WWikis

What is Wikis?

AI-powered documentation that understands your codebase — generated automatically, browsable instantly.

Wikis turns any Git repository into a rich, searchable knowledge base in minutes. Point it at a GitHub, GitLab, Bitbucket, or Azure DevOps repo, and Wikis will:

  1. Clone and index the codebase using tree-sitter parsers and semantic embeddings
  2. Generate structured documentation — pages, sections, architecture diagrams — via LangGraph agents
  3. Let you ask questions in natural language against the actual code, with two modes: fast Q&A and deep multi-step research

No config files. No YAML. Just a URL.

Key features

Automatic wiki generation

From a single repo URL, Wikis generates dozens of interconnected documentation pages covering architecture, APIs, data flows, and more.

AI Q&A on your code

Ask anything about the codebase directly inside the wiki viewer. Answers are grounded in the actual source code, not hallucinated.

Deep Research mode

For complex questions, Deep Research runs a multi-step agent that cross-references files, follows dependencies, and synthesises a thorough answer.

MCP integration

Connect Claude Code, Cursor, Windsurf, or VS Code to Wikis via the Model Context Protocol. Your AI editor gets live access to every indexed repo.

Architecture diagrams

Wikis generates Mermaid diagrams embedded directly in wiki pages — sequence diagrams, component graphs, data flow charts.

Sharing & collaboration

Keep wikis private or share them with your whole team with a single click. Shared wikis are readable by every authenticated user.

How it works

Your repo URL


Clone & parse (tree-sitter, 14+ languages)


Build index (FAISS vector store + BM25 + SQLite FTS5)


Plan structure (LLM outlines sections & pages)


Generate pages (LangGraph parallel writer agents)


Browsable wiki with Q&A ⚡

The entire pipeline runs server-side. Progress streams to your browser in real time via SSE — you watch pages appear as they are written.

Supported repository sources

PlatformURL formatNotes
GitHubgithub.com/owner/repoPublic and private; PAT (ghp_…) for private
GitLabgitlab.com/owner/repoPersonal access tokens (glpat-…)
Bitbucketbitbucket.org/owner/repoUsername + app password
Azure DevOpsdev.azure.com/org/project/_git/repoPersonal access token
Local path/home/user/my-projectMust be in ALLOWED_LOCAL_PATHS

Supported LLM providers

OpenAI · Anthropic · Google Gemini · Ollama (local) · AWS Bedrock · any OpenAI-compatible endpoint


Ready? Jump to the Quickstart to generate your first wiki in under five minutes.