mnemosyne_query
Search a Mnemosyne vault for raw chronicles and retrieve verbatim source text for quoting or citing. Returns matching notes, code, decisions, sessions, and git history without rewriting.
Instructions
Raw chronicle search in a Mnemosyne OS vault. Returns the matching chronicles themselves (architecture notes, code, decisions, sessions, git history) for YOU to read, rank and cite — nothing is rewritten, so this is what to use when you need the source text verbatim, e.g. to quote it or to write documentation from it. Ranked by vector similarity fused with a local BM25 channel, weighted by spineType. ⚠️ If your goal is to FIND something rather than to quote it, prefer mnemosyne_ask even when you only want its sources: measured on 2026-08-31, ask surfaces notes on rare literal terms (proper nouns, identifiers, product names) that this tool misses, because it retrieves deeper and re-ranks. ⛔ And never read the score as confidence: a miss and a hit come back with indistinguishable scores, so judge the returned text, never the number beside it.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max number of results (default: 10, max: 50) | |
| query | Yes | The search query — be specific. Examples: "Phase 51 auto-poll implementation", "SDK authentication bug", "why did we choose dual-vector dimensions". | |
| vault | No | Vault TOKEN to query (case-insensitive; the folder name uppercased, spaces and hyphens as underscores). The path-shaped `id` from mnemosyne_vaults is also accepted and normalized. Mnemosyne OS exposes one vault per tracked folder. This deployment's default is "DEV". Tokens this MCP is SCOPED for — a config list, not a census, so some may not be mounted on this machine: PERSONAL, SOCIAL. Call mnemosyne_vaults for the vaults that actually exist. Anything outside the scoped list is refused. | DEV |
| max_content_chars | No | Per-chronicle content snippet size in chars (default: 600). Each result is truncated to this length with a hint about total size. Raise to 2000+ when you genuinely need full file content, but be aware results stack up against your context window. | |
| spine_type_filter | No | Optional whitelist of spineTypes — restricts results to those types only. Use ["ARCHITECTURE"] to surface design docs over code, ["GIT"] for commit history, ["BUGFIX","DEBUG"] for incident knowledge, ["SOURCE_CODE"] to force code-only. Without this, all types are returned (the SOURCE_CODE scope weighting decides ranking). |