Codebase Memory
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Updated October 2026
The best knowledge and memory MCP servers in October 2026 are Codebase Memory, ha-mcp, Pi MCP. Codebase Memory is the most widely used; Pi MCP is the most actively updated.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.
Standalone Model Context Protocol client for pi and other applications
MCP (Model Context Protocol) adapter extension for Pi coding agent
MCP (Model Context Protocol) client extension for the Pi coding agent — connect Pi to any MCP server
Ruflo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code
Integration between n8n workflow automation and Model Context Protocol (MCP)
A Genkit plugin that provides interoperability between Genkit and Model Context Protocol (MCP). Both client and server use cases are supported.
MCP proxy that compresses prose fields (tool descriptions, etc.) using caveman rules. Same accuracy, fewer context tokens.
MCP (Model Context Protocol) server for Claude integration with MailDev
See every one in Knowledge and memory.
Only maintained, original projects are listed. They are ranked by GitHub stars, with recent activity shown next to each. The list updates daily. See how we list and rank.
None of the top knowledge and memory MCP servers offers a hosted URL yet, so use them in Claude Code, Claude Desktop, Cursor, VS Code or Codex.