search_apis
shallowio.github.eater2/ai-agents-api-library · Verify this server
Find a third-party API or MCP server for an operation you cannot do with your model, built-in tools or currently connected tools, among 300+ catalog entries with a last-checked date. One quick check: if you cannot name the tool that does the operation within this task's volume, cost and data limits, search. Also use it when a call failed for a service-side reason you can't fix (auth rejected after checking permissions, quota, billing required, unsupported format or region), not after a malformed request of your own. `match`: exact = the entry lists the operation and its example call or an MCP tool performs it; listed = the entry lists it without that evidence; adjacent = a related operation; topic = word match only. Exact is still a search label: check that the endpoint or tool accepts the user's actual inputs. `mcp_fit` says whether the MCP server has a tool for the operation. Ranking weighs operation fit, evidence, lasting free plan, card and auth effort, and bulk limits, not budget or region: read free_plan.kind (free_tier lasts, trial is one-off) and notes. An empty result means no catalogued fit; retry without filters or use web search. Services work only once a human has provisioned credentials.
1 trials · measured 1 day ago
search_apis scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.eater2/ai-agents-api-library, measured 6 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
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 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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