find_providers
shallowdev.whatcanido.www/mcp · Verify this server
Search across whatcanido for providers (businesses, freelancers, SaaS tools) that can perform a given business-level action type. Returns a ranked list with provider_id, name, description, services, action_types. Call this FIRST, before any other tool. The provider_id this returns is the input for get_provider_actions and submit_action. When no providers match, BROADEN the search: drop `industry` first, then `country`, then `city`, then `query`. Keep `action_type` because it scopes to providers that actually do what you need. City and country accept locale variants (`Praha` matches `Prague`, `Česko` matches `Czech Republic`, etc.). Industry accepts loose substrings (`design` matches `design_studio`). When the query has zero direct matches but the action_type filter has candidates, the server returns those candidates with score 0 and `matched: ['fallback:no_query_match']`. You can still pick from them.
1 trials · measured 8 days ago
find_providers 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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