Copilot Studio Friction Index

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

• Connection: Runs in the cloud
• Transport: Streamable HTTP
• Category: Other

Install

Pick the AI app you use, then copy the settings.

Passed 2/3 checks · What you ask goes through the maker’s server (pcghrrzwqshejvifoxjq.supabase.co)

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

{
  "mcpServers": {
    "copilot-studio-friction-index": {
      "url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
    }
  }
}

{
  "servers": {
    "copilot-studio-friction-index": {
      "type": "http",
      "url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
    }
  }
}

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast

All apps, with pros and cons →

What it can do

Tool names and descriptions exactly as the server reported them on Nov 10, 2026. The maker wrote them, not us; we show them as plain text.

• 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 a

• 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 step

• 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.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 11, 2026

• ! Caution

  Maker matches the repo

  The publisher (AdrianStauffer) is not the repo owner (AdrianStauffer); someone else may have listed it

• … Not checked yet

  Still maintained

  We have not read this repo from GitHub yet

• … Not checked yet

  Has a licence

  We have not read this repo from GitHub yet

• ✓ Pass

  Endpoint responds

  Responded in 149 ms (HTTP 200)

• – Not applicable

  Sign-in with OAuth

  No sign-in needed

• ✓ Pass

  No hidden instructions in tool descriptions

  Read 7 tool descriptions and found no hidden instructions to the AI

User reviews

No reviews yet

Sign in with Google to write a review

Compared with others in Otheri

• More stars than 0% of the other 19162 servers in this category
• Published to the registry more recently than 14% of the other 19162 servers in this category
• Basic checks equal to or better than 41% of the other 19162 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

World Monitor

Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.

by koala73·Widely used·★ 90.5K·Updated 6 days ago

Runs in the cloud✓ worldmonitor.app

Install

Claude Flow

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

by ruvnet·Widely used·↓ 13.5K/wk·★ 81.4K·Updated 14 months ago

Runs on your computer

Install

Tldraw

Draw and visually collaborate with your agents on tldraw's canvas.

by tldraw·Widely used·★ 51.4K·Updated 8 months ago

Runs in the cloud

Install

README from the maker

No README found in the repo