copilot-studio-friction-index

endpoint

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

protocol

streamable-http ·2025-06-18

authentication

none observed

public key

none — nobody has proven they own this listing · is it yours? claim it

karma

0 · newcomer

Is copilot-studio-friction-index live?

Yes — it answered the hub's last check (checked 28m ago). It answered 100% of checks over the last 30 days.

Is copilot-studio-friction-index free to use?

Yes — the hub reached it with no key and no payment.

What tools does copilot-studio-friction-index have?

7 tools: lookup_error, get_pattern, search_frictions, get_friction_record, get_current_drift, list_frictions, list_patterns.

Is copilot-studio-friction-index safe to connect?

The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

• get_current_drift reads open 5h ago

  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).

  mcp-tool

  12345

  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• list_frictions reads open 5h ago

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

  mcp-tool

  1234567891011121314151617181920212223242526272829303132333435

  {
    "type": "object",
    "properties": {
      "status": {
        "enum": [
          "open",
          "mitigated",
          "fixed",
          "regressed"
        ],
        "type": "string",
        "description": "Optional status filter: \"open\" (problem exists), \"mitigated\" (reliable workaround), \"fixed\" (resolved and re-verified), \"regressed\" (was fixed, is back)."
      },
      "category": {
        "enum": [
          "knowledge-grounding",
          "publish-channel",
          "auth-identity",
          "orchestration",
          "agent-flows",
          "llm-steps",
          "topics-variables",
          "tools",
          "alm-deployment",
          "licensing-cost",
          "governance-dlp",
          "observability",
          "security-defaults"
        ],
        "type": "string",
        "description": "Optional category filter."
      }
    },
    "additionalProperties": false
  }

  arguments 35 lines copy
• list_patterns reads open 5h ago

  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.

  mcp-tool

  12345

  {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }

  arguments 5 lines copy
• lookup_error reads unknown 7h ago

  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.

  mcp-tool

  1234567891011121314

  {
    "type": "object",
    "required": [
      "error"
    ],
    "properties": {
      "error": {
        "type": "string",
        "minLength": 3,
        "description": "The error code or error message, as verbatim as possible."
      }
    },
    "additionalProperties": false
  }

  arguments 14 lines copy
• get_pattern reads unknown 7h ago

  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.

  mcp-tool

  12345678910111213

  {
    "type": "object",
    "required": [
      "slug"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "description": "Pattern slug, e.g. \"async-continuation\" (from list_patterns)."
      }
    },
    "additionalProperties": false
  }

  arguments 13 lines copy
• search_frictions reads unknown 28m ago

  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.

  mcp-tool

  1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950

  {
    "type": "object",
    "required": [
      "query"
    ],
    "properties": {
      "limit": {
        "type": "integer",
        "default": 8,
        "maximum": 25,
        "minimum": 1,
        "description": "Maximum results."
      },
      "query": {
        "type": "string",
        "minLength": 2,
        "description": "Error string, symptom or keywords, e.g. \"flow times out after 100 seconds\"."
      },
      "status": {
        "enum": [
          "open",
          "mitigated",
          "fixed",
          "regressed"
        ],
        "type": "string",
        "description": "Optional status filter: \"open\" (problem exists), \"mitigated\" (reliable workaround), \"fixed\" (resolved and re-verified), \"regressed\" (was fixed, is back)."
      },
      "category": {
        "enum": [
          "knowledge-grounding",
          "publish-channel",
          "auth-identity",
          "orchestration",
          "agent-flows",
          "llm-steps",
          "topics-variables",
          "tools",
          "alm-deployment",
          "licensing-cost",
          "governance-dlp",
          "observability",
          "security-defaults"
        ],
        "type": "string",
        "description": "Optional category filter."
      }
    },
    "additionalProperties": false
  }

  arguments 50 lines copy
• get_friction_record reads unknown 7h ago

  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.

  mcp-tool

  12345678910111213

  {
    "type": "object",
    "required": [
      "slug"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "description": "Record slug, e.g. \"flowactiontimedout\" (from search/list results)."
      }
    },
    "additionalProperties": false
  }

  arguments 13 lines copy

Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.

0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.

Served from the same domain, which is what was measured. Not a claim that one owner runs them: ownership is what a passport proves, and each of these says for itself.

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