explain_financial_concept
shallowio.github.sbanerjee1875/financegenius · Verify this server
Answer financial questions using FinMall.AI's hybrid knowledge base. Searches across product brochures, regulatory guides, calculators help, and live product database using BM25 + semantic + product DB search fused with Reciprocal Rank Fusion. Best for explainers like: 'what is a critical illness rider?', 'how does APR work?', 'difference between ELSS and PPF?'. Args: query: The financial question or concept to explain. institution: Optional — narrow search to one institution (e.g. 'hdfc-bank').
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
explain_financial_concept 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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