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github/flowstudio-power-automate-monitoring

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flowstudio-power-automate-monitoring

Pro+ subscription required. Tenant-wide Power Automate monitoring using the FlowStudio MCP cached store: failure rates, run-health trends, maker/app inventory, inactive owners, and compliance/health reports. Use only for aggregated tenant views. For one environment, one flow, run control, or root-cause debugging, use flowstudio-power-automate-mcp, flowstudio-power-automate-debug, or the server monitor-flow bundle. Requires FlowStudio for Teams or MCP Pro+.

v1.0Latest
New~3.3kUpdated Jun 26, 2026

Power Automate Monitoring with FlowStudio MCP

Monitor flow health, track failure rates, and inventory tenant assets through the FlowStudio MCP cached store — fast reads, no PA API rate limits, and enriched with governance metadata and remediation hints.

⚠️ Pro+ subscription required. This skill calls store_* tools that only work for FlowStudio for Teams or MCP Pro+ subscribers.

If the user does not have Pro+ access: the first store_* tool call will return a 403/404 error. When that happens:

  1. STOP calling store tools
  2. Tell the user this feature requires a Pro+ subscription
  3. Link them to https://mcp.flowstudio.app/pricing
  4. If their question can be answered with live tools (e.g. "list flows in one environment"), offer to use the flowstudio-power-automate-mcp skill instead

Discovery: load tool schemas via tool_search rather than tools/list — call with query: "select:list_store_flows,get_store_flow_summary" for the common monitoring tools, or load the full set with query: "skill:governance" (the server's governance bundle covers most monitoring reads too — this skill and flowstudio-power-automate-governance share the underlying tool family). This skill covers response shapes, behavioral notes, and workflow patterns — things tool_search cannot tell you. If this document disagrees with a real API response, the API wins.


How Monitoring Works

Flow Studio scans the Power Automate API daily for each subscriber and caches the results. There are two levels:

  • All flows get metadata scanned: definition, connections, owners, trigger type, and aggregate run statistics (runPeriodTotal, runPeriodFailRate, etc.). Environments, apps, connections, and makers are also scanned.
  • Monitored flows (monitor: true) additionally get per-run detail: individual run records with status, duration, failed action names, and remediation hints. This is what populates get_store_flow_runs and get_store_flow_summary.

Data freshness: Check the scanned field on get_store_flow to see when a flow was last scanned. If stale, the scanning pipeline may not be running.

Enabling monitoring: Set monitor: true via update_store_flow or the Flow Studio for Teams app (how to select flows).

Designating critical flows: Use update_store_flow with critical=true on business-critical flows. This enables the governance skill's notification rule management to auto-configure failure alerts on critical flows.


Tools

Tool Purpose
list_store_flows List flows with failure rates and monitoring filters
get_store_flow Full cached record: run stats, owners, tier, connections, definition (triggerUrl field included)
get_store_flow_summary Aggregated run stats: success/fail rate, avg/max duration
get_store_flow_runs Per-run history with duration, status, failed actions, remediation (filter status="Failed" for errors-only view)
update_store_flow Set monitor flag, notification rules, tags, governance metadata
list_store_environments All Power Platform environments
list_store_connections All connections
list_store_makers All makers (citizen developers)
get_store_maker Maker detail: flow/app counts, licenses, account status
list_store_power_apps All Power Apps canvas apps

For start/stop, use set_live_flow_state from the monitor-flow bundle (tool_search query: "select:set_live_flow_state") — the cache resyncs on the next scan. The previous set_store_flow_state convenience wrapper is deprecated.


Store vs Live

Question Use Store Use Live
How many flows are failing? list_store_flows
What's the fail rate over 30 days? get_store_flow_summary
Show error history for a flow get_store_flow_runs (filter status="Failed")
Who built this flow? get_store_flow → parse owners
Read the full flow definition get_store_flow has it (JSON string) get_live_flow (structured)
Inspect action inputs/outputs from a run get_live_flow_run_action_outputs
Resubmit a failed run resubmit_live_flow_run

Store tools answer "what happened?" and "how healthy is it?" Live tools answer "what exactly went wrong?" and "fix it now."

If get_store_flow_runs or get_store_flow_summary return empty results, check: (1) is monitor: true on the flow? and (2) is the scanned field recent? Use get_store_flow to verify both.


Response Shapes

list_store_flows

Direct array. Filters: monitor (bool), rule_notify_onfail (bool), rule_notify_onmissingdays (bool).

[
  {
    "id": "Default-<envGuid>.<flowGuid>",
    "displayName": "Stripe subscription updated",
    "state": "Started",
    "triggerType": "Request",
    "triggerUrl": "https://...",
    "tags": ["#operations", "#sensitive"],
    "environmentName": "Default-aaaaaaaa-...",
    "monitor": true,
    "runPeriodFailRate": 0.012,
    "runPeriodTotal": 82,
    "createdTime": "2025-06-24T01:20:53Z",
    "lastModifiedTime": "2025-06-24T03:51:03Z"
  }
]

id format: Default-<envGuid>.<flowGuid>. Split on first . to get environmentName and flowName.

triggerUrl and tags are optional. Some entries are sparse (just id + monitor) — skip entries without displayName.

