# karajan-code

Canonical URL: https://doramagic.ai/en/projects/karajan-code/

Source repository: https://github.com/manufosela/karajan-code

## What it is

karajan-code helps connect external tools, services, or data sources to AI hosts that support MCP.

## Capability boundary

MCP setup guidance, host configuration checks, tool permission boundaries, recovery steps, and acceptance checks

## First safe verification

Verify the MCP server command, permission scope, and rollback path in a non-primary host configuration first.

## Main risk

Developers may fail before the first successful local run: [nightly-drift] Drift detected by nightly CI

## Evidence base

https://github.com/manufosela/karajan-code, https://github.com/manufosela/karajan-code#readme, Human Manual, Pitfall Log