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AutomaDocs

automadocs.com

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Spec score 9.2 #1 of 28 in AI Documentation Generators

What it is

AutomaDocs generates documentation from GitHub repositories and updates it when code changes are pushed. It can produce README files, API references, function notes, architecture overviews, and getting-started guides. An AI chat interface answers plain-language codebase questions and cites related files and functions. JavaScript, TypeScript, and Python receive deep Tree-sitter parsing, while Claude AI can analyze other languages directly. GitHub OAuth and webhooks provide repository connections, and documentation can be accessed by Claude Code and Cursor through MCP. Users may edit generated pages; the service says those edits are preserved and merged with later AI updates. Health scores show the share of functions with documentation, with 80% or higher marked green and below 40% red. The hosted service has a free plan for one repository and 50 monthly chat messages. Pro costs $39 a month, billed annually at $470 per year. Self-hosting uses Docker Compose and setup scripts.

Spec sheet

What it does
AutomaDocs connects GitHub repositories, generates technical documentation, refreshes it after code pushes, and answers code questions with source citations.Read 15 Oct 2026 · automadocs.com
Purpose
AutomaDocs generates documentation from GitHub repositories and refreshes it when code changes are pushed.Read 3 Oct 2026 · automadocs.com
Intended users
AutomaDocs describes its audience as engineering managers and tech leads at small and mid-size product teams that ship in GitHub.Read 3 Oct 2026 · automadocs.com
Integrations
AutomaDocs connects to GitHub through OAuth and webhooks, and its documentation can be used by Claude Code and Cursor through MCP.Read 3 Oct 2026 · automadocs.com
Security
The security page describes TLS, application-level ownership checks, webhook signature validation, and rate limiting, and says AutomaDocs does not claim a specific third-party certification.Read 3 Oct 2026 · automadocs.com
Support
Support is self-serve with email for bugs or billing; the company says it typically replies within a few business days and offers no 24/7 phone line, SLA, or account manager.Read 3 Oct 2026 · automadocs.com
License
The reviewed official pages do not state an open-source license for the AutomaDocs product.Read 15 Oct 2026 · automadocs.com
AI chat
The chat answers plain-language repository questions using hybrid keyword and semantic retrieval and links to files and line numbers.Read 15 Oct 2026 · automadocs.com
Authentication security
Authentication uses GitHub OAuth, optional Google OAuth, JWTs, HTTP-only cookies, and CSRF protection.Read 15 Oct 2026 · automadocs.com
Automatic synchronization
GitHub webhooks trigger regeneration for changed files after pushes, typically completing in under two minutes.Read 15 Oct 2026 · automadocs.com
Changelog update
A March 2026 release fixed webhook auto-sync reliability and added weekly health-score email reports.Read 15 Oct 2026 · automadocs.com
Code analysis
Tree-sitter parsing combined with Claude analyzes code structure, signatures, relationships, and patterns.Read 15 Oct 2026 · automadocs.com
Code questions
Its AI chat answers plain-language questions about a codebase and cites the relevant files and functions.Read 3 Oct 2026 · automadocs.com
Company founder
AutomaDocs identifies Liz Stein as its founder and says she built it after repeatedly answering code questions in Slack.Read 15 Oct 2026 · automadocs.com
Company headquarters
No headquarters location is stated on the reviewed official AutomaDocs pages.Read 15 Oct 2026 · automadocs.com
Compliance limitation
AutomaDocs says it does not claim a specific third-party certification such as SOC 2 unless it publishes an attestation.Read 15 Oct 2026 · automadocs.com
Data deletion
The privacy policy says repository documentation and embeddings are removed within 24 hours after repository deletion, and account deletion removes associated data immediately.Read 3 Oct 2026 · automadocs.com
Data handling
The privacy policy says repository content is processed by Anthropic Claude, may be processed by OpenAI if Claude is temporarily unavailable, and is not used by subprocessors to train AI models.Read 3 Oct 2026 · automadocs.com
Data processors
Repository data is processed by Anthropic Claude, Pinecone, and sometimes OpenAI; the policy says subprocessors do not train models on customer code.Read 15 Oct 2026 · automadocs.com
Deletion
Repository documentation and embeddings are removed within 24 hours after repository deletion, while account deletion removes data immediately.Read 15 Oct 2026 · automadocs.com
Developer surfaces
AutomaDocs advertises a CLI, GitHub Action, MCP server, and integrations with Claude Code, Cursor, Windsurf, and VS Code.Read 15 Oct 2026 · automadocs.com
Documentation types
It can generate READMEs, API references, function notes, architecture overviews, and getting-started guides.Read 15 Oct 2026 · automadocs.com
Editing
Users can edit generated documentation pages.Read 15 Oct 2026 · automadocs.com
Export
Documentation can be exported as Markdown.Read 15 Oct 2026 · automadocs.com
Founded year
No formal company founding year is stated; the changelog records the product's public launch in January 2026.Read 15 Oct 2026 · automadocs.com
GitHub integration
GitHub OAuth and webhooks are supported, with an optional GitHub App for enhanced permissions.Read 15 Oct 2026 · automadocs.com
Health scores
Health scoring tracks documentation coverage, freshness, and completeness and can send weekly reports.Read 15 Oct 2026 · automadocs.com
Human review guidance
The feature documentation recommends treating generated pages as drafts and reviewing examples, edge cases, and naming before publication.Read 15 Oct 2026 · automadocs.com
Independent architecture report
A DEV Community article describes the system as Tree-sitter AST analysis, Claude generation, webhook synchronization, and RAG retrieval using BM25, Pinecone, and reciprocal-rank fusion.Read 15 Oct 2026 · dev.to
Independent language limitation
The DEV article says supporting more than 15 languages initially was overly ambitious and recommends focusing first on JavaScript, TypeScript, and Python.Read 15 Oct 2026 · dev.to
Independent launch description
A Reddit launch post describes AutomaDocs as generating always-current GitHub documentation and answering codebase questions with links back to source.Read 15 Oct 2026 · reddit.com
Independent technical limitation
The DEV article says generation-status updates currently use polling and identifies WebSockets as a future improvement.Read 15 Oct 2026 · dev.to
Launch date
The changelog records a public launch in January 2026 with GitHub OAuth, Claude generation, Tree-sitter analysis, health scores, and vector search.Read 15 Oct 2026 · automadocs.com
Maker background
The maker's portfolio describes Elizabeth Stein as a full-stack engineer and designer and says she is the sole developer on another production Dynamics 365 platform.Read 15 Oct 2026 · elizabethannstein.com
Maker identity
Elizabeth Stein's portfolio lists AutomaDocs as a personal project from 2024–2026 with live Stripe checkout and GitHub-push documentation rebuilding.Read 15 Oct 2026 · elizabethannstein.com
MCP server
The MCP endpoint is https://api.automadocs.com/api/mcp/rpc and supports bearer or X-API-Key authentication.Read 15 Oct 2026 · automadocs.com
MCP tools
The MCP server exposes list_repos, search_docs, read_doc, get_coverage, and ask_question tools.Read 15 Oct 2026 · automadocs.com
Parsing
JavaScript, TypeScript, and Python receive deep Tree-sitter parsing, while Claude AI can analyze other languages directly.Read 3 Oct 2026 · automadocs.com
REST API
Pro and Team include REST API access for generating, updating, and querying documentation.Read 15 Oct 2026 · automadocs.com
Security transport
The service uses HTTPS/TLS between browsers and its services.Read 15 Oct 2026 · automadocs.com
Self-hosting
Docker Compose and setup scripts in the repository support running a self-hosted stack, while managed cloud is the default.Read 15 Oct 2026 · automadocs.com
Support limitation
Support is self-serve with email for bugs or billing, normally answered within a few business days, without phone support, SLA, or account manager.Read 15 Oct 2026 · automadocs.com
Supported languages
JavaScript, TypeScript, Python, Go, Rust, and Java receive full Tree-sitter parsing; other languages receive best-effort Claude analysis.Read 15 Oct 2026 · automadocs.com
Webhook security
Webhook signatures are validated with SHA-256 HMAC and rate limiting is used against abuse.Read 15 Oct 2026 · automadocs.com