Tags on list_store_flows are auto-extracted from the flow's description field (maker hashtags like #operations). Tags written via update_store_flow(tags=...) are stored separately and only visible on get_store_flow — they do NOT appear in the list response.

get_store_flow

Full cached record. Key fields:

Category Fields
Identity name, displayName, environmentName, state, triggerType, triggerKind, tier, sharingType
Run stats runPeriodTotal, runPeriodFails, runPeriodSuccess, runPeriodFailRate, runPeriodSuccessRate, runPeriodDurationAverage/Max/Min (milliseconds), runTotal, runFails, runFirst, runLast, runToday
Governance monitor (bool), rule_notify_onfail (bool), rule_notify_onmissingdays (number), rule_notify_email (string), log_notify_onfail (ISO), description, tags
Freshness scanned (ISO), nextScan (ISO)
Lifecycle deleted (bool), deletedTime (ISO)
JSON strings actions, connections, owners, complexity, definition, createdBy, security, triggers, referencedResources, runError — all require json.loads() to parse

Duration fields (runPeriodDurationAverage, Max, Min) are in milliseconds. Divide by 1000 for seconds.

runError contains the last run error as a JSON string. Parse it: json.loads(record["runError"]) — returns {} when no error.

get_store_flow_summary

Aggregated stats over a time window (default: last 7 days).

{
  "flowKey": "Default-<envGuid>.<flowGuid>",
  "windowStart": null,
  "windowEnd": null,
  "totalRuns": 82,
  "successRuns": 81,
  "failRuns": 1,
  "successRate": 0.988,
  "failRate": 0.012,
  "averageDurationSeconds": 2.877,
  "maxDurationSeconds": 9.433,
  "firstFailRunRemediation": null,
  "firstFailRunUrl": null
}

Returns all zeros when no run data exists for this flow in the window. Use startTime and endTime (ISO 8601) parameters to change the window.

get_store_flow_runs

Direct array of cached run records. Parameters: startTime, endTime, status (array — pass ["Failed"] for an errors-only view, ["Succeeded"], or omit for all).

Returns [] when no run data exists in the window.

Trigger URL

Read the triggerUrl field directly from get_store_flow (cached) or get_live_flow (live). It is null for non-HTTP triggers.

Starting / stopping a flow

Use set_live_flow_state from the monitor-flow server bundle. The cache catches up on the next daily scan; if you need cache freshness sooner, call get_live_flow after the state change to confirm and let the next scan sync.

update_store_flow

Updates governance metadata. Only provided fields are updated (merge). Returns the full updated record (same shape as get_store_flow).

Settable fields: monitor (bool), rule_notify_onfail (bool), rule_notify_onmissingdays (number, 0=disabled), rule_notify_email (comma-separated), description, tags, businessImpact, businessJustification, businessValue, ownerTeam, ownerBusinessUnit, supportGroup, supportEmail, critical (bool), tier, security.

list_store_environments

Direct array.

[
  {
    "id": "Default-aaaaaaaa-...",
    "displayName": "Flow Studio (default)",
    "sku": "Default",
    "type": "NotSpecified",
    "location": "australia",
    "isDefault": true,
    "isAdmin": true,
    "isManagedEnvironment": false,
    "createdTime": "2017-01-18T01:06:46Z"
  }
]

sku values: Default, Production, Developer, Sandbox, Teams.

list_store_connections

Direct array. Can be very large (1500+ items).

[
  {
    "id": "<environmentId>.<connectionId>",
    "displayName": "user@contoso.com",
    "createdBy": "{\"id\":\"...\",\"displayName\":\"...\",\"email\":\"...\"}",
    "environmentName": "...",
    "statuses": "[{\"status\":\"Connected\"}]"
  }
]

createdBy and statuses are JSON strings — parse with json.loads().

list_store_makers

Direct array.

[
  {
    "id": "09dbe02f-...",
    "displayName": "Sample Maker",
    "mail": "maker@contoso.com",
    "deleted": false,
    "ownerFlowCount": 199,
    "ownerAppCount": 209,
    "userIsServicePrinciple": false
  }
]

Deleted makers have deleted: true and no displayName/mail fields.

get_store_maker

Full maker record. Key fields: displayName, mail, userPrincipalName, ownerFlowCount, ownerAppCount, accountEnabled, deleted, country, firstFlow, firstFlowCreatedTime, lastFlowCreatedTime, firstPowerApp, lastPowerAppCreatedTime, licenses (JSON string of M365 SKUs).

list_store_power_apps

Direct array.

