MCP Server
Woo Revenue Incident Graph
io.github.tytutueh13-sudo/woo-revenue-incident-graph
What this MCP does
Monitors WooCommerce checkout and payment-path health, diagnoses revenue incidents, and verifies recovery after changes.
Capabilities
Tools
4
tools
check_checkout_change_risk
Is this change likely to break checkout?
Answers: is a change to this store's checkout or payment path known to have broken revenue elsewhere — before it is applied, or when explaining a change that was already made? Checks a component and version against public release and issue evidence scoped to the money path (payment capture, order status transitions, gateway webhooks, wallet checkout), not to general plugin update safety. With no component named, checks every commerce change this store has made recently. Says `unknown` when nothing independent is on record — an absence of reports is not a safety record, and is reported as the absence it is. Free.
Read only
Open world
Idempotent
Input schema
{'type': 'object', 'properties': {'component': {'type': 'string', 'maxLength': 80, 'description': 'e.g. "plugin:woocommerce-gateway-stripe". Omit to check this store\'s own recent changes.'}, 'to_version': {'type': 'string', 'maxLength': 40}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'required': ['checked', 'source', 'billable', 'price_micros'], 'properties': {'source': {'enum': ['named_component', 'store_recent_changes'], 'type': 'string'}, 'checked': {'type': 'array', 'items': {'type': 'object', 'required': ['component', 'to_version', 'verdict', 'reason', 'independent_source_count', 'affected_versions', 'fixed_version', 'source_urls'], 'properties': {'reason': {'type': 'string'}, 'verdict': {'enum': ['known_risk', 'no_known_risk', 'unknown'], 'type': 'string'}, 'component': {'type': 'string'}, 'to_version': {'type': ['string', 'null']}, 'source_urls': {'type': 'array', 'items': {'type': 'string'}}, 'fixed_version': {'type': ['string', 'null']}, 'affected_versions': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}}, 'independent_source_count': {'type': 'integer'}}, 'additionalProperties': False}}, 'billable': {'type': 'boolean'}, 'price_micros': {'type': 'integer'}}, 'additionalProperties': False}
diagnose_revenue_incident
Why did this store's checkout revenue break?
Answers: what most likely broke this store's checkout or payment path, what argues against each explanation, and how to tell whether a fix actually held. Joins the store's own privacy-safe signals — order status over time, order-status transitions, order-note reason codes, gateway and webhook health, scheduler backlog, checkout page health, recent plugin/theme/core changes — against public release and issue evidence, on one timeline. Every answer reports which signal families this store could and could not report, because a family that cannot be collected is not a family that is fine. Returns up to three ranked hypotheses, each with the observations behind it, independent public sources where they exist, counterevidence, what remains unknown, safe next steps, and a verification plan. Returns `abstained` and charges nothing when the snapshot is stale, coverage is thin, or the signals do not support any cause — an unsupported guess during an outage is worse than no answer. Free while in beta. Call get_checkout_health_snapshot first.
Read only
Open world
Idempotent
Input schema
{'type': 'object', 'properties': {'symptom': {'enum': ['orders_dropped', 'payment_succeeded_order_pending', 'failed_orders_spiked', 'payment_method_missing', 'checkout_errors', 'unknown'], 'type': 'string', 'description': 'What the merchant reports. Use "unknown" rather than guessing.'}, 'window_seconds': {'type': 'integer', 'maximum': 604800, 'minimum': 900, 'description': 'Window in seconds. Default 86400 (24h), maximum 604800 (7d).'}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'required': ['symptom', 'window', 'data_freshness', 'coverage', 'timeline', 'failure_pattern', 'failure_pattern_reasoning', 'hypotheses', 'abstained', 'billable', 'price_micros'], 'properties': {'window': {'type': 'object', 'required': ['started_at', 'ended_at'], 'properties': {'ended_at': {'type': 'integer'}, 'started_at': {'type': 'integer'}}, 'additionalProperties': False}, 'symptom': {'type': 'string'}, 'billable': {'type': 'boolean'}, 'coverage': {'type': 'object', 'required': ['families', 'present', 'missing', 'sufficient', 'unavailable', 'truncated', 'no_history_yet', 'not_collected', 'caveat'], 'properties': {'caveat': {'type': ['string', 'null'], 'description': 'One sentence naming why the missing families are missing.'