awareness_recall

shallow

market.awareness/awareness · Verify this server

Search your persistent memory — pass ONE query string, server picks the rest. Call this BEFORE starting work to avoid re-solving solved problems. PRIMARY USAGE (single-parameter, F-053): awareness_recall(query="why did we pick pgvector over Pinecone?") The server auto-routes across raw memories + knowledge cards + workspace graph and picks the right detail level based on token budget. You do NOT need to choose scope, recall_mode, detail, or the vector/bm25 weight manually. LEGACY (still works, logs deprecation): awareness_recall(semantic_query="...", keyword_query="...", detail="summary") awareness_recall(detail="full", ids=["id1", "id2"]) Args: query: Natural-language query (single-parameter API — preferred). limit: Max results (1-30, default 6). hyde_hint: F-060 optional HyDE boost. A short (100-200 char) hypothetical answer to the query. When provided and >= 20 chars, the server embeds it instead of the raw query to bridge the query-vs-document gap. Client-generated (no LLM call in the backend); empty/absent disables. [DEPRECATED] legacy args (accepted for backwards compat): semantic_query / keyword_query: Use `query` instead. scope / recall_mode / detail / ids / multi_level / cluster_expand / include_installed / source_exclude / token_budget: Server now picks these.

100.0/100

1 trials · measured today

awareness_recall scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against market.awareness/awareness, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: awareness_recall
[![Vouch score](https://vouch.tools/api/tools/4ca231d7-2b93-44a9-bfcf-51e9edb04e3f/badge.svg)](https://vouch.tools/tools/4ca231d7-2b93-44a9-bfcf-51e9edb04e3f)
awareness_recall — Vouch