search_apis

shallow

io.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.

100.0/100

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

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: search_apis
[![Vouch score](https://vouch.tools/api/tools/41007c2e-8fcd-4a17-be31-b3824e0b2e99/badge.svg)](https://vouch.tools/tools/41007c2e-8fcd-4a17-be31-b3824e0b2e99)
search_apis — Vouch