lecharles/graph-memory-rag-mcp-server

mindmap-mcp-server

4.7

by YuChenSSR

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

basic-memory

4.6

by basicmachines-co

Basic Memory is a tool that allows users to build a persistent knowledge base through natural conversations with LLMs, storing information in Markdown files.

mcp-shrimp-task-manager

4.5

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.

memory-bank-mcp

4.5

by alioshr

Memory Bank MCP Server is a centralized service for managing memory bank files remotely, supporting multiple projects and ensuring secure access.

graphlit-mcp-server

4.5

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-knowledge-graph

4.3

by shaneholloman

Knowledge Graph Memory Server for AI models using 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.

notion-mcp-server

4.2

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.

gistpad-mcp

4.2

by lostintangent

GistPad MCP is a server for managing and sharing personal knowledge, daily notes, and reusable prompts via GitHub Gists, integrated with VS Code and GistPad.dev.

library-mcp

4.1

by lethain

library-mcp is an MCP server designed for interacting with Markdown knowledge bases, allowing users to retrieve and discuss content based on tags or date ranges.

zettelkasten-mcp

4.1

by entanglr

A Model Context Protocol (MCP) server implementing the Zettelkasten knowledge management methodology.

supabase-mcp-server

4.0

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.

mcp-guide

4.0

by qpd-v

A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers.

skydeckai-code

4.0

by skydeckai

SkyDeckAI Code is an MCP server offering a suite of tools for AI-driven development workflows, enhancing AI's ability to assist in software development by providing access to local and remote resources.

mcp-server

3.9

by keboola

Keboola MCP Server connects AI agents and MCP clients to Keboola, enabling data access and transformations without glue code.

rijksmuseum-mcp

3.9

by r-huijts

A Model Context Protocol (MCP) server that provides access to the Rijksmuseum's collection through natural language interactions.

code-index-mcp

3.7

by johnhuang316

Code Index MCP is a specialized server for intelligent code indexing and analysis, enabling LLMs to interact with code repositories.

docs-mcp-server

3.7

by arabold

Docs MCP Server is a tool that provides a personal, always-current knowledge base for AI by indexing third-party documentation from various sources, offering version-aware search tools via the Model Context Protocol (MCP).

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.

MemoryMesh

3.6

by CheMiguel23

MemoryMesh is a knowledge graph server designed for AI models, focusing on text-based RPGs and interactive storytelling.

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.

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.

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.

obsidian-mcp-server

3.6

by cyanheads

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

crawl4ai-mcp-server

3.6

by weidwonder

Crawl4AI MCP Server is an intelligent information retrieval server based on the Model Context Protocol (MCP), designed to enhance AI assistant systems with powerful search capabilities and web content understanding optimized for LLMs.

memory-mcp-server

3.6

by okooo5km

A Model Context Protocol server that provides knowledge graph management capabilities, enabling LLMs to maintain memory across conversations.