Head to head
HPSILab Quant Finance vs pigi.finance — DeFi Vault Intelligence
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
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HPSILab Quant finance MCP for US stocks, ETFs, options, Monte Carlo, backtesting, and risk analysis.
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DeFi vault data from pigi.finance: yields, TVL, history and risk ratings across chains.
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Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours pigi.finance — DeFi Vault Intelligence (98/100 against 88).
| HPSILab Quant Finance | pigi.finance — DeFi Vault Intelligence | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A88/100 | A98/100 |
| Adoption | Growing | Growing |
| GitHub stars | 1 | 0 |
| Downloads / week | 63 | – |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | 10 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-20 | 2026-09-16 |
| Category | Finance | Finance |