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* feat: add power-automate-mcp skill
Connect to and operate Power Automate cloud flows via a FlowStudio MCP server.
Includes tool reference, action types, connection references, and bootstrap guide.
* fix: rename skill & address review feedback
- Rename power-automate-mcp → flowstudio-power-automate-mcp
- Fix list_live_flows docs: returns wrapper object {mode, flows, totalCount, error}, not direct array
- Fix next() syntax: add parens for generator with default arg
- Add User-Agent header to tools/list discovery example
- Standardize User-Agent to FlowStudio-MCP/1.0 (required by Cloudflare)
- Add environmentName note for list_live_connections (required despite schema)
- Update list_live_flows response shape in tool-reference.md
All response shapes verified against live MCP server.
446 lines
12 KiB
Markdown
446 lines
12 KiB
Markdown
# FlowStudio MCP — Tool Response Catalog
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Response shapes and behavioral notes for the FlowStudio Power Automate MCP server.
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> **For tool names and parameters**: Always call `tools/list` on the server.
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> It returns the authoritative, up-to-date schema for every tool.
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> This document covers what `tools/list` does NOT tell you: **response shapes**
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> and **non-obvious behaviors** discovered through real usage.
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---
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## Source of Truth
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| Priority | Source | Covers |
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|----------|--------|--------|
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| 1 | **Real API response** | Always trust what the server actually returns |
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| 2 | **`tools/list`** | Tool names, parameter names, types, required flags |
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| 3 | **This document** | Response shapes, behavioral notes, gotchas |
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> If this document disagrees with `tools/list` or real API behavior,
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> the API wins. Update this document accordingly.
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---
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## Environment & Tenant Discovery
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### `list_live_environments`
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Response: direct array of environments.
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```json
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[
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{
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"id": "Default-26e65220-5561-46ef-9783-ce5f20489241",
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"displayName": "FlowStudio (default)",
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"sku": "Production",
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"location": "australia",
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"state": "Enabled",
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"isDefault": true,
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"isAdmin": true,
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"isMember": true,
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"createdTime": "2023-08-18T00:41:05Z"
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}
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]
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```
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> Use the `id` value as `environmentName` in all other tools.
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### `list_store_environments`
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Same shape as `list_live_environments` but read from cache (faster).
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---
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## Connection Discovery
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### `list_live_connections`
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Response: wrapper object with `connections` array.
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```json
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{
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"connections": [
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{
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"id": "shared-office365-9f9d2c8e-55f1-49c9-9f9c-1c45d1fbbdce",
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"displayName": "user@contoso.com",
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"connectorName": "shared_office365",
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"createdBy": "User Name",
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"statuses": [{"status": "Connected"}],
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"createdTime": "2024-03-12T21:23:55.206815Z"
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}
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],
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"totalCount": 56,
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"error": null
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}
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```
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> **Key field**: `id` is the `connectionName` value used in `connectionReferences`.
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>
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> **Key field**: `connectorName` maps to apiId:
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> `"/providers/Microsoft.PowerApps/apis/" + connectorName`
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>
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> Filter by status: `statuses[0].status == "Connected"`.
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>
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> **Note**: `tools/list` marks `environmentName` as optional, but the server
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> returns `MissingEnvironmentFilter` (HTTP 400) if you omit it. Always pass
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> `environmentName`.
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### `list_store_connections`
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Same connection data from cache.
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---
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## Flow Discovery & Listing
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### `list_live_flows`
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Response: wrapper object with `flows` array.
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```json
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{
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"mode": "owner",
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"flows": [
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{
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"id": "0757041a-8ef2-cf74-ef06-06881916f371",
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"displayName": "My Flow",
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"state": "Started",
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"triggerType": "Request",
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"triggerKind": "Http",
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"createdTime": "2023-08-18T01:18:17Z",
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"lastModifiedTime": "2023-08-18T12:47:42Z",
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"owners": "<aad-object-id>",
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"definitionAvailable": true
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}
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],
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"totalCount": 100,
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"error": null
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}
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```
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> Access via `result["flows"]`. `id` is a plain UUID --- use directly as `flowName`.
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>
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> `mode` indicates the access scope used (`"owner"` or `"admin"`).
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### `list_store_flows`
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Response: **direct array** (no wrapper).
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```json
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[
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{
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"id": "3991358a-f603-e49d-b1ed-a9e4f72e2dcb.0757041a-8ef2-cf74-ef06-06881916f371",
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"displayName": "Admin | Sync Template v3 (Solutions)",
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"state": "Started",
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"triggerType": "OpenApiConnectionWebhook",
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"environmentName": "3991358a-f603-e49d-b1ed-a9e4f72e2dcb",
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"runPeriodTotal": 100,
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"createdTime": "2023-08-18T01:18:17Z",
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"lastModifiedTime": "2023-08-18T12:47:42Z"
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}
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]
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```
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> **`id` format**: `envId.flowId` --- split on the first `.` to extract the flow UUID:
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> `flow_id = item["id"].split(".", 1)[1]`
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### `get_store_flow`
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Response: single flow metadata from cache (selected fields).
