发现优秀的 MCP 服务器

Codebase Contextifier 9000

Enables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.

TTS-MCP

一个模型上下文协议（Model Context Protocol，MCP）服务器，集成了高质量的文本转语音（Text-to-Speech，TTS）功能，可与 Claude Desktop 和其他 MCP 兼容的客户端配合使用，支持多种语音选项和音频格式。

GitLab MCP Server

一个模型上下文协议服务器，可以通过自然语言与 GitLab 账户交互，从而管理代码仓库、合并请求、代码审查和 CI/CD 管道。

MCP Server

A remote Model Context Protocol server that enables AI assistants to interact with external services through standardized JSON-RPC, providing tools for basic operations and conversation archiving.

MCP Windows Website Downloader Server

这个服务器允许用户下载整个网站及其资源以供离线访问，并支持可配置的深度和并发设置。

Poker Task Management MCP

Enables AI assistants to manage tasks through YAML-based storage with subtask suggestions, status updates, and Mermaid Gantt chart generation. Supports hierarchical task structures with attributes like dependencies, milestones, and parallel execution.

POEditor MCP Server

Enables interaction with POEditor's translation management API to create terms, add translations, and manage multilingual content. Supports operations like adding translations, updating existing ones, and listing terms and languages for translation projects.

GitLab MCP Server

A TypeScript MCP server that provides integration with GitLab's REST API, allowing users to interact with GitLab projects, issues, merge requests, pipelines, and more through natural language.

zettelkasten-mcp

Implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

Math MCP Server

Enables basic arithmetic operations (addition, subtraction, multiplication, division) with 64-bit precision and matrix multiplication capabilities. Provides mathematical computation tools for AI assistants through the Model Context Protocol.

VS Code Debugger MCP Server

A bridge that enables AI assistants to connect to VS Code's debugger, allowing them to interact with and control debugging sessions through websocket connections.

Backlog MCP Server

一个 MCP 服务器，连接到 Backlog API，提供通过自然语言命令搜索、检索和更新 issue 的功能。

Roam Research MCP Server

A Model Context Protocol server that enables Claude Desktop to read from and write to Roam Research graphs, allowing for retrieving page content, finding references, and adding blocks to existing or daily pages.

awesome-ads-mcp-servers

Awesome AdsMCP 服务器 - 通过 Anthropic 的模型上下文协议标准化广告 API。

Snowflake MCP Server

镜子 (jìng zi)

MCP Google Play Store Server

Integrates Google Play Store management tools with AI assistants to handle app listings, releases, and user reviews. It enables users to manage Play Console tasks like updating store information and retrieving performance statistics through natural language.

MCP Template

A generic template for developing MCP servers with basic examples including echo tool, server info resource, and greeting prompt. Provides a starting point for building custom MCP servers with Bun.

AnyCrawl MCP Server

Enables web scraping and crawling capabilities for LLM clients, supporting single-page scraping, multi-page website crawling, and web search with multiple engines (Playwright, Cheerio, Puppeteer) and flexible output formats including markdown, HTML, text, and screenshots.

GetUTC MCP Server

Provides accurate UTC time by aggregating and verifying data from multiple reliable sources like WorldClockAPI, Google, and GitHub. It enables users to retrieve time in various formats including ISO, Unix timestamps, and human-readable strings with automatic source fallback for reliability.

Confluence MCP Server by CData

Confluence MCP Server by CData

MCP Server Mermaid

MCP Server Mermaid

BYOB MCP Server

Enables AI agents to dynamically discover and invoke containerized tools that can be registered at runtime without redeployment. Built on Cloudflare Workers with scale-to-zero containers for secure, isolated tool execution.

OrdiscanMCP

An HTTP server implementation that provides direct access to the Ordiscan API with 29 integrated tools for Bitcoin ordinals, inscriptions, runes, BRC-20 tokens, and rare sat data.

Rendi MCP Server

Enables cloud-based FFmpeg video and audio processing through the Rendi API, allowing AI assistants to convert, edit, and manipulate media files without local FFmpeg installation.

arXiv MCP Server

Enables searching, downloading, and managing academic papers from arXiv.org through natural language interactions. Provides tools for paper discovery, PDF downloads, and local paper collection management.

Adjust MCP

一个 MCP 服务器，可以与 Adjust API 交互，允许你使用来自任何 MCP 客户端（如 Cursor 或 Claude Desktop）的自然语言查询移动分析报告、指标和性能数据。

actors-mcp-server

Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

Composer Package README MCP Server

Enables AI assistants to fetch README content, package metadata, dependencies, and search Composer/PHP packages from Packagist with smart caching and GitHub integration.