}, 'missing': {'type': 'array', 'items': {'type': 'string'}}, 'present': {'type': 'array', 'items': {'type': 'string'}}, 'families': {'type': 'integer', 'description': 'How many families actually reported. Only these can corroborate anything.'}, 'truncated': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Reported, but hit a collection cap — a PARTIAL aggregate covering fewer events than were asked for. A burst is what overflows a cap, so this is likeliest exactly when it matters.'}, 'sufficient': {'type': 'boolean'}, 'unavailable': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Cannot be collected on this store at all. Silence here is not evidence of health.'}, 'not_collected': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Deliberately not collected in this release.'}, 'no_history_yet': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Only know what has happened since the plugin was connected.'}}, 'additionalProperties': False}, 'timeline': {'type': 'array', 'items': {'type': 'object', 'required': ['at', 'kind', 'statement'], 'properties': {'at': {'type': 'integer'}, 'kind': {'type': 'string'}, 'statement': {'type': 'string'}}, 'additionalProperties': False}}, 'abstained': {'type': ['object', 'null'], 'required': ['reason'], 'properties': {'reason': {'type': 'string'}}, 'additionalProperties': False}, 'hypotheses': {'type': 'array', 'items': {'type': 'object', 'required': ['rank', 'hypothesis', 'confidence', 'observations', 'public_evidence', 'counterevidence', 'unknowns', 'safe_next_steps', 'verification_plan', 'billing_eligibility'], 'properties': {'rank': {'type': 'integer'}, 'unknowns': {'type': 'array', 'items': {'type': 'string'}}, 'confidence': {'enum': ['high', 'medium', 'low', 'abstained'], 'type': 'string'}, 'hypothesis': {'type': 'string'}, 'observations': {'type': 'array', 'items': {'type': 'object', 'required': ['kind', 'statement', 'at', 'weight'], 'properties': {'at': {'type': ['integer', 'null']}, 'kind': {'type': 'string'}, 'weight': {'enum': ['strong', 'supporting'], 'type': 'string'}, 'statement': {'type': 'string'}}, 'additionalProperties': False}}, 'counterevidence': {'type': 'array', 'items': {'type': 'string'}}, 'public_evidence': {'type': 'array', 'items': {'type': 'object', 'required': ['url', 'source_type', 'origin_group', 'observed_at', 'affected_version', 'fixed_version'], 'properties': {'url': {'type': 'string'}, 'observed_at': {'type': 'integer'}, 'source_type': {'type': 'string'}, 'origin_group': {'type': 'string'}, 'fixed_version': {'type': ['string', 'null']}, 'affected_version': {'type': ['string', 'null']}}, 'additionalProperties': False}}, 'safe_next_steps': {'type': 'array', 'items': {'type': 'string'}}, 'verification_plan': {'type': 'string'}, 'billing_eligibility': {'enum': ['billable', 'free_abstained', 'free_insufficient_coverage', 'free_stale'], 'type': 'string'}}, 'additionalProperties': False}}, 'price_micros': {'type': 'integer'}, 'data_freshness': {'enum': ['fresh', 'aging', 'stale'], 'type': 'string'}, 'failure_pattern': {'enum': ['card_testing_suspected', 'buyer_failures', 'mixed_or_unclear'], 'type': 'string'}, 'failure_pattern_reasoning': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
get_checkout_health_snapshot
Is this store's revenue path healthy right now?
Answers: is anything wrong with this connected WooCommerce store's checkout and payment path right now, and is a full diagnosis worth running? Free, always. Returns order counts by status with the change across the window, gateway/webhook/scheduler health, checkout page health, how many recent commerce changes there were, which signal families this store can and cannot report, and how fresh the underlying data is. Call this FIRST — it is cheap, and `diagnosis_recommended` tells you whether the expensive call would have anything to work with. It returns no customer, order, or payment identifier because the store never sends any.