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```json
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{
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"id": "envId.flowId",
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"displayName": "My Flow",
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"state": "Started",
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"triggerType": "Recurrence",
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"runPeriodTotal": 100,
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"runPeriodFailRate": 0.1,
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"runPeriodSuccessRate": 0.9,
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"runPeriodFails": 10,
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"runPeriodSuccess": 90,
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"runPeriodDurationAverage": 29410.8,
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"runPeriodDurationMax": 158900.0,
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"runError": "{\"code\": \"EACCES\", ...}",
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"description": "Flow description",
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"tier": "Premium",
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"complexity": "{...}",
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"actions": 42,
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"connections": ["sharepointonline", "office365"],
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"owners": ["user@contoso.com"],
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"createdBy": "user@contoso.com"
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}
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```
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> `runPeriodDurationAverage` / `runPeriodDurationMax` are in **milliseconds** (divide by 1000).
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> `runError` is a **JSON string** --- parse with `json.loads()`.
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---
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## Flow Definition (Live API)
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### `get_live_flow`
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Response: full flow definition from PA API.
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```json
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{
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"name": "<flow-guid>",
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"properties": {
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"displayName": "My Flow",
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"state": "Started",
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"definition": {
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"triggers": { "..." },
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"actions": { "..." },
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"parameters": { "..." }
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},
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"connectionReferences": { "..." }
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}
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}
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```
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### `update_live_flow`
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**Create mode**: Omit `flowName` --- creates a new flow. `definition` and `displayName` required.
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**Update mode**: Provide `flowName` --- PATCHes existing flow.
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Response:
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```json
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{
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"created": false,
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"flowKey": "envId.flowId",
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"updated": ["definition", "connectionReferences"],
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"displayName": "My Flow",
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"state": "Started",
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"definition": { "...full definition..." },
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"error": null
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}
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```
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> `error` is **always present** but may be `null`. Check `result.get("error") is not None`.
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>
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> On create: `created` is the new flow GUID (string). On update: `created` is `false`.
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>
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> `description` is **always required** (create and update).
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### `add_live_flow_to_solution`
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Migrates a non-solution flow into a solution. Returns error if already in a solution.
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---
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## Run History & Monitoring
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### `get_live_flow_runs`
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Response: direct array of runs (newest first).
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```json
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[{
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"name": "<run-id>",
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"status": "Succeeded|Failed|Running|Cancelled",
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"startTime": "2026-02-25T06:13:38Z",
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"endTime": "2026-02-25T06:14:02Z",
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"triggerName": "Recurrence",
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"error": null
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}]
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```
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> `top` defaults to **30** and auto-paginates for higher values. Set `top: 300`
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> for 24-hour coverage on flows running every 5 minutes.
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>
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> Run ID field is **`name`** (not `runName`). Use this value as the `runName`
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> parameter in other tools.
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### `get_live_flow_run_error`
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Response: structured error breakdown for a failed run.
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```json
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{
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"runName": "08584296068667933411438594643CU15",
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"failedActions": [
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{
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"actionName": "Apply_to_each_prepare_workers",
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"status": "Failed",
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"error": {"code": "ActionFailed", "message": "An action failed."},
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"code": "ActionFailed",
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"startTime": "2026-02-25T06:13:52Z",
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"endTime": "2026-02-25T06:15:24Z"
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},
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{
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"actionName": "HTTP_find_AD_User_by_Name",
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"status": "Failed",
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"code": "NotSpecified",
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"startTime": "2026-02-25T06:14:01Z",
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"endTime": "2026-02-25T06:14:05Z"
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}
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],
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"allActions": [
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{"actionName": "Apply_to_each", "status": "Skipped"},
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{"actionName": "Compose_WeekEnd", "status": "Succeeded"},
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{"actionName": "HTTP_find_AD_User_by_Name", "status": "Failed"}
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]
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}
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```
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> `failedActions` is ordered outer-to-inner --- the **last entry is the root cause**.
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> Use `failedActions[-1]["actionName"]` as the starting point for diagnosis.
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### `get_live_flow_run_action_outputs`
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Response: array of action detail objects.
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```json
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[
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{
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"actionName": "Compose_WeekEnd_now",
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"status": "Succeeded",
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"startTime": "2026-02-25T06:13:52Z",
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"endTime": "2026-02-25T06:13:52Z",
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"error": null,
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"inputs": "Mon, 25 Feb 2026 06:13:52 GMT",
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"outputs": "Mon, 25 Feb 2026 06:13:52 GMT"
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}
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]
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```
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> **`actionName` is optional**: omit it to return ALL actions in the run;
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> provide it to return a single-element array for that action only.
