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io.github.AdrianStauffer/copilot-studio-friction-index

by AdrianStauffer · remote · no sign-in to list tools · v1.0.0 · published by GitHub user AdrianStauffer

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

Read only
CompareRegistry entry

7 tools: 7 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http copilot-studio-friction-index https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

7 tools

Only reads 7Claude Code: allow
  • get_current_driftWhat 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 fir…No findings

    Why it is in this group

    • The name "get_current_drift" says "get": a word for reading.
    Description, as the server wrote it
    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).

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: true
  • get_friction_recordThe complete friction record for a slug: status, dates, confidence, severity, time cost, categories, channels, license context, error codes/messages, dated evidence list, and the s…No findings

    Why it is in this group

    • The name "get_friction_record" says "get": a word for reading.
    Description, as the server wrote it
    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 steps, fallback, prevention). Cite the returned URL; a German version exists at the german_version URL.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: true
  • get_patternThe 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.No findings

    Why it is in this group

    • The name "get_pattern" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: true
  • list_frictionsBrowse the register: compact list of all published friction records, sorted by last-verified date (newest first).No findings

    Why it is in this group

    • The name "list_frictions" says "list": a word for reading.
    Description, as the server wrote it
    Browse the register: compact list of all published friction records, sorted by last-verified date (newest first). Filter by status and/or category.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: true
  • list_patternsAll reusable build patterns that prevent whole classes of Copilot Studio friction before they happen (e.g.No findings

    Why it is in this group

    • The name "list_patterns" says "list": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: true
  • lookup_errorExact/substring match against all known Copilot Studio error codes and error messages in the register.No findings

    Why it is in this group

    • The name "lookup_error" says "lookup": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: true
  • search_frictionsRanked search over the Copilot Studio Friction Index.No findings

    Why it is in this group

    • The name "search_frictions" says "search": a word for reading.
    Description, as the server wrote it
    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 a fix). Use this when the user describes a Copilot Studio problem, symptom or keyword. Returns compact records with slug, status, severity, last-verified date and the citable powerleap.ch URL.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http copilot-studio-friction-index https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__copilot-studio-friction-index__search_frictions",
      "mcp__copilot-studio-friction-index__lookup_error",
      "mcp__copilot-studio-friction-index__get_friction_record",
      "mcp__copilot-studio-friction-index__list_frictions",
      "mcp__copilot-studio-friction-index__get_current_drift",
      "mcp__copilot-studio-friction-index__list_patterns",
      "mcp__copilot-studio-friction-index__get_pattern"
    ],
    "ask": [],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as copilot-studio-friction-index. Review it before you use it.