match_scholarships
shallowio.github.chinedum-okoli/studiepoint-ai · Verify this server
Get personalised, ranked scholarship recommendations for an African student based on their full profile. Uses StudiePoint's matching algorithm to score scholarships by GPA fit, field alignment, visa accessibility, deadline urgency, and acceptance rate. Returns top matches with match score, reasoning, and direct application links.
1 trials · measured 8 days ago
match_scholarships scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.chinedum-okoli/studiepoint-ai, 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
- 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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[](https://vouch.tools/tools/045cd591-134f-4710-9190-d6629cbf85dc)