发现优秀的 MCP 服务器

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.

AI Knowledge Center MCP

Local-first MCP server that provides project context, verification gates, and structured tools for coding agents to discover knowledge, run diagnostics, and execute allowlisted commands within a repository.

youfirst-mcp

MCP server enabling remote connections with Google OAuth authentication, allowing tools to be used via SSE with OAuth flow.

aerostack-registry

Search and discover 100+ hosted MCP servers on Cloudflare's edge with semantic search. Browse tools, get full parameter schemas,and execute functions — one URL, no auth needed for discovery. Includes Slack, Stripe, GitHub, AWS, Discord, Salesforce, and 90+ more.

MCP-RB

一个轻量级的 Ruby 框架，用于构建 MCP 服务器，具有类似 Sinatra 的 DSL。

repocritics-mcp-server

Provides read access to community-written summaries, scores, and reviews of open-source repositories via the RepoCritics corpus. Enables search and retrieval of wiki pages, reviews, metadata, and AI reports for repositories.

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.

Stock MCP Server

Provides real-time market data for A-shares, Hong Kong, and US stocks using the Tencent Finance API. It enables users to manage stock positions and watchlists through an AI assistant.

Yahoo Finance MCP Server

A lightweight MCP server for accessing Yahoo Finance data, providing stock prices, history, company information, and financial statements.

MCP Server for Bun and Elysia

用于 Bun 和 Elysia 的模型上下文协议 (MCP) 服务器

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.

myvideogift-mcp

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

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.

google-ads-mcp

MCP server that provides tools and resources for interacting with Google Ads API, enabling search, metadata retrieval, and account management through natural language.

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!

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

MCP Advisor

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

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。

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.

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.

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.

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.

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.

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.

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.