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Repository Documentation vs. Team Knowledge Layer

The Dosu alternative for docs that live in your repository

Dosu is a knowledge layer for teams and coding agents: install it on GitHub or GitLab and it monitors changes to keep docs fresh, syncs existing docs from Notion, Confluence, Coda, or a repo, answers questions in Slack and Microsoft Teams, and exposes an MCP server. Moxie Docs is narrower and deeper on the codebase itself: a GitHub App that indexes your repository, writes architecture pages and conventions from source, opens docs-only pull requests when code drifts from them, and serves the same context to coding agents over MCP.

Quick Answer: Moxie Docs and Dosu both keep documentation current from code changes and serve agents over MCP. Moxie Docs focuses on documentation written from your GitHub repository, proposed as docs-only pull requests, on flat per-repository pricing. Dosu is a broader team knowledge layer that also syncs Notion, Confluence, and Coda and answers in Slack and Microsoft Teams, with credit-based plans.

Comparison Matrix

Scannable Feature Comparison

See how Moxie Docs stacks up against Dosu in core capabilities, authoring workflows, and total cost of ownership.

Primary Focus

Moxie Docs

Codebase documentation generated from source: architecture, conventions, and gaps

Dosu

Team and agent knowledge layer that captures what teams learn and keeps docs fresh

Where Knowledge Comes From

Moxie Docs

Your GitHub repository: source, tests, existing docs, and history

Dosu

GitHub or GitLab repos, plus synced docs from Notion, Confluence, Coda, and team chat

Keeping Docs Current

Moxie Docs

Per-merge drift checks, docs-only pull requests, and weekly Friday Cleanup PRs

Dosu

Monitors repository changes and updates docs alongside pull requests

Agent Context

Moxie Docs

Native MCP server for Cursor, Claude Code, Codex, and other MCP clients

Dosu

MCP server, added with a single command

Chat Integrations

Moxie Docs

Slack posts for the Friday Recap and new docs pull requests

Dosu

Ask questions and capture knowledge in Slack and Microsoft Teams

Pricing Model

Moxie Docs

Free on 1 repository; paid plans from $29/mo for up to 5 repositories

Dosu

Free for public repos; Pro listed at $16/mo ($192 billed upfront) with 4,000 monthly credits; Enterprise custom

When teams pick Moxie Docs over Dosu

  • Documentation is generated from repository source - not hand-written MDX or wiki pages.
  • Drift detection and Friday Cleanup PRs keep docs aligned with every merge.
  • The same index powers MCP context for Cursor, Claude Code, Codex, and Windsurf.

Target Audience

GitHub teams who want architecture docs, conventions, and agent instruction files generated from the code and kept current through docs-only pull requests, on flat per-repository pricing.

The Core Difference

Dosu is a knowledge layer for teams and coding agents: install it on GitHub or GitLab and it monitors changes to keep docs fresh, syncs existing docs from Notion, Confluence, Coda, or a repo, answers questions in Slack and Microsoft Teams, and exposes an MCP server. Moxie Docs is narrower and deeper on the codebase itself: a GitHub App that indexes your repository, writes architecture pages and conventions from source, opens docs-only pull requests when code drifts from them, and serves the same context to coding agents over MCP.

Deep Dive

Why teams choose Moxie Docs over Dosu

Both tools update documentation from code changes and give agents context over MCP. Pick Dosu if you want one knowledge layer across chat tools and wikis like Notion and Confluence. Pick Moxie Docs if the documentation you care about is about the code - architecture, module boundaries, conventions, and AGENTS.md - and you want it generated from source, reviewed as pull requests, and priced per repository rather than by usage credits.

Docs Written From the Code

Moxie Docs reads the repository and writes architecture pages, conventions, and walkthroughs with source citations, so the starting point is your code rather than knowledge someone has to capture first.

Docs-Only Pull Requests

When a merge makes documentation stale, Moxie Docs proposes the fix as a docs-only pull request in your repo. Nothing changes without your team's normal review.

Flat, Per-Repository Pricing

Plans are priced by repository count, not usage credits, so a busy week of merges does not change the bill.

FAQ

Frequently Asked Questions

Get quick answers to the most common questions developers ask when comparing Moxie Docs to other platforms.

Switching from Dosu?

There’s nothing to migrate.

Moxie Docs reads your repository and regenerates this documentation from your source code in minutes. No content export, no MDX rewrite, no copy-paste. Keep Dosu running while you compare the output side by side.

Connect GitHub free

Get Started

Ready to stop manual updates?

Connect your GitHub repository and let Moxie Docs create, maintain, and sync your codebase documentation. Start free on one repository, no card required.