io.github.SecurityRonin/alaya-mcp
Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall
Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.
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ALAYA_LLM_API_KEYAPI key for auto-consolidation (enables LLM-powered knowledge extraction)
ALAYA_LLM_API_URLOpenAI-compatible chat completions endpoint
ALAYA_LLM_MODELModel name (e.g. gpt-4o-mini, haiku, gemini-flash)
ALAYA_DBPath to SQLite database
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.
Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.