python-memory-mcp-server

basic-memory

4.5

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.

paelladoc

4.3

by jlcases

PAELLADOC is an AI-First Development framework implementing the Model Context Protocol (MCP) to enhance LLM interactions with external tools and context.

memory-bank-mcp

4.3

by alioshr

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

mcp-knowledge-graph

4.3

by shaneholloman

Knowledge Graph Memory Server for AI models using Model Context Protocol.

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.

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.

MemoryMesh

3.6

by CheMiguel23

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

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.

search1api-mcp

3.6

by fatwang2

A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API.

rust-docs-mcp-server

3.6

by Govcraft

The Rust Docs MCP Server provides an up-to-date knowledge source for specific Rust crates, enhancing the accuracy of AI coding assistants by allowing them to query current documentation.

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-bank-MCP

3.6

by tuncer-byte

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

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.

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.

mcp-package-docs

3.6

by sammcj

An MCP server providing LLMs with efficient access to package documentation across multiple programming languages and LSP capabilities.

mcp-logseq-server

3.6

by ergut

MCP server to interact with LogSeq via its API.

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-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.

mcp-server

3.5

by InterviewReady

An MCP server for InterviewReady that provides APIs for fetching content and managing user notes and reminders.

library-mcp

3.5

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.

erickwendel-contributions-mcp

3.5

by ErickWendel

A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms.

mem0-mcp

3.5

by pinkpixel-dev

A Model Context Protocol (MCP) server that integrates with Mem0.ai to provide persistent memory capabilities for 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.

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。

all-in-one-model-context-protocol

3.5

by nguyenvanduocit

A powerful Model Context Protocol (MCP) server implementation with integrations for GitLab, Jira, Confluence, YouTube, and more.

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.