Kage
A framework for collaborative agent memory. Kage is shared, code-grounded memory for developers and their coding agents: capture a learning once — a bug cause…
Knowledge Base MCP Servers
knowledge-base
Browse 1,021 servers tagged Knowledge Base in the MCP Server List directory.
SelfMemory
It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add…
🐝 Swarms MCP Documentation Server
MCP server to connect AI agents to any github corpa
Npm Package Docs
A Model Context Protocol (MCP) server that provides up-to-date documentation for npm packages directly in your IDE. This tool fetches the latest README…
Apple RAG MCP
Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive…
Memorious MCP
Memorious-MCP is a minimal Model Context Protocol (MCP) server that provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.
Engram Mcp Server
Give your AI agents a memory they can trust. Engram lets your AI remember past conversations, facts, and decisions, so it feels more like a real teammate.
Exocortex
xocortex — an MCP server that gives your AI persistent memory across ALL your projects.
Apple Notes Mcp
# apple-notes-mcp MCP server for Apple Notes with semantic search and CRUD operations. Claude searches, reads, creates, updates, and manages your Apple Notes…
ragflow-knowledge-mcp-server
A simple MCP server of knowledge base for RAGFlow.
SiYuan Note MCP Server
SiYuan Note MCP Server is an MCP server implementation that integrates with the SiYuan Note system, enabling AI models to access and manipulate note data. It…
Smriti Mcp
Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph…
Retrieve The Forgotten Memory
The open retrieval layer for AI coding agents. Indexes code, docs, legal, research, data — 15 parsers, FTS5 + semantic search, knowledge graph. Serves surgical…
LinkedIn MCP Server Documentation
Model Context Protocol (MCP) server for LinkedIn integration with n8n
Official Substack / Medium MCP Server
The tool connects to your Substack/Medium blogs via their RSS feeds, fetches your posts, and permanently caches them locally. It also generates embeddings for…
Semantic Scholar MCP Server
A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks…
MonkDB MCP Server
An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜
Examples
MCP server containing tools for real esate search
PMB (Personal Memory Brain) | Local first memory layer
Local-first persistent memory for AI coding agents over MCP: decisions, lessons and facts persist across sessions via hybrid BM25 + vector + graph retrieval…
Fodda
Fodda gives AI agents access to expert-curated knowledge graphs across retail, beauty, sports, consumer electronics, fashion, and innovation, plus a…
Home Memory
Ask your home. Your AI assistant's memory for everything in and around your home.
Cuba Memroys
Persistent memory MCP for AI agents — Knowledge graph + Hebbian learning + Anti-hallucination. 12 tools, 1 dependency, zero manual setup.
OpenArx
Open scientific knowledge MCP for AI agents. Three profiles: search (15 tools incl. find_evidence, compare_papers, explore_topic), publish (5 tools for direct…
Better Fetch
A powerful Model Context Protocol (MCP) server that intelligently fetches and processes web content with nested URL crawling capabilities. Transform any…