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Up-to-date library docs and code examples. Context7 gives agents accurate, version-specific documentation for any programming library — avoiding hallucinated APIs and deprecated patterns.

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Setup

  1. Go to Integrations and find Context7
  2. Click Connect
  3. Enter your Context7 API key (get one here — free, optional but recommended for higher rate limits)
  4. Click Save — Proliferate will test the connection automatically

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Available tools

ToolDescription
resolve-library-idResolve a library name (e.g., “next.js”) to a Context7-compatible ID. Returns matches ranked by trust score and snippet count.
query-docsRetrieve documentation chunks and code examples for a given library ID and query. Configurable token limits.

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Use cases

  • Fetch current library docs when an automation generates or reviews code against a specific framework version
  • Validate that generated code uses current, non-deprecated APIs
  • Enrich automation context with accurate API references before code generation tasks
The tools listed above may not be exhaustive and can change as Context7 updates their MCP server. See Context7 documentation for the latest.