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MCP 服务器

发现有价值的 MCP 服务器。

记忆与知识

Memory

modelcontextprotocol

Model Context Protocol Servers

88.1K记忆与知识

Context7 MCP - Up-to-date Docs For Any Cursor Prompt

upstash

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

58.7K记忆与知识

Notion MCP Server

makenotion

Official Notion MCP Server

4.5K记忆与知识

MCP server for Obsidian

MarkusPfundstein

MCP server that interacts with Obsidian via the Obsidian rest API community plugin

4.0K记忆与知识

Basic Memory

basicmachines-co

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

3.4K记忆与知识

Docs MCP Server

arabold

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

1.5K记忆与知识

minutes

silverstein

Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.

1.3K记忆与知识

Memory Bank MCP Server

alioshr

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

913记忆与知识

Notion MCP Server

suekou

A Model Context Protocol server for connecting Notion to MCP-compatible clients

910记忆与知识

Mcp Knowledge Graph

shaneholloman

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

871记忆与知识

Context Portal MCP (ConPort)

GreatScottyMac

Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.

763记忆与知识

Obsidian MCP Server

StevenStavrakis

A simple MCP server for Obsidian

717记忆与知识

Obsidian MCP Server

cyanheads

Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.

618记忆与知识

Ultimate Google Docs & Drive MCP Server

a-bonus

The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.

605记忆与知识

Anytype MCP Server

anyproto

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.

467记忆与知识

Solomd

zhitongblog

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.

425记忆与知识

MCP Apple Notes

RafalWilinski

Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.

401记忆与知识

MemoryMesh

CheMiguel23

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.

348记忆与知识

Rust Docs MCP Server

Govcraft

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

286记忆与知识

RAG Documentation MCP Server

hannesrudolph

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

267记忆与知识

Notion MCP Integration

danhilse

A simple MCP integration that allows Claude to read and manage a personal Notion todo list

208记忆与知识

📓 GistPad MCP

lostintangent

📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists

199记忆与知识

Dash Api Docs Mcp Server

Kapeli

MCP server for Dash, the macOS API documentation browser

167记忆与知识

Zettelkasten MCP Server

entanglr

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

159记忆与知识

Notion MCP Server

awkoy

Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.

159记忆与知识

Semantic Scholar MCP Server

YUZongmin

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

158记忆与知识

Jupyter Notebook MCP Server (for Cursor)

jbeno

Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files

157记忆与知识

🧠 Ultimate MCP Server

Dicklesworthstone

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

154记忆与知识

JupyterMCP - Jupyter Notebook Model Context Protocol Integration

jjsantos01

A Model Context Protocol (MCP) for Jupyter Notebook

130记忆与知识

mcp-local-rag

nkapila6

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

128记忆与知识

mcp-svelte-docs

spences10

🔍 MCP server that lets you search and access Svelte documentation with built-in caching

122记忆与知识

Notion MCP Server

ccabanillas

A Model Context Protocol (MCP) server implementation for Notion integration, providing a standardized interface for interacting with Notion's API.

112记忆与知识

Memory MCP Server

okooo5km

A Model Context Protocol server that provides knowledge graph management capabilities.

107记忆与知识

THE PROJECT IS MOVED

nguyenvanduocit

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows

104记忆与知识

Graphiti MCP Server • Fast Multi‑Project Knowledge Graphs

rawr-ai

Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti

100记忆与知识

Memory Bank MCP

tuncer-byte

Memory Bank is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains a set of interconnected Markdown documents that capture different aspects of project knowledge, from high-level goals to technical details and day

100记忆与知识

Build Agents with Needle MCP Server

needle-ai

Needle MCP Server for easy RAG.Long-term memory for LLMs.

99记忆与知识

Roam Research MCP Server

2b3pro

MCP Server and CLI tool for Roam Research Graph Integration

98记忆与知识

Memory MCP Server (Go)

okooo5km

A Model Context Protocol server that provides knowledge graph management capabilities.

93记忆与知识

Docs MCP Server

buger

Turn any github repo to MCP server, and chat with code or docs

89记忆与知识

Memory Bank MCP Server

ipospelov

MCP server that helps build Memory Bank - structured documentation system for context preservation

78记忆与知识

MCP RAG Server

karaage0703

71记忆与知识

Logseq MCP Tools

joelhooks

mcp server for logseq graph

70记忆与知识

Embedding MCP Server

Geeksfino

Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve.

70记忆与知识

Claude Memory MCP Server

WhenMoon-afk

Local Memory MCP Server

68记忆与知识

TriliumNext Notes' MCP Server

tan-yong-sheng

MCP server for TriliumNext Notes

63记忆与知识

Cline Memory Bank

dazeb

A memory system for Cline that tracks progress between conversations.

61记忆与知识

Atlassian Confluence MCP Server

aashari

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

59记忆与知识

Roo Code Memory Bank MCP Server

IncomeStreamSurfer

57记忆与知识

HMR Docs

promplate

Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr

57记忆与知识

MCP DuckDB Knowledge Graph Memory Server

IzumiSy

MCP Memory Server with DuckDB backend

57记忆与知识

Knowledge Graph Memory Server

T1nker-1220

I enhance the existing memory mcp server from the official mcp github, so big thanks and credits for creating this

52记忆与知识

MCP server for Obsidian (TypeScript + Bun)

fazer-ai

MCP server for Obsidian (TypeScript + Bun)

51记忆与知识

Vercel AI SDK Documentation MCP Agent

IvanAmador

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask questions about the Vercel AI SDK and receive accurate, contextualized responses based on the official docum

50记忆与知识

Knowledge Base MCP Server

jeanibarz

This MCP server provides tools for listing and retrieving content from different knowledge bases.

49记忆与知识

D&D Knowledge Navigator

procload

MCP Server implementation of the DnD 5e API using resources, tools, and prompts.

45记忆与知识

MCP Kanban Memory

eyalzh

MCP server providing kanban-based task management memory for complex multi-session workflows with AI agents

40记忆与知识

Documentation Crawler & MCP Server

alizdavoodi

This project provides a toolset to crawl websites wikis, tool/library documentions and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.

40记忆与知识

Storm MCP Server with Sionic AI serverless RAG

sionic-ai

40记忆与知识

Memory Bank MCP With Remote SSH Support 🧠

aakarsh-sasi

MCP Server with Remote SSH support

36记忆与知识

常见问题

关于 MCP 服务器、工具和集成的常见问题

1

什么是 MCP 服务器?

MCP 服务器是遵循 Model Context Protocol 标准的程序,把文件访问、数据库查询、网页搜索等工具或数据源封装成 AI 助手能发现并调用的能力。

2

如何安装 MCP 服务器?

每个服务器详情页都提供可直接粘贴的 Claude Desktop、Cursor、VS Code 等客户端配置代码,大多数几分钟内就能装好。

3

MCP 服务器要收费吗?

本页收录的大多数服务器开源免费;部分服务器背后调用的第三方 API(云服务、付费数据源等)可能需要你自备 API key 或订阅。