Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Private by architecture.

Architecture Deep Research: deep research for strategic system design decisions.

Research-first architecture engine for Python, TS, Go and Rust. Mines GitHub Issues for real production failures before scaffolding, then audits drift, cycles and fragility in code you already have. Zero import cycles, zero critical anti-patterns - measured against itself.

The definitive resource for Agent Skills - modular capabilities revolutionizing AI agent architecture

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.