Moxie Docs
AI-powered living documentation for GitHub repos that auto-generates docs, detects drift on every merge, and exposes an MCP server for coding agents.
At a Glance
About Moxie Docs
Moxie Docs connects to your GitHub repositories via a scoped GitHub App and generates architecture pages, convention summaries, and module walkthroughs cited directly to source code. It re-indexes on every merge, flags stale or missing documentation as advisory PR checks, and opens weekly "Friday Cleanup" pull requests so teams can review and merge docs fixes without anything auto-merging. Built by Jackalope Digital LLC, the product is actively available with a 14-day trial.
What It Is
Moxie Docs is a living documentation platform for software teams. It sits between your GitHub repository and your AI coding agents, continuously generating and updating documentation from source code and serving that context to tools like Cursor, Claude Code, and Codex over the Model Context Protocol (MCP). The core problem it addresses is documentation drift — the gap that widens between written docs and the actual codebase as code ships faster than anyone can document it.
How the Workflow Runs
The product operates in three phases:
- Setup (once): Install the scoped GitHub App on chosen repos, start the trial, and run the first index. Moxie reads source, tests, docs, and history, then produces architecture pages, convention rules, gap reports, and an MCP endpoint.
- Every PR and merge: Advisory PR checks flag stale or missing docs before merge. When code lands, affected documentation is re-checked, regenerated with cited diffs, and queued for review. RFCs citing never-built paths are not treated as deletions.
- Every Friday: A single docs-only pull request batches the week's documentation drift for team review. Nothing auto-merges; the team holds the merge button.
MCP Context Layer for AI Agents
Every plan includes an MCP server endpoint at /api/mcp with OAuth and bearer-token access. MCP-compatible agents and editors — including Cursor, Claude Code, Windsurf, Codex, Cline, JetBrains, and others — can query it for current documentation, verified conventions, and open gaps instead of re-crawling the repository on every prompt. The product exposes MCP tools including moxie.get_doc_gaps, moxie.get_doc_impact, and moxie.propose_doc_update, so missing docs can land in the same PR as the code change.
Public Knowledgebase (Beta)
A newer feature lets teams publish a hosted help center from the same reviewed documentation. Teams choose an audience — end users, developers integrating an API, or both — and Moxie drafts articles from the codebase. Drafts stay private until a human publishes them. The knowledgebase is hosted on a moxiedocs.app subdomain, with custom domains described as coming soon on Pro and Team plans.
Security and Access Model
Moxie connects through a GitHub App scoped only to the repositories the team selects. Tokens are encrypted server-side. Secrets, environment files, and dependency folders are skipped during indexing. Documentation changes are proposed exclusively as draft pull requests — the team reviews and merges every one. Branch protection integration allows teams to require Moxie's PR checks as hard gates before merge.
Language and Repository Support
Documentation and search work with any GitHub repository. The product recognizes TypeScript, JavaScript, Python, Go, Rust, Ruby, Java, PHP, SQL, Svelte, Vue, Kotlin, Swift, Elixir, and Zig, with the deepest structured convention analysis (symbol and import graphs) available for TypeScript/JavaScript and Python. Large monorepos are supported with incremental re-indexing after the initial baseline; ignored paths can be configured to skip generated folders and vendored dependencies.
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Pricing
14-Day Trial
Full access to any plan for 14 days. No charge today. Cancel anytime.
- Connect GitHub repo
- Generate docs from real repository
- Search workspace
- MCP context endpoint
- Gap detection
Starter
For solo builders and small teams. Up to 5 private repos, one flat price.
- Up to 5 active private repositories
- 1 seat
- 2,000 indexed files per repo
- 10 doc update PRs per repo each month
- Searchable docs
- Bookmarks and highlights
- Convention summary
- MCP context endpoint
Pro
For growing teams. Up to 15 private repos with Friday Recaps and Cleanup PRs.
- Up to 15 active private repositories
- 10 seats
- 5,000 indexed files per repo
- Weekly Friday Cleanup
- 25 cleanup PRs per repo each month
- Friday Recap reports
- Incremental doc updates
- Automated Cleanup PR drafts
- Usage analytics
- MCP context endpoint
Team
For organizations. Up to 50 private repos with priority indexing and unlimited seats.
- Up to 50 active private repositories
- Unlimited team seats
- 15,000 indexed files per repo
- Weekly Friday Cleanup
- 50 cleanup PRs per repo each month
- Priority indexing queue
- Friday Recap reports
- Incremental doc updates
- Automated Cleanup PR drafts
- MCP context endpoint
Capabilities
Key Features
- Auto-generates architecture docs, conventions, and walkthroughs from source code
- Drift detection on every merged pull request
- Advisory PR checks that flag stale or missing documentation
- Friday Cleanup: weekly docs-only pull request for team review
- MCP server endpoint for AI coding agents (Cursor, Claude Code, Codex, Windsurf, etc.)
- Searchable documentation workspace
- Bookmarks and highlights
- Convention detection (naming rules, import patterns, folder structures)
- PR description alignment against templates and conventions
- Public knowledgebase hosting (beta)
- Slack integration for Friday Recaps and drift alerts
- Auto-generated developer changelogs on every merge
- Incremental re-indexing after initial baseline
- Scoped GitHub App with encrypted tokens
- Free browser-based tools: README Generator, AGENTS.md Generator, ADR Generator, .cursorrules Generator, CLAUDE.md Generator, .windsurfrules Generator, Mermaid Diagram Editor, SQL to ER Diagram, llms.txt Generator, llms.txt Validator
