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Query documentation for open-source repos. DeepWiki gives agents AI-powered access to documentation for any public GitHub repository — browse wiki structures, read content, and ask natural-language questions grounded in the repo’s code.

Setup

  1. Go to Integrations and find DeepWiki
  2. Click Connect
  3. Enter your DeepWiki API key (currently free, no authentication required — enter any placeholder value)
  4. Click Save — Proliferate will test the connection automatically
DeepWiki is currently free and does not require authentication. It works for any public GitHub repository indexed on deepwiki.com.

Available tools

ToolDescription
read_wiki_structureGet the documentation topic/structure outline for a GitHub repository
read_wiki_contentsFetch the full wiki documentation content for a repository
ask_questionAsk a natural-language question about a repository and get an AI-powered answer grounded in the code

Use cases

  • Research how a third-party library works before making changes (e.g., “how does Drizzle ORM handle migrations?”)
  • Enrich automation context with documentation from upstream dependencies
  • Answer questions about open-source repos referenced in issues or PRs
The tools listed above may not be exhaustive and can change as DeepWiki updates their MCP server. See DeepWiki for the latest.