Connect-MCP

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

io.github.AdrianStauffer/copilot-studio-friction-index · v1.0.0

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

MCPremoteno credentialsMessagingDocuments & PDF

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 7 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 100/100

What it does: 7 tools · 7 read, 0 write · Messaging, Documents & PDF

Test call list_frictions: worked (1,137 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

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

Tools

7 tools listed at last check
  • 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
  • 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 steps, fallback, prevent
  • 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.

Badge

Connect-MCP badge for io.github.AdrianStauffer/copilot-studio-friction-index

Markdown for your README
[![Connect-MCP](https://clawy.uk/mcp/badge/io.github.AdrianStauffer/copilot-studio-friction-index.svg)](https://clawy.uk/mcp/s/io.github.AdrianStauffer/copilot-studio-friction-index)

Website