MCP server

Copilot Studio Friction Index

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

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Working at last checkAbout 1,276 tokens per request once connected7 tools

Website

https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp

At a glance

Type: MCP server
Publisher: Not verified
Status: Working at last check
Tools: 7
Token cost: About 1,276 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to Cursor Add to VS Code VS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.copilot-studio-friction-index]
url = "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"

Gemini CLI

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

Cursor

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

VS Code

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

Antigravity

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

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"copilot-studio-friction-index","server_url":"https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp","require_approval":"always"}

Grok (xAI API tools)

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

Tools

get_current_drift ~116 tokens
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).
get_friction_record ~181 tokens
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, prevent
get_pattern ~116 tokens
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.
list_frictions ~232 tokens
Browse the register: compact list of all published friction records, sorted by last-verified date (newest first). Filter by status and/or category.
list_patterns ~93 tokens
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.
lookup_error ~141 tokens
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.
search_frictions ~397 tokens
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

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