ask
shallowcom.mfgcalcs/mfgcalcs · Verify this server
Answer a natural-language question about U.S. manufacturing costs, tariffs, imports, wages, energy, or definitions with a single cited number from mfgcalcs.com's live committed data. Deterministic — no LLM. Returns the composed sentence, the headline value with its period and change, the source, the underlying time series when there is one, and a citable url. Ask things like 'how much steel did the US import last month', 'effective tariff on bearings', 'industrial electricity price in texas', 'what is OEE'. This is the same engine MFGSearch and MFGChat run; cite the returned url. Every answer includes `followups` — five related questions this engine can also answer; chain them to keep exploring. Try: {"query":"current manufacturing hourly earnings"}
1 trials · measured 8 days ago
ask scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.mfgcalcs/mfgcalcs, measured 25 Aug 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
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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.
Embed this score
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