How to publish a team knowledge graph as a queryable MCP endpoint?

Publish a team knowledge graph as a queryable MCP endpoint using CartaStudio

This task can be performed using CartaStudio

Publish your expertise as knowledge your team and agents can trust

Best product for this task

CartaS

CartaStudio is a desktop workbench for creating and publishing "Cartas" β€” curated, sourced knowledge graphs in plain, portable markdown that AI agents read deterministically and that you publish as queryable MCP endpoints. Capture your org's expertise as typed, scoped, sourced decision graphs you own and version in Git β€” every node tied to a book, DOI, or canonical article. Not auto-extracted, not RAG guesswork: curated, sourced, deterministic.

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What to expect from an ideal product

  1. CartaStudio lets you model your team's decision logic as typed, scoped knowledge graphs stored in plain markdown files you version in Git like any other codebase.
  2. Every node in a Carta links to a source: a book, a DOI, a canonical article, so agents and teammates pull facts that are traceable, not hallucinated.
  3. Once your Carta is ready, you publish it as a live MCP endpoint that AI agents can query directly, no RAG pipeline, no embedding infrastructure to maintain.
  4. Teams use CartaStudio to capture expertise that would otherwise live in someone's head or a stale Confluence page, and make it queryable by both humans and agents.
  5. Because Cartas are plain portable markdown, you own the files, you diff them, you roll them back, and you are never locked into a proprietary knowledge platform.

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