io.github.AdrianStauffer/copilot-studio-friction-index is a remote MCP server that gives an AI agent 7 tools, among them get_current_drift, get_friction_record, get_pattern. It answers at https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 10 September 2026; the last check, on 19 October 2026, succeeded.
Evidence-based register of known Copilot Studio errors and limits, with dated, human-verified fixes.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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 verifi |
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 Inputs: slug |
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. Inputs: slug |
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. Inputs: status, category |
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. |
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. Inputs: error |
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 th Inputs: query, category, status, limit |
Every block below points at https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp. Pick your client and copy.
claude mcp add --transport http io-github-adrianstauffer-copilot https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp
{
"mcpServers": {
"io-github-adrianstauffer-copilot": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"]
}
}
}{
"mcpServers": {
"io-github-adrianstauffer-copilot": {
"url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
}
}
}{
"servers": {
"io-github-adrianstauffer-copilot": {
"type": "http",
"url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
}
}
}{
"context_servers": {
"io-github-adrianstauffer-copilot": {
"url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
}
}
}{
"mcpServers": {
"io-github-adrianstauffer-copilot": {
"serverUrl": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
}
}
}{
"mcpServers": {
"io-github-adrianstauffer-copilot": {
"url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
}
}
}name: io.github.AdrianStauffer/copilot-studio-friction-index
version: 0.0.1
schema: v1
mcpServers:
- name: io.github.AdrianStauffer/copilot-studio-friction-index
type: streamable-http
url: https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp{
"mcpServers": {
"io-github-adrianstauffer-copilot": {
"httpUrl": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
}
}
}{
"mcpServers": {
"io-github-adrianstauffer-copilot": {
"type": "http",
"url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
}
}
}{
"mcpServers": {
"io-github-adrianstauffer-copilot": {
"url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp"
}
}
}goose://extension?url=https%3A%2F%2Fpcghrrzwqshejvifoxjq.supabase.co%2Ffunctions%2Fv1%2Ffriction-mcp&type=streamable_http&id=io-github-adrianstauffer-copilot&name=io.github.AdrianStauffer/copilot-studio-friction-index
It answered our last check on 19 October 2026 in 231 ms. Over 6 checks since 10 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
7, as returned by the server's own tools/list on 12 September 2026: get_current_drift, get_friction_record, get_pattern, list_frictions, list_patterns, lookup_error, search_frictions.
It answered our last check on 19 October 2026 in 231 ms. Over 6 checks since 10 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.adrianstauffer. Endpoint host: pcghrrzwqshejvifoxjq.supabase.co. ARD identifier: urn:air:io.github.adrianstauffer:mcp:copilot-studio-friction-index.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.