awareness_find_agents
shallowmarket.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`.
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/643945de-ce26-4ad8-a658-8c540498b211)