Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.
Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.
From an empty memory to evidence-backed recall: Nahuali shows what is ready to use and pauses what still needs review.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| certify | Available checks support use with the attached evidence. |
| advisory | Useful as a lead, but not ready to repeat as fact without qualification. |
| warn | Evidence, freshness, or store-health problems require verification. |
| block | The memory must not drive action until the conflict is resolved. |
| nahuali | Shell-capable agents, scripts, sustained ingestion, inspection, recovery, receipts, and the TUI |
| nahuali-mcp | Hosts that expose MCP tools but cannot run local commands directly |
| nahuali-api | Local HTTP integrations with an OpenAPI contract |
| Variable | Description | Required |
|---|---|---|
| CLAIM_ID | Configuration value read at startup. | Optional |
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Fourteen research tools, from arXiv to SEC filings. Tool calls are billed to your Apify account.
Pull Deep Memory from across your Claude Code Sessions — when you need it.
DPML-powered AI prompt framework - Revolutionary AI-First CLI system based on Deepractice Prompt Markup Language. Build sophisticated AI agents with
Your own codebase tools like code semantic search