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Copilot Studio Friction Index

io.github.AdrianStauffer/copilot-studio-friction-index · v1.0.0

Evidence-based register of known Copilot Studio errors and limits, with dated, human-verified fixes.

Connect Remote server

Terminal
claude mcp add --transport http copilot-studio-friction-index https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "copilot-studio-friction-index": {
      "url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "copilot-studio-friction-index": {
      "type": "http",
      "url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp

Tools 7 found in our last check

  • search_frictions

    Ranked search over the Copilot Studio Friction Index. Exact error-code/message hits rank first, then title, alias, summary and symptom-checklist matches (solution bodies are NOT searched — an empty result means no record is indexed under these terms, not that the register lacks…

  • lookup_error

    Exact/substring match against all known Copilot Studio error codes and error messages in the register. The fastest path when you have a verbatim error string (e.g. "FlowActionTimedOut"). Returns the matching record(s) with the citable URL.

  • get_friction_record

    The complete friction record for a slug: status, dates, confidence, severity, time cost, categories, channels, license context, error codes/messages, dated evidence list, and the six body sections as markdown (symptom checklist, cause, fix with solution classes, verification ste…

  • list_frictions

    Browse the register: compact list of all published friction records, sorted by last-verified date (newest first). Filter by status and/or category.

  • get_current_drift

    What is currently broken or regressed in Microsoft Copilot Studio, per the continuously verified Friction Index: all records with status open or regressed (newest status change first) plus register health counts (total records, share verified within 90 days, status distribution).

  • list_patterns

    All reusable build patterns that prevent whole classes of Copilot Studio friction before they happen (e.g. async continuation for the 100-second flow limit), each with its problem class and related records.

  • get_pattern

    The complete prevention pattern for a slug: the pattern, when to use it, and step-by-step instructions as markdown, plus the friction records it protects against.

Details

Endpointhttps://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp (Streamable HTTP)
First published13 Jul 2026
Last updated13 Jul 2026
Registry nameio.github.AdrianStauffer/copilot-studio-friction-index

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