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docs: align documentation with multi-university platform and 25-tool MCP surface - #62

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fix/docs-multi-university
Sep 27, 2026
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andrewmuratov merged 1 commit into
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fix/docs-multi-university

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This PR updates developer documentation across docs.gapwise.ca to accurately reflect Gapwise as a multi-university platform supporting 11 universities and 13 campus models:

  • Synchronizes the MCP live surface contract manifest and documents all 25 registered tools (12 public reads, 12 private reads, 1 private write).
  • Documents multi-university discovery endpoints (/v1/universities, /v1/campuses) and parameters across API, SDKs, and data distribution.
  • Adds Carleton University examples alongside UTM across REST API, TypeScript SDK, and Python SDK.
  • Updates institutional independence disclaimers and governance references.

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@andrewmuratov
andrewmuratov merged commit ac69a7e into main Sep 27, 2026
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andrewmuratov deleted the fix/docs-multi-university branch September 27, 2026 00:29

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