AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
Claude remembers what you wrote in Trilium Notes: a recall container with an MCP recall tool and an optional Claude Code prompt hook.
Developer toolsPython · ShellGitHub @MarceltovOnlineOwner unconfirmed
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Claude remembers what you wrote in Trilium Notes: a recall container (keywords + multilingual embeddings) with an MCP recall tool and an optional Claude Code prompt hook.
Taken from the repository README
Loading the full README.
Read the full README ↗Claude remembers what you wrote in Trilium Notes, without you saying "check my notes".
recall. It gets up to three short passages with note IDs, a few hundred tokens, or nothing.On a real 280-note Trilium: the right note among the first three for more than 85 % of questions (Trilium's own search: around 40 %), nothing returned for more than 90 % of questions the notes can't answer, under 20 ms per lookup. Measurements
It works on any Trilium. With an LLM wiki in it, recall knows the wiki's structure and ranks its pages first.
Full documentation: trilium-recall.marceltov.de
Run the container next to Trilium (compose snippet in the docs), then add https://<your engine>/mcp to your MCP client. For automatic mode in Claude Code:
/plugin marketplace add Marceltov/trilium-recall
/plugin install trilium-recall
and ask Claude to "set up recall".
| Path | What it is |
|---|---|
engine/ | the container: indexer, ranking, /recall for the hook, /mcp for the tool (engine/README.md) |
scripts/recall-hook.sh | the UserPromptSubmit hook (hooks/hooks.json) |
skills/trilium-recall-setup/ | connects Claude Code to a running engine |
docs/ | the documentation site and the ADRs |
AGPL-3.0-or-later. Up to 0.4.x the code was part of trilium-llm-wiki under MIT.