afairai/afair
by Various
The open-source, self-organizing memory for all your AI tools. Single-tenant, yours, over MCP.
MCP
afairai/afair
Added 8 Sept 2026
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
Clients listed in this record (not verified here)
Claude Code, Cursor, Windsurf, VS Code, ChatGPT
Notes
6 stars on GitHub. Last updated 2026-09-07. Licensed AGPL-3.0.
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
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Pairs with
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