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>
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> Outputs can be very large (50 MB+) for bulk-data actions. Use 120s+ timeout.
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---
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## Run Control
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### `resubmit_live_flow_run`
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Response: `{ flowKey, resubmitted: true, runName, triggerName }`
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### `cancel_live_flow_run`
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Cancels a `Running` flow run.
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> Do NOT cancel runs waiting for an adaptive card response --- status `Running`
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> is normal while a Teams card is awaiting user input.
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---
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## HTTP Trigger Tools
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### `get_live_flow_http_schema`
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Response keys:
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```
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flowKey - Flow GUID
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displayName - Flow display name
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triggerName - Trigger action name (e.g. "manual")
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triggerType - Trigger type (e.g. "Request")
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triggerKind - Trigger kind (e.g. "Http")
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requestMethod - HTTP method (e.g. "POST")
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relativePath - Relative path configured on the trigger (if any)
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requestSchema - JSON schema the trigger expects as POST body
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requestHeaders - Headers the trigger expects
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responseSchemas - Array of JSON schemas defined on Response action(s)
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responseSchemaCount - Number of Response actions that define output schemas
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```
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> The request body schema is in `requestSchema` (not `triggerSchema`).
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### `get_live_flow_trigger_url`
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Returns the signed callback URL for HTTP-triggered flows. Response includes
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`flowKey`, `triggerName`, `triggerType`, `triggerKind`, `triggerMethod`, `triggerUrl`.
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### `trigger_live_flow`
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Response keys: `flowKey`, `triggerName`, `triggerUrl`, `requiresAadAuth`, `authType`,
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`responseStatus`, `responseBody`.
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> **Only works for `Request` (HTTP) triggers.** Returns an error for Recurrence
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> and other trigger types: `"only HTTP Request triggers can be invoked via this tool"`.
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>
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> `responseStatus` + `responseBody` contain the flow's Response action output.
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> AAD-authenticated triggers are handled automatically.
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---
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## Flow State Management
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### `set_store_flow_state`
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Start or stop a flow. Pass `state: "Started"` or `state: "Stopped"`.
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---
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## Store Tools --- FlowStudio for Teams Only
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### `get_store_flow_summary`
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Response: aggregated run statistics.
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```json
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{
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"totalRuns": 100,
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"failRuns": 10,
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"failRate": 0.1,
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"averageDurationSeconds": 29.4,
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"maxDurationSeconds": 158.9,
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"firstFailRunRemediation": "<hint or null>"
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}
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```
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### `get_store_flow_runs`
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Cached run history for the last N days with duration and remediation hints.
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### `get_store_flow_errors`
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Cached failed-only runs with failed action names and remediation hints.
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### `get_store_flow_trigger_url`
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Trigger URL from cache (instant, no PA API call).
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### `update_store_flow`
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Update governance metadata (description, tags, monitor flag, notification rules, business impact).
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### `list_store_makers` / `get_store_maker`
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Maker (citizen developer) discovery and detail.
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### `list_store_power_apps`
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List all Power Apps canvas apps from the cache.
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---
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## Behavioral Notes
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Non-obvious behaviors discovered through real API usage. These are things
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`tools/list` cannot tell you.
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### `get_live_flow_run_action_outputs`
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- **`actionName` is optional**: omit to get all actions, provide to get one.
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This changes the response from N elements to 1 element (still an array).
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- Outputs can be 50 MB+ for bulk-data actions --- always use 120s+ timeout.
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### `update_live_flow`
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- `description` is **always required** (create and update modes).
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- `error` key is **always present** in response --- `null` means success.
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Do NOT check `if "error" in result`; check `result.get("error") is not None`.
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- On create, `created` = new flow GUID (string). On update, `created` = `false`.
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### `trigger_live_flow`
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- **Only works for HTTP Request triggers.** Returns error for Recurrence, connector,
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and other trigger types.
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- AAD-authenticated triggers are handled automatically (impersonated Bearer token).
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### `get_live_flow_runs`
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- `top` defaults to **30** with automatic pagination for higher values.
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- Run ID field is `name`, not `runName`. Use this value as `runName` in other tools.
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- Runs are returned newest-first.
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### Teams `PostMessageToConversation` (via `update_live_flow`)
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- **"Chat with Flow bot"**: `body/recipient` = `"user@domain.com;"` (string with trailing semicolon).
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- **"Channel"**: `body/recipient` = `{"groupId": "...", "channelId": "..."}` (object).
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- `poster`: `"Flow bot"` for Workflows bot identity, `"User"` for user identity.
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### `list_live_connections`
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- `id` is the value you need for `connectionName` in `connectionReferences`.
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- `connectorName` maps to apiId: `"/providers/Microsoft.PowerApps/apis/" + connectorName`.
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