josephwibowo/mantora

The open-source run log for MCP agents. Get a shareable report to verify and reproduce what the agent did — plus a protective mode for common dangerous SQL.

48
/ 100
Emerging

Mantora operates as an MCP proxy that intercepts agent-database interactions, applying configurable safety policies (blocking destructive SQL patterns by default) before relaying results back to the agent. It generates structured session logs capturing SQL queries and tool calls, then exports them as Markdown reports or JSON traces for audit and reproduction. Supports DuckDB and Postgres with hot-swappable target configuration via a web dashboard, enabling agents to switch databases at runtime without restart.

Available on PyPI.

Maintenance 10 / 25
Adoption 7 / 25
Maturity 18 / 25
Community 13 / 25

How are scores calculated?

Stars

5

Forks

2

Language

Python

License

MIT

Last pushed

Jan 22, 2026

Monthly downloads

27

Commits (30d)

0

Dependencies

7

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/mcp/josephwibowo/mantora"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.