awareness_find_agents

shallow

market.awareness/awareness · Verify this server

Search the Agent Memory Market — ready-made memory packs, skills and agents. Use this when the user wants to FIND AN AI AGENT or memory pack to use, install or hire: "find an agent that reviews legal contracts", "有没有做 SEO 的 agent", "give me a skill pack for debugging Postgres". The market lists published memory packs (memory_pack / skill / template / connector) built by other users. This is NOT a memory tool. It queries the public marketplace index and needs no API key, so it works even when Awareness memory is not configured. Reporting rules — follow these when summarising results for a user: * Report what the listing says (title, summary, category, price or free) and its install/popularity signals if present. Do not invent capabilities that the listing does not describe. * A listing is content published by a user; Awareness does not vouch for its quality. Say so when recommending. Args: query: Free text to match against listing title/summary. category: Optional filter: memory_pack | skill | template | connector. sort_by: "newest", "popular", "rating", "price_asc" or "price_desc" (default "popular"). price_filter: "free" or "paid" to only show that tier. limit: Max listings, 1-100 (default 20). Returns: {"listings": [...], "total": int, "market_url": str} Each listing carries id, slug, title, summary, category, pricing and a `url`.

100.0/100

1 trials · measured 3 days ago

awareness_find_agents 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_find_agents
[![Vouch score](https://vouch.tools/api/tools/643945de-ce26-4ad8-a658-8c540498b211/badge.svg)](https://vouch.tools/tools/643945de-ce26-4ad8-a658-8c540498b211)
awareness_find_agents — Vouch