Woo Revenue Incident Graph MCP
Diagnoses why a WooCommerce store's checkout revenue path broke by joining privacy-safe aggregate signals with public evidence. It is a read-only diagnostic tool that answers if something is wrong, what broke it, and if the fix held, without changing orders or payments.
Endpoint and access
No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.
https://revenue-graph.utilityhouse.xyz/mcp/registryWhat its tools do
4 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.
Checks and signals
Each line is separate evidence, not a trust score.
- Passed Endpoint answered the live check ·
- Availability 1 of 1 checks passed in 30 days
What you can do with it
- Check checkout health snapshot for errors
- Diagnose revenue incident hypotheses
- Check checkout change risk
- Verify revenue recovery
Source and maintenance
Protocol and capabilities
- Server
- woo-revenue-incident-graph 0.2.0
- MCP protocol negotiated in check
- 2025-06-18
- Tools
- 4 advertised
- Resources
- Not advertised
- Resource templates
- Not advertised
- Prompts
- Not advertised
{
"tools": {}
}Server-provided instructions
Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.
Tools
4 advertised
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.
{
"type": "object",
"properties": {
"window_seconds": {
"type": "integer",
"maximum": 604800,
"minimum": 900,
"description": "Window in seconds. Default 86400 (24h), maximum 604800 (7d)."
}
},
"additionalProperties": false
}{
"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
}{
"readOnlyHint": true,
"openWorldHint": true,
"idempotentHint": true,
"destructiveHint": 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.
{
"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
}{
"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
}{
"readOnlyHint": true,
"openWorldHint": true,
"idempotentHint": true,
"destructiveHint": false
}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.
{
"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
}{
"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
}{
"readOnlyHint": true,
"openWorldHint": true,
"idempotentHint": true,
"destructiveHint": 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.
{
"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
}{
"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
}{
"readOnlyHint": true,
"openWorldHint": true,
"idempotentHint": true,
"destructiveHint": false
}Prompts
Not advertised
Resources
Not advertised
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 3061 ms
- 95th percentile latency
- 3061 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 3061 ms · metadata changed · 4 tool(s)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http woo-revenue-incident-graph-mcp https://revenue-graph.utilityhouse.xyz/mcp/registryCodex
codex mcp add woo-revenue-incident-graph-mcp --url https://revenue-graph.utilityhouse.xyz/mcp/registryCursor
{
"mcpServers": {
"woo-revenue-incident-graph-mcp": {
"url": "https://revenue-graph.utilityhouse.xyz/mcp/registry"
}
}
}Cline
{
"mcpServers": {
"woo-revenue-incident-graph-mcp": {
"type": "streamableHttp",
"url": "https://revenue-graph.utilityhouse.xyz/mcp/registry",
"disabled": false
}
}
}VS Code
{
"servers": {
"woo-revenue-incident-graph-mcp": {
"type": "http",
"url": "https://revenue-graph.utilityhouse.xyz/mcp/registry"
}
}
}Gemini CLI
gemini mcp add --transport http woo-revenue-incident-graph-mcp https://revenue-graph.utilityhouse.xyz/mcp/registryClaude Desktop
https://revenue-graph.utilityhouse.xyz/mcp/registryWindsurf
{
"mcpServers": {
"woo-revenue-incident-graph-mcp": {
"serverUrl": "https://revenue-graph.utilityhouse.xyz/mcp/registry"
}
}
}Let your agent find its tools
Find servers like Woo Revenue Incident Graph MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.