afairai/afair

Overview

afairai/afair is an open-source Python project that provides a self-organizing memory layer for AI tools. It is single-tenant and designed to be self-hosted, exposing memory over the Model Context Protocol (MCP).

Best for

Best for
Developers who want a self-hosted, MCP-based memory layer for their AI tools.

Use cases

• Give AI assistants persistent, self-organizing memory
• Share context across multiple AI tools via MCP
• Self-host a private memory server for AI workflows

How to use

Tested with

Claude Code, Cursor, Windsurf, VS Code, ChatGPT

Notes

afairai/afair is an open-source Python project that provides a self-organizing memory layer for AI tools. It is single-tenant and designed to be self-hosted, exposing memory over the Model Context Protocol (MCP).

6 stars on GitHub. Last updated 2026-09-07. Licensed AGPL-3.0.

Use cases

• Give AI assistants persistent, self-organizing memory
• Share context across multiple AI tools via MCP
• Self-host a private memory server for AI workflows

Pros

• Open source and self-hostable
• Single-tenant design keeps data private
• Uses the standard MCP interface

Cons

• Very early stage with few stars (6)
• Limited documentation and community support
• Requires Python environment and MCP setup

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.