Copilot Studio Friction Index MCP Server

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

answering

Copilot Studio Friction Index is answering right now. Last checked 7 min ago. It exposes 7 tools.

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

Uptime history 43 hours of history · worst hour 75%

43 hours agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

204 ms

Response time

average over 24h

open, no key

Access

streamable-http

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 7 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

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

~/Library/Application Support/Claude/claude_desktop_config.json

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

~/.codex/config.toml

[mcp_servers.copilot-studio-friction-index]
url = "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

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

Available tools 7

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

frictions

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.

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 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.

current

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).

friction

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 steps, fallback, prevention). Cite the returned URL; a German version exists at the german_version URL.

lookup

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.

pattern

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.

patterns

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.

Endpoints

URL	Transport	State	Latency	Checked
https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp	streamable-http	answering	203 ms	7 min ago

Copilot Studio Friction Index — questions

Answers built from our own checks of this server.

What can Copilot Studio Friction Index do?

It exposes 7 tools, read directly from the server on our last check. Among them: get_current_drift, get_friction_record, get_pattern, list_frictions, list_patterns, lookup_error and 1 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Copilot Studio Friction Index working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 204 ms. The bar chart above shows every period we have measured.

How do I connect Copilot Studio Friction Index?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Copilot Studio Friction Index need an API key?

No. Copilot Studio Friction Index completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 7 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Copilot Studio Friction Index?

It answers our handshake in 204 ms on average, which is faster than 62% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.