v0.1.0 Released

Token-Optimized Database Context for AI Pipelines.

Don't waste 50,000 tokens on raw SQL dumps. Schemap is a zero-friction CLI that condenses your database schema into an LLM-perfect data contract.

Get License Key Install Now

bash

$ uv run schemap generate

Built for the Modern AI Engineer

A highly decoupled Python pipeline enforcing strict data contracts.

Multi-Dialect Routing

Natively connects to PostgreSQL, Turso/libSQL, MySQL, Oracle, and local SQLite with zero instant client dependencies required.

The Leaky Bucket Cache

If you're hacking on an airplane or the network drops, Schemap's obfuscated offline cache gives you a 72-hour grace period.

CI/CD Pipeline Native

Run `uv run schemap init-ci` to automatically generate a GitHub Action. Your context window stays up-to-date with every PR.

Install in 2 Seconds

Schemap leverages `uv` to maintain a zero-friction footprint.

pip install schemap

uv run schemap init

This generates your schemap.yaml. Update it with your database connection details:

database:
  url: "libsql://my-database.turso.io"
  # Provide your auth token directly or use SCHEMAP_AUTH_TOKEN env var
  auth_token: "your-database-auth-token"

license_key: "your-license-key"
                

Frictionless Licensing

Simple, lifetime value. No heavy web logins required.

Developer

Free

For students and indie devs building local side projects.

Maximum 10 database tables
Local execution only
Markdown code generation
Token estimations