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copilot-studio-friction-index

Server Details

Search Copilot Studio errors and symptoms in English or German, with dated evidence and cited fixes.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
URL
ChatGPT
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Claude
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TDQS

A3.9/5.0

Scored across 7 tools

Disambiguation4/5

Most tools occupy distinct niches (browse-all vs. slug-lookup vs. current-regression view), and descriptions explicitly differentiate the riskiest pair: lookup_error for verbatim error strings and search_frictions for described symptoms. The remaining overlap between list_frictions filters, get_current_drift (a status-filtered list), and search_frictions is real but well signposted, so an agent has clear guidance on which to pick.

Naming Consistency5/5

All seven names are snake_case with a clear verb-first pattern (get_/list_/lookup_/search_) and nouns that match the resource vocabulary (friction record, pattern, error). The singular/plural distinction is used meaningfully: get_* takes a slug, list_* returns collections.

Tool Count5/5

Seven tools is right-sized for a curated, read-mostly knowledge register: lookup paths (slug, error string, keyword), browse paths (records, patterns), and one status/drift view. No tool looks redundant with another's core purpose, and nothing feels like it was added for padding.

Completeness4/5

The surface covers the full read lifecycle: discover (list/search/lookup), inspect (get_friction_record with all six body sections plus evidence), and prevent (patterns), with a dedicated drift/health view. The acknowledged gap is that solution bodies are not searchable and there is no pattern-side search or cross-link traversal from a record to related patterns, though list_patterns and the record's related-records list let an agent work around it.

Available Tools

7 tools
get_current_driftGet current drift (status page)A
Read-only
Inspect

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).

Inputs: locale.

get_friction_recordGet a full friction recordA
Read-only
Inspect

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.

Inputs: slug (required), locale.

get_patternGet a full patternA
Read-only
Inspect

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 (required), locale.

list_frictionsList friction recordsA
Read-only
Inspect

Browse the register: compact list of all published friction records, sorted by last-verified date (newest first). Filter by status and/or category.

Inputs: locale, status, category.

list_patternsList prevention patternsB
Read-only
Inspect

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.

Inputs: locale.

lookup_errorLook up a verbatim errorA
Read-only
Inspect

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 (required), locale.

search_frictionsSearch friction recordsA
Read-only
Inspect

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.

Inputs: query (required), limit, locale, status, +1 more.

Tool Schema Changelog

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