AI-Generated Documentation Hosted for Your GitHub Repos

by Annie Johns

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Jun 19, 2026 Developer Tools

code documentation github knowledge base mcp

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AI-Generated Documentation Hosted for Your GitHub Repos

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We built an end to end knowledge system that keeps up with complex cross-repo codebases. Our intelligent context mapping system provides comprehensive knowledge bases that your team can host internally/externally or query via MCP.

Comments (4)

Janiya Kris 3 weeks ago

mintlify already owns this market

Savanna Heaney 2 weeks ago

hard to see the moat here when confluence and gitbook already exist

Felicity Harris 2 weeks ago

self-hosted means owning doc uptime and infra costs

Bryana Harvey 2 weeks ago

cross-repo mapping tackles the actual hard part

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