memory-box-mcp

git-mcp

4.6

by idosal

GitMCP is a free, open-source, remote Model Context Protocol (MCP) server that transforms GitHub projects into documentation hubs, enabling AI tools to access up-to-date documentation and code.

mcp-shrimp-task-manager

4.6

by cjo4m06

MCP Shrimp Task Manager is an intelligent task management system based on Model Context Protocol (MCP), designed to enhance programming workflows for AI Agents.

mcpdoc

4.5

by langchain-ai

MCP LLMS-TXT Documentation Server provides a structured way to manage and retrieve LLM documentation using the Model Context Protocol.

Knowledge Graph Memory Server

4.3

by modelcontextprotocol

A basic implementation of persistent memory using a local knowledge graph, allowing Claude to remember information about the user across chats.

mindmap-mcp-server

4.2

by YuChenSSR

A Model Context Protocol (MCP) server for converting Markdown content to interactive mindmaps.

mcp-server-qdrant

3.8

by qdrant

The mcp-server-qdrant is a Model Context Protocol server designed to integrate with the Qdrant vector search engine, providing a semantic memory layer for storing and retrieving information.

supabase-mcp-server

3.7

by alexander-zuev

Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls.

Knowledge Base MCP Server

3.7

by baidubce

Knowledge Base MCP Server provides a set of tools for managing knowledge bases and documents through the MCP protocol.

graphlit-mcp-server

3.7

by graphlit

The Model Context Protocol (MCP) Server for the Graphlit Platform facilitates integration between MCP clients and the Graphlit service, enabling seamless ingestion, search, and retrieval of knowledge across various platforms.

mcp-mem0

3.7

by coleam00

A template implementation of the Model Context Protocol (MCP) server integrated with Mem0 for providing AI agents with persistent memory capabilities.

atlas-mcp-server

3.6

by cyanheads

ATLAS (Adaptive Task & Logic Automation System) is a project, knowledge, and task management system for LLM Agents, implemented as a Model Context Protocol (MCP) server.

mcp-sequential-thinking

3.6

by arben-adm

A Model Context Protocol (MCP) server that facilitates structured, progressive thinking through defined stages.

mcp-ragdocs

3.6

by 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.

zotero-mcp

3.6

by 54yyyu

Zotero MCP connects your Zotero research library with AI assistants like Claude, enabling seamless interaction with your research materials.

mcp-apple-notes

3.6

by RafalWilinski

A Model Context Protocol (MCP) server that enables semantic search and RAG over Apple Notes, allowing AI assistants like Claude to search and reference notes during conversations.

memento-mcp

3.6

by gannonh

Memento MCP is a scalable, high-performance knowledge graph memory system designed for LLMs, offering semantic retrieval, contextual recall, and temporal awareness.

memory-bank-MCP

3.6

by tuncer-byte

Memory Bank MCP is a server that facilitates structured project documentation management using the Model Context Protocol.

mcp-client-server-markdown

3.6

by zou-hong-run

MCP Markdown Server is a server application based on the Model Context Protocol (MCP) that provides functionalities for creating, editing, searching, converting to HTML, and managing Markdown documents.

obsidian-mcp-server

3.6

by cyanheads

A Model Context Protocol server designed for LLMs to interact with Obsidian vaults, built with TypeScript.

notion-mcp-server

3.6

by awkoy

Notion MCP Server is a Model Context Protocol server implementation that enables AI assistants to interact with Notion's API, providing tools for reading, creating, and modifying Notion content through natural language interactions.

anki-mcp-server

3.6

by nailuoGG

A Model Context Protocol (MCP) server that enables LLMs to interact with Anki flashcard software through AnkiConnect.

notion-mcp

3.6

by ccabanillas

A Model Context Protocol (MCP) server implementation for Notion integration, providing a standardized interface for interacting with Notion's API. Compatible with Claude Desktop and other MCP clients.

obsidian-mcp

3.5

by newtype-01

Obsidian MCP (Model Context Protocol) 服务器用于连接 AI 模型与 Obsidian 知识库，支持笔记和文件夹的管理操作。

mcp-codex-keeper

3.5

by aindreyway

An intelligent MCP server that serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.

wikipedia-mcp

3.5

by Rudra-ravi

A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to Large Language Models (LLMs).

mcp-titan

3.5

by henryhawke

A neural memory system for LLMs that can learn and predict sequences while maintaining state through a memory vector.

mcp-memory-bank

3.5

by ipospelov

The Memory Bank MCP Server is designed to create a structured documentation system for context preservation in AI assistant environments.