Plans and prices

Free Free 1 repository · 50 AI chat messages/month · core documentation generation · GitHub integration · auto-sync on push · self-serve help Read 15 Oct 2026 · automadocs.com
Pro $39 a month Billed $470/year 20 repositories · unlimited AI chat · auto-sync · full API + MCP access · async account and billing email Read 15 Oct 2026 · automadocs.com
Team $119 a month Billed $1430/year Unlimited repositories · 10 seats · custom documentation domains · SSO (SAML, OIDC) · API access · audit logs · unlimited AI chat Read 15 Oct 2026 · automadocs.com
Custom Priced on request Annual invoicing available Volume or unusual procurement · same platform and features as Team · no custom SLAs · no dedicated representatives Read 15 Oct 2026 · automadocs.com

Every AutomaDocs plan and price →

Strong points and limits

Strong points

  • Generates several documentation types from repositories
  • Refreshes documentation automatically after pushes
  • Answers code questions with file and function citations
  • Supports hosted use or self-hosting
  • Offers a free plan for one repository

Limits

  • Free plan limits AI chat to 50 messages monthly
  • Managed cloud is the default hosting model
  • Repository content is processed by external AI providers
  • Support has no 24/7 phone line or SLA

Who it suits

AutomaDocs is aimed at engineering managers and tech leads on small or mid-size teams that ship code through GitHub.

Verdict

AutomaDocs combines repository syncing, generated documentation, code questions, and editable pages. Its free tier supports a small repository setup, while larger teams need paid plans or self-hosting decisions.

Where Specifiction places it

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