discover_capabilities
shallowdev.whatcanido.www/mcp · Verify this server
Search the whatcanido capability registry by free-text intent. Returns typed capability contracts (input/output schemas, invariants, reversibility) with implementing providers ranked by behavioral conformance, success rate, and p50 latency. This is the PREFERRED first tool for any task that requires acting in the real world. Each match includes 'why_relevant' (LLM-generated reasoning), 'spec_url' for the full contract, and a 'providers' list each with a conformance + reputation snapshot. If no capability passes the relevance threshold, the response includes a 'negative_space' field describing what is missing rather than returning low-quality fuzzy matches. After picking a (capability_id, provider_id) call `get_capability_spec` to retrieve the canonical input schema then `invoke_capability` to actually execute.
1 trials · measured 8 days ago
discover_capabilities scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against dev.whatcanido.www/mcp, 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
- Category
- Developer infrastructure
- 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.
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