assess_opportunity
shallowio.github.matchawards/matchawards-mcp · Verify this server
Use this when the user asks whether to bid on one opportunity, or wants a qualification brief on it: days left, set-aside, AI fit notes, similar past awards, the firms that typically win such work and the usual award value. Pass the id from a search result, and optionally my_naics (up to 10 codes) and my_set_aside to check the fit. Similar awards come from MatchAwards' award records for the same NAICS at the same agency, or at all agencies when that agency has none (basis says which); sample gives the dates covered and whether every matching record was read, so state that span rather than a longer one. Award records may be incomplete, so say so; ai text is AI-generated, so label it. Never call a firm the incumbent: these are firms that won similar work. Example: id="117412688283576625". Print url, sam_url and each award's url and source_url as markdown links. Do not use for searching (search_contracts, search_grants), for finding partners (find_teaming_partners) or for job postings.
1 trials · measured today
assess_opportunity scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.matchawards/matchawards-mcp, 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 + stdio
- 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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