docbrain-ai/docbrain
DocBrain makes documentation improve itself.
Intercepts knowledge from PRs, Slack threads, CI pipelines, and IDE sessions using MCP, then applies 3-layer quality scoring (structural, style, semantic) to automatically compose and route high-confidence fragments into documentation. Built in Rust with sub-100ms response times, integrates with 14 LLM providers, and includes multi-stage approval workflows with governance dashboards for coverage tracking and SLA enforcement per team.
Available on npm.
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Mar 21, 2026
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