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MCP 工具与服务目录

找到适合你的 MCP Server,快速完成接入

按功能、传输方式和来源整理 MCP Server,提供安装命令、配置方式、仓库与文档入口,方便你快速比较并接入合适的服务。

正式条目
87,637
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最近生成
2026-05-22

Enables music management through search, playlist creation, and intelligent recommendations. Supports searching by song, artist, or album, creating and managing playlists, and getting music recommendations based on genre and mood.

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Enables Claude Desktop to search and query personal document collections (PDF, Word, Markdown, text) using semantic search and conversational AI with full context preservation across exchanges.

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全面解析MCP Web SearchMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,MCP Web Search能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。

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An MCP server that enables LLMs to pull-based search through Clawket's RAG repository for exploratory and conditional queries. It provides read-only access to search artifacts, tasks, and decisions via HTTP API.

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全面解析Cloudscape Docs MCPMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,Cloudscape Docs MCP能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。

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安装状态
已补齐

命令预览

pip install -e .

Cloudsway Smartsearch

@cloudsway-ai/smartsearch

An MCP server integrating the remote Cloudsway Smart Search API, providing web search functionality.

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安装状态
已补齐

命令预览

SERVER_KEY={SERVER_KEY} npx -y @cloudsway-ai/smartsearch {"SERVER_KEY":"YOUR_API_KEY_HERE"}

An MCP server for searching Chinese academic papers and core journal information across multiple free platforms like Baidu Scholar and the National Center for Philosophy and Social Sciences. It enables users to retrieve metadata for social science and STEM research papers without requiring API keys.

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全面解析MCP MeilisearchMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,MCP Meilisearch能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。

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Enables natural language search for cocktail recipes and ingredient information through TheCocktailDB API. Supports searching by cocktail name, ingredient, category, or alcohol content to discover recipes and recommendations.

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全面解析Coco AiMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,Coco Ai能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。

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A high-performance MCP server providing lightning-fast hybrid code search using TF-IDF and vector embeddings for AI assistants. It enables real-time codebase indexing and semantic retrieval with sub-50ms latency and offline support.

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AI modifies a function but misses 5 callers that also need updating. crag fixes this — it builds precise call graphs via static analysis, so AI knows exactly what's affected before making changes.

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Save tokens while coding — your AI agent gets structured code context, not file dumps. CodeWeave is an MCP server that gives AI agents structured code intelligence instead of dumping entire files into context. Your agent queries local indexes — AST, call graph, type graph, and hybrid semantic search — and gets back only what it needs. The result: less token waste, more relevant context, better coding decisions. It supports 7 languages (Python, TypeScript, JavaScript, Go, Rust, Java, C#) with a 6-stage hybrid search pipeline combining vector embeddings, full-text search, and structural density scoring. Everything runs locally with zero external dependencies beyond Ollama for embeddings. Monorepo and git worktree support included. A file watcher keeps indexes current as code changes — no manual reindexing needed. ATTENTION: Run "npx @codeweave/mcp" in your project directory first. The setup wizard handles everything for you. At first, it may take some time. INFO: Exhaustively tested on large Java, C#, JavaScript, TypeScript, React codebases. Contributions and feedback are welcome.

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命令预览

codeweave-server [object Object]

Persistent cloud memory for Ai coding assistants. 33 MCP tools, 85% accuracy on LoCoMo benchmark. Semantic search,

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安装状态
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命令预览

npx -y smithery mcp add hifriendbot/cogmemai

全面解析Coles Woolworths MCP ServerMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,Coles Woolworths MCP Server能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。

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安装状态
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命令预览

pip install fastmcp requests python-dotenv

Enables teams to create a shared knowledge base where members can store, search, and validate information collectively. Provides semantic search across team memories with granular permissions and collaborative verification features.

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