SKILL.md
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:
- STOP calling store tools
- Tell the user this feature requires a Pro+ subscription
- Link them to https://mcp.flowstudio.app/pricing
- 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
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
Related Skills
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