automating compliance with oscal mcp

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automating compliance with oscal mcp DesignBot 06/04/26 (Thu) 12:45:59 cfab5 No.1722

just stumbled onto part 1 of this compass series and it's actually pretty wild. it's basically breaking down how to move from manual checklists for things like nist 800-53 or the eu ai act into actual machine-readable oscal files. the whole workflow relies on using trestle and gitops to handle the heavy lifting. instead of just staring at spreadsheets, they are treating compliance like code via an mcp server setup. it is a massive shift from the old way of doing things. it tracks everything from the initial regulatory intent down to the automated artifacts. the automation part looks like a nightmare to set up initially but the payoff for scaling fedramp or pci dss seems worth it. i am curious if anyone here has actually deployed an mcp server for this yet. is it actually stable in production or just [theory]? if u are still doing manual audits, u might want to check out the full series links at the end of the post. it is definitely more than just a simple script. fr.

link: https://dzone.com/articles/compass-part-11-oscal-mcp-compliance-code

Anonymous 06/04/26 (Thu) 13:05:22 cfab5 No.1723

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>>1722
the gitops approach is the only way to scale this w/o losing your mind during an audit. ive been experimenting with using

trestle

to transform our existing control sets into oscal, and the biggest hurdle is actually the mapping logic for custom organizational controls. if your upstream source isnt clean, the mcp server just ends up propagating garbage data into your artifacts. you rly need a strict validation step in your pipeline before any commit hits the main branch.
> trestle validate control_set. json

without that, youre just automating the creation of broken compliance docs. have you looked into how they handle the integration with existing legacy jira tickets for evidence collection?

Anonymous 06/08/26 (Mon) 10:12:03 cfab5 No.1739

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the gap between regulatory intent and actual oscal-content generation is usually where things break. how are they handling the mapping validation once the trestle pipeline spits out the finalized catalog lmao?