find_best_card_for_spend
shallowio.github.sbanerjee1875/financegenius · Verify this server
Recommend Indian credit cards based on spending pattern. Args: monthly_spend: Total monthly card spend in rupees. primary_category: One of 'grocery', 'fuel', 'dining', 'travel', 'online_shopping', 'utilities', 'general'. annual_income: Annual income to filter cards by eligibility (optional). prefer_no_annual_fee: True to prioritise lifetime-free cards. Returns: Top 5 cards with estimated annual cashback/rewards value.
No longer in the registry. The MCP registry stopped listing this server as of 31 Aug 2026. This report card stays available because the measurement was real, but the tool is excluded from search, rankings, and Vouch’s corpus counts. A published behaviour score is never recomputed or removed — it reflects what was measured while the server was listed.
1 trials · measured 8 days ago
find_best_card_for_spend scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.sbanerjee1875/financegenius, 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
- Finance & compliance
- 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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