run_goal, get_status, and approve.

AutoMac MCP

An experimental MCP server providing full control over the macOS user interface through mouse, keyboard, and window management tools. It enables AI assistants to automate desktop tasks by utilizing native accessibility APIs and OCR for real-time screen comprehension.

Parallel Search MCP

An MCP server that brings Parallel web search and URL extraction to Codex and other Model Context Protocol clients.

Azure SQL MCP

Enables Azure SQL Database performance and administration through typed execution, query benchmarking, and managed DBA operations.

Vector Decisions MCP Server

Provides AI governance and action-assurance primitives, enabling trust scoring, policy-based allow/deny decisions, risk assessment, EU AI Act compliance checks, and an emergency kill-switch for autonomous agents.

trigsight

Enables verification of portfolio claims by resolving citations to exact supporting sentences at build time, providing read-only tools to list work, find evidence, check stack mentions, and read case studies while failing the build on any unverifiable claim.

weather-mcp-server-py

Enables AI assistants to query current weather for specified cities via MCP.

Rakit UI AI

Enables AI assistants to present multiple UI component designs in a browser for visual selection, with AI-powered design generation using MiniMax-M2.1 from natural language prompts or manual HTML input.

MCP Inbox for Cloudflare

A stateless email inbox on Cloudflare with MCP tools that let agents list, read, claim, complete, and reply to messages.

arcgis-linncounty

Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zoning) through ArcGIS services, with tools to search datasets, query layers, and retrieve schema info.

django-mcp-inspector

Exposes Django runtime information (settings, apps, URLs, models, migrations) as MCP resources for AI agents to inspect a live Django project without static analysis.

MCP Analytics Middleware

一个轻量级的 TypeScript 中间件，用于 MCP SDK 服务器，可提供分析功能。它以最小的开销捕获请求指标、性能数据和使用模式。 具有实时监控、可配置的数据收集和详细的报告功能 - 所有这些都具有完整的类型安全性。

code-context-storage-mcp

Provides a local SQLite-backed code context knowledge base with MCP tools for storing and querying code facts, call graphs, semantic info, evidence, and business mappings, plus versioned snapshot publishing and incremental sync.

mcp-server-template

A production-ready FastMCP server template supporting local development with stdio and secure web deployment with HTTPS and OAuth.

@reachpad/mcp

Provides MCP tools to create, run commands in, checkpoint, and delete durable cloud environments, giving coding agents persistent state between calls.