Read only
Open world
Idempotent
Input schema
{'type': 'object', 'properties': {'window_seconds': {'type': 'integer', 'maximum': 604800, 'minimum': 900, 'description': 'Window in seconds. Default 86400 (24h), maximum 604800 (7d).'}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'required': ['connected', 'data_freshness', 'collected_at', 'order_counts', 'paid_order_change_pct', 'gateway_summary', 'webhook_summary', 'error_fingerprints', 'scheduler_overdue', 'recent_changes', 'coverage', 'diagnosis_recommended', 'reason'], 'properties': {'reason': {'type': 'string'}, 'coverage': {'type': 'object', 'required': ['families', 'present', 'missing', 'sufficient', 'unavailable', 'truncated', 'no_history_yet', 'not_collected', 'caveat'], 'properties': {'caveat': {'type': ['string', 'null'], 'description': 'One sentence naming why the missing families are missing.'}, 'missing': {'type': 'array', 'items': {'type': 'string'}}, 'present': {'type': 'array', 'items': {'type': 'string'}}, 'families': {'type': 'integer', 'description': 'How many families actually reported. Only these can corroborate anything.'}, 'truncated': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Reported, but hit a collection cap — a PARTIAL aggregate covering fewer events than were asked for. A burst is what overflows a cap, so this is likeliest exactly when it matters.'}, 'sufficient': {'type': 'boolean'}, 'unavailable': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Cannot be collected on this store at all. Silence here is not evidence of health.'}, 'not_collected': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Deliberately not collected in this release.'}, 'no_history_yet': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Only know what has happened since the plugin was connected.'}}, 'additionalProperties': False}, 'connected': {'type': 'boolean'}, 'collected_at': {'type': ['integer', 'null']}, 'order_counts': {'type': 'object', 'additionalProperties': {'type': 'integer'}}, 'data_freshness': {'enum': ['fresh', 'aging', 'stale'], 'type': 'string'}, 'recent_changes': {'type': 'integer'}, 'gateway_summary': {'type': 'object', 'required': ['total', 'unavailable', 'test_mode'], 'properties': {'total': {'type': 'integer'}, 'test_mode': {'type': 'integer'}, 'unavailable': {'type': 'integer'}}, 'additionalProperties': False}, 'webhook_summary': {'type': 'object', 'required': ['total', 'failing', 'disabled'], 'properties': {'total': {'type': 'integer'}, 'failing': {'type': 'integer'}, 'disabled': {'type': 'integer'}}, 'additionalProperties': False}, 'scheduler_overdue': {'type': 'integer'}, 'error_fingerprints': {'type': 'integer'}, 'diagnosis_recommended': {'type': 'boolean'}, 'paid_order_change_pct': {'type': ['integer', 'null'], 'description': 'Change in paid orders across the window; null when there is too little data to compare.'}}, 'additionalProperties': False}
verify_revenue_recovery
Did the fix actually hold?
Answers: after a change was made, did this store's revenue signals actually recover? Compares the window before a stated change against the window since: paid vs pending vs failed order mix, webhook failure counts, and gateway availability. Returns `resolved`, `improving`, `still_failing`, or `unknown` — and `unknown` when too little new data has arrived to tell, which is free. A quiet ten minutes is not a recovery. Free while in beta.
Read only
Open world
Idempotent
Input schema
{'type': 'object', 'required': ['change_applied_at'], 'properties': {'window_seconds': {'type': 'integer', 'maximum': 604800, 'minimum': 900, 'description': 'Window in seconds. Default 86400 (24h), maximum 604800 (7d).'}, 'change_applied_at': {'type': 'integer', 'description': 'Epoch ms when the fix was applied.'}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'required': ['status', 'reason', 'before', 'after', 'new_regressions', 'billable', 'price_micros'], 'properties': {'after': {'type': ['object', 'null'], 'additionalProperties': True}, 'before': {'type': ['object', 'null'], 'additionalProperties': True}, 'reason': {'type': 'string'}, 'status': {'enum': ['resolved', 'improving', 'still_failing', 'unknown'], 'type': 'string'}, 'billable': {'type': 'boolean'}, 'price_micros': {'type': 'integer'}, 'new_regressions': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
History
Recent tool changes
Added
verify_revenue_recovery
Sept. 17, 2026, 12:52 p.m.
Added
check_checkout_change_risk
Sept. 17, 2026, 12:52 p.m.
Added
diagnose_revenue_incident
Sept. 17, 2026, 12:52 p.m.
Added
get_checkout_health_snapshot
Sept. 17, 2026, 12:52 p.m.
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