Knowledge & Memory MCP Servers

AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content

Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph a…

- Query and summarize your chat messages with AI prompts.

Enhanced graph-based memory with a focus on AI role-play and story generation

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and…

Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistp…

Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve releva…

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants…

An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across…

An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clear…

An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports mult…

A connector for LLMs to work with collections and sources on your Zotero Cloud

A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and sem…

Knowledge graph-based persistent memory system for maintaining context

An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP trig…

Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybr…

Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.

Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and…

Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP serv…

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

Save and query your agent memory in distributed way by Membase

Up-to-date code documentation for LLMs and AI code editors.