Compiling Internal SOPs into a Traceable Knowledge Wiki for LLMs via the Model Context Protocol

Description and use

Building a traceable knowledge wiki of SOPs and policies for LLMs using the Model Context Protocol

Problem

Internal SOPs and policies are scattered and hard to retrieve for LLMs, limiting consistent compliance and knowledge sharing.

Outcome

The company achieved a centralized, traceable knowledge base that LLMs can reliably reference, improving compliance and consistency across teams.

Workflow

• 1. Gather all internal SOPs and policy documents.
• 2. Convert documents into a machine-readable format (e.g., Markdown or JSON).
• 3. Use the Model Context Protocol to index the content and create traceable references.
• 4. Publish the indexed content to a knowledge wiki platform (e.g., Confluence, Notion, or a custom wiki).
• 5. Configure LLMs to query the wiki via the Model Context Protocol for real-time, traceable answers.

Evidence

Compiles internal SOPs and policies into a traceable knowledge wiki for LLMs via the Model Context Protocol.

Source