Building open standards for AI memory & agents.
We believe enterprise intelligence should be transparent, standardized, and interoperable. Explore our open-source tools, protocol servers, and architectural blueprints.
Graph RAG Reference Engine in Python
Production-ready Python reference implementation combining entity extraction, NetworkX graph construction, dense vectors, and Reciprocal Rank Fusion (RRF).
Memora Headless Browser for AI Agents
Open-source headless browser that labels every button, link, and field on web pages (@1, @2, @3) so LLM agents can interact deterministically without screenshot tokens.
Memora Model Context Protocol (MCP) Server
Anthropic Model Context Protocol compliant server connecting Claude, Cursor, Windsurf, and custom AI agents directly to company organizational memory.
Contribute to the future of AI Organizational Memory
We sponsor open-source developers, students, and AI researchers working on Graph RAG, vector indexes, AST parsers, and browser automation.