First Scan Otif vs julien040/anyquery
Side-by-side comparison of two Model Context Protocol servers. Pick the right one for Claude Desktop, Claude Code, or Cursor.
Production-shaped ML on public Olist e-commerce data: a calibrated promise-miss (OTIF) ranker served on Cloud Run via REST + MCP, a frozen exception policy that
Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by desi
Comparison
| Feature | First Scan Otif | julien040/anyquery |
|---|---|---|
| Pricing | Free | Free |
| Installs | — | — |
| Rating | — | — |
| Verified | — | — |
| Hosted | — | — |
| Tools | — | — |
| Category | data | data |
| Author | smartofficialintelligence | julien040 |
| Repo | smartofficialintelligence/first-scan-otif | julien040/anyquery |
When to pick First Scan Otif
Production-shaped ML on public Olist e-commerce data: a calibrated promise-miss (OTIF) ranker served on Cloud Run via REST + MCP, a frozen exception policy that turns scores into a NOC work queue, and agents governed to copy the action. Top 2.5% of scores hit 46% precision, 10x lift. Ranking lift measured; intervention lift not claimed
When to pick julien040/anyquery
Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
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