find_free_ai_tool
shallowapp.cutgpt/research · Verify this server
Find a free, single-purpose web tool for a task: resumes and cover letters, citations, rewriting, flashcards and study guides, invoices, PDFs, word and character counts, and developer utilities. Returns matching tools on cutgpt.app with what each does and whether it uses AI. Free, no subscription.
1 trials · measured 2 days ago
find_free_ai_tool scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.cutgpt/research, 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
- 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.
Embed this score
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[](https://vouch.tools/tools/7816c2a7-795f-4691-8d7f-d768042323d4)