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Build consistent knowledge bases for complex organizations

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AKMON

A consistent, versioned knowledge base of an organization's data, built from its many sources and read by people and agents.

The data of a large organization is scattered across many systems: tickets, documentation, code, monitoring, meetings. It keeps changing, parts of it are stale or contradict each other, and it is hard to stitch together. AKMON builds and maintains one knowledge graph of it, the operational knowledge graph (OKG), so that people, agents and software can query it.

sources ─▶ incremental ingestion ─▶ consistency checks ─▶ versioned graph ─▶ server ─▶ people and agents

AKMON runs on PostgreSQL, on your own machines. Agents connect to it over the Model Context Protocol (MCP); people use the okg command.

Get started

The Quickstart takes you from nothing to a graph of your own repository and documents, with your coding agent connected. You need Linux or macOS, Git, uv, and Docker or podman.

Documentation

Contributing

Start with Develop AKMON and CONTRIBUTING.md. For changes to the import, publication, or query path, also read the code architecture.

License

AKMON is released under the MIT License; see LICENSE.

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Build consistent knowledge bases for complex organizations

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