发现优秀的 MCP 服务器

devcontainer-mcp

45+ first-class, OS and backend specific MCP tools that let AI coding agents create, manage, read, edit, and write files inside dev containers, keeping your machine clean and your environment reproducible and deploy-friendly. Use local Docker, GitHub Codespaces, Azure, AWS, Google Cloud or Kubernetes seamlessly!

Sidearm MCP Server

Enables AI agents to protect media from AI training and detect AI-generated content using the Sidearm REST API. It provides tools for running protection algorithms, identifying copyright infringement, and managing digital media assets.

fotmob-mcp

Enables access to live FotMob football data for fixture lookup, team and player research, match details, lineups, league discovery, and search-based entity lookup.

Vimeo MCP Server

Provides a Multi-Agent Conversation Protocol server for interfacing with the Vimeo API, allowing agents to interact with Vimeo's video platform services through natural language.

google-calendar-mcp

A Model Context Protocol (MCP) server for Google Calendar integration with Claude Desktop. Create, update, delete, and manage calendar events with batch operations and enterprise-grade retry mechanisms.

hardcover-mcp

Enables MCP-compatible AI assistants to search the Hardcover book catalogue and manage personal library data, reading progress, reading statistics, goals, activities, and more through natural language.

tenets

Provides intelligent code context aggregation using NLP-based ranking (BM25, TF-IDF, embeddings) and automatically injects guiding principles (coding standards, architecture rules) into every prompt to maintain consistency across AI conversations.

boot-mcp

一个使用 TypeScript 构建模型上下文协议 (MCP) 应用程序的启动模板

myvideogift-mcp

Create and deliver personalized video gifts (photos + an original song) from any Model Context Protocol client.

Unity MCP Server

一个协议服务器，连接人工智能助手和Unity项目，使它们能够通过专门的工具分析代码、解析场景、生成脚本以及执行其他Unity操作。

hatena-blog-mcp

Enables users to fetch, search, and manage Hatena Blog entries and categories via MCP tools, with caching for fast performance.

Medicaid MCP Server

Provides access to Medicaid public data including drug pricing (NADAC), state enrollment trends, federal upper limits, drug rebate information, and utilization statistics through a hybrid CSV caching and DKAN API approach.

tableau-mcp-eas-auth

An experimental fork of tableau-mcp that adds an EAS (external authorization server) authentication mode, enabling per-user embedding and REST sign-in with RS256-signed JWTs for Tableau Cloud.

req-refine MCP server

ReqRefine 是一个 MCP 服务器，它通过策略性提问来增强需求收集。它引导用户揭示全面的需求，发现隐含的需求，并将对话转化为结构化的规范。

airtable-mcp-server

一个模型上下文协议服务器，提供对 Airtable 数据库的读写访问权限。该服务器使大型语言模型 (LLM) 能够检查数据库模式，然后读取和写入记录。

MCP Advisor

A discovery and recommendation service that helps AI assistants find Model Context Protocol servers based on natural language queries.

MCP SSDLC Security Toolkit

Automates 85-95% of the Secure Software Development Lifecycle (SSDLC) planning phase through multi-role AI orchestration, enabling business analysis, threat modeling, test strategy design, and security code review.

Memstate MCP

Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.

GoodMemory

Local-first, auditable memory for Codex, Claude Code, and MCP clients. It stores scoped user/project memory in SQLite or Postgres, serves read-only recall and inspection tools by default, and supports opt-in governed writeback with review and forget controls.

Sharpwave

An MCP server providing long-term memory for AI agents with forgetting curves, consolidation, and graph-based retrieval.

stooq-mcp

A Model Context Protocol (MCP) server written in Rust that fetches stock price data from stooq.com.

VSCode Automation MCP

Enables AI agents to programmatically control and automate VSCode by interacting with its UI, executing commands, and inspecting the DOM structure. It supports advanced workflows like UI testing, extension development, and debugging through a standalone VSCode instance.

PetSmart MCP Server

Enables AI assistants to search for pet products, manage shopping carts, and book grooming or training services directly through PetSmart's website. It also facilitates finding nearby store locations and accessing detailed product specifications.

Tacitus MCP Server

Turns a folder of Markdown notes into an agent-native knowledge base, providing long-term memory with provenance, token-budgeted retrieval, and safe write-back with versioning.

Wix Bookings MCP Server

Enables managing Wix Bookings courses and searching participants through the Wix Bookings API with tools to list services, list formations with participants, get formation participants, and search bookings by name, email, or phone.

Apple Dev MCP Server

Provides AI assistants with access to Apple's Human Interface Guidelines and technical API documentation across all Apple platforms (iOS, macOS, watchOS, tvOS, visionOS), enabling unified search of design principles and implementation details.

agent-platform-api

MCP server for the Agent Platform API, enabling management of sandbox environments through MCP protocol. Exposes tools to interact with sandbox lifecycle operations such as start, stop, and status checks.

Atlassian Goals MCP Server

A Model Context Protocol (MCP) server for the Atlassian Goals API. Enables AI assistants like Claude to query, search, and update Atlassian Goals and Projects.