[
  {
    "id": "<environmentId>.<appId>",
    "displayName": "My App",
    "environmentName": "...",
    "ownerId": "09dbe02f-...",
    "ownerName": "Catherine Han",
    "appType": "Canvas",
    "sharedUsersCount": 0,
    "createdTime": "2023-08-18T01:06:22Z",
    "lastModifiedTime": "2023-08-18T01:06:22Z",
    "lastPublishTime": "2023-08-18T01:06:22Z"
  }
]

Common Workflows

Find unhealthy flows

1. list_store_flows
2. Filter where runPeriodFailRate > 0.1 and runPeriodTotal >= 5
3. Sort by runPeriodFailRate descending
4. For each: get_store_flow for full detail

Check a specific flow's health

1. get_store_flow → check scanned (freshness), runPeriodFailRate, runPeriodTotal
2. get_store_flow_summary → aggregated stats with optional time window
3. get_store_flow_runs(status=["Failed"]) → per-run failure detail with remediation hints
4. If deeper diagnosis needed → switch to live tools:
   get_live_flow_runs → get_live_flow_run_action_outputs

Enable monitoring on a flow

1. update_store_flow with monitor=true
2. Optionally set rule_notify_onfail=true, rule_notify_email="user@domain.com"
3. Run data will appear after the next daily scan

Daily health check

1. list_store_flows
2. Flag flows with runPeriodFailRate > 0.2 and runPeriodTotal >= 3
3. Flag monitored flows with state="Stopped" (may indicate auto-suspension)
4. For critical failures → get_store_flow_runs(status=["Failed"]) for remediation hints

Maker audit

1. list_store_makers
2. Identify deleted accounts still owning flows (deleted=true, ownerFlowCount > 0)
3. get_store_maker for full detail on specific users

Inventory

1. list_store_environments → environment count, SKUs, locations
2. list_store_flows → flow count by state, trigger type, fail rate
3. list_store_power_apps → app count, owners, sharing
4. list_store_connections → connection count per environment

  • flowstudio-power-automate-mcp — Foundation skill: connection setup, MCP helper, tool discovery
  • flowstudio-power-automate-debug — Deep diagnosis with action-level inputs/outputs (live API)
  • flowstudio-power-automate-build — Build and deploy flow definitions
  • flowstudio-power-automate-governance — Governance metadata, tagging, notification rules, CoE patterns
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Overall Score

86/100

Grade

A

Excellent

Safety

85

Quality

88

Clarity

85

Completeness

84

Summary

This skill provides tenant-wide Power Automate monitoring through FlowStudio's cached API store, enabling agents to track flow health, failure rates, and asset inventory without hitting PA API rate limits. It surfaces governance metadata and remediation hints for failed runs, and requires a Pro+ subscription to access the store tools.

Detected Capabilities

read cached flow metadataquery run history and aggregated statsread maker and connection inventoryupdate flow governance metadataquery environment and Power App inventorynetwork requests to FlowStudio API

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

monitor power automateflow health dashboardfailure rate trackingtenant flow auditcompliance health reportmaker inventory audit

Risk Signals

INFO

References external domains (learn.flowstudio.app, mcp.flowstudio.app) for pricing and documentation

description, tool discovery, and pricing link sections
INFO

Subscription-gated access (Pro+ required); first call returns 403/404 if not authorized

preamble and Pro+ section
INFO

Reads JSON string fields requiring parsing (owners, connections, definitions, runError)

Response Shapes section

Referenced Domains

External domains referenced in skill content, detected by static analysis.

...learn.flowstudio.appmcp.flowstudio.app

Use Cases

  • Identify unhealthy flows across the tenant and flag those exceeding failure thresholds
  • Track failure rates, run history, and remediation hints for specific flows over time windows
  • Audit maker accounts, flow/app ownership, and identify inactive or deleted owners
  • Generate tenant-wide compliance and health reports from cached monitoring data
  • Enable monitoring and notification rules on critical business flows
  • Inventory environments, connections, Power Apps, and makers across the tenant

Quality Notes

  • Excellent documentation: clear separation of store vs. live tool usage patterns with concrete decision table
  • Comprehensive response shape documentation including field formats, optional fields, and JSON string parsing requirements
  • Well-structured common workflows section with step-by-step examples (find unhealthy flows, enable monitoring, daily health check)
  • Clear subscription boundary handling: explicit 403/404 error path with mitigation steps and fallback skill recommendations
  • Good integration guidance: references related skills (governance, debug, build, mcp) with appropriate use case boundaries
  • Strong data freshness awareness: documents scanned field, notes when cache may be stale, suggests verification steps
  • Minor: trigger keywords could be more specific to monitoring domain (currently would match generic Power Automate searches)
  • Duration field documentation notes milliseconds vs. seconds conversion — helpful for avoiding calculation errors
  • Proper distinction between auto-extracted tags (from description) and user-set tags (from update_store_flow) with visibility differences clearly explained
Model: claude-haiku-4-5-20251001Analyzed: Jun 26, 2026

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