Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Changed the definition of "inspect_revenue_opportunity", "recover_revenue" and "route_task"
⟨58 unchanged words⟩ ,"type":"number"},"followUpMethod":{"description":"Current follow-up process for missed opportunities: none, manual human follow-up, email, or text/SMS.","enum":["none","manual","email", ⟨18 unchanged words⟩ ","type":"string"},"interestLevel":{"description":"Optional buying/response urgency used to calibrate the recommended commercial action.","enum":["just_curious","medium","high" ⟨38 unchanged words⟩
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{"additionalProperties":false,"properties":{"payment":{"additionalProperties":false,"properties":{"network":{"description":"Payment network identifier, currently Base mainnet eip155:8453.","type":"string"},"payer":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Settled payer address when supplied by the payment facilitator."},"protocol":{"const":"x402","type":"string"},"transaction":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Settlement transaction identifier when available."}},"required":["protocol","payer","transaction","network"],"type":"object"},"priceUsd":{"description":"USDC-denominated execution price settled through x402.","minimum":0,"type":"number"},"proofId":{"description":"Unique KlearFlow proof identifier for this settled paid execution.","type":"string"},"result":{"additionalProperties":true,"description":"Inspection result containing the leakage score, modeled monthly leak, recoverable revenue estimate, and recommended next action.","type":"object"}},"required":["proofId","priceUsd","payment","result"],"type":"object"}⟨30 unchanged words⟩ ,"type":"string"},"businessName":{"description":"Optional business name used to label the recovery packet.","type":"string"},"customerFirstName":{"description":"Optional customer first name used only when composing the recommended action text.","type":"string"},"eventType":{"description":"Specific revenue-loss event to recover: missed call, stale lead, unanswered quote, appointment no-show, or failed payment.","enum":["missed_call","stale_lead","quote_unanswered","appointment_no_show","payment_failed"],"type":"string"},"industry":{"description":"Optional business industry or service category used to tailor the recovery action.","type":"string"},"minutesSinceEvent":{"description" ⟨20 unchanged words⟩ ","type":"string"},"preferredChannel":{"description":"Preferred recovery channel. Use auto to let KlearFlow select among SMS, email, or a human phone task.","enum":["auto","sms","email" ⟨22 unchanged words⟩
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{"additionalProperties":false,"properties":{"payment":{"additionalProperties":false,"properties":{"network":{"description":"Payment network identifier, currently Base mainnet eip155:8453.","type":"string"},"payer":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Settled payer address when supplied by the payment facilitator."},"protocol":{"const":"x402","type":"string"},"transaction":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Settlement transaction identifier when available."}},"required":["protocol","payer","transaction","network"],"type":"object"},"priceUsd":{"description":"USDC-denominated execution price settled through x402.","minimum":0,"type":"number"},"proofId":{"description":"Unique KlearFlow proof identifier for this settled paid execution.","type":"string"},"result":{"additionalProperties":true,"description":"Recovery decision packet containing priority, recommended action, fallbacks, stop conditions, modeled economics, and safety boundaries.","type":"object"}},"required":["proofId","priceUsd","payment","result"],"type":"object"}{"additionalProperties":false,"properties":{"excludeHosts":{"description":"Optional provider hostnames to exclude from the ranked result, useful to avoid self-routing or previously rejected providers.","items":{"maxLength":255,"minLength":1, ⟨73 unchanged words⟩
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{"additionalProperties":false,"properties":{"payment":{"additionalProperties":false,"properties":{"network":{"description":"Payment network identifier, currently Base mainnet eip155:8453.","type":"string"},"payer":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Settled payer address when supplied by the payment facilitator."},"protocol":{"const":"x402","type":"string"},"transaction":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Settlement transaction identifier when available."}},"required":["protocol","payer","transaction","network"],"type":"object"},"priceUsd":{"description":"USDC-denominated execution price settled through x402.","minimum":0,"type":"number"},"proofId":{"description":"Unique KlearFlow proof identifier for this settled paid execution.","type":"string"},"result":{"additionalProperties":true,"description":"Routing result containing the ranked live x402 provider candidates and the selected recommendation; no downstream provider is executed.","type":"object"}},"required":["proofId","priceUsd","payment","result"],"type":"object"}Changed the definition of "inspect_revenue_opportunity", "recover_revenue" and "route_task"
InspectUseathisrealfirst when deciding whether a businessforhas recoverable missed-call or follow-up revenueleakage,leakage.estimateReturnsrecoverablea score, estimated monthlyrevenue
Changed the definition of "route_task"
{"additionalProperties":false,"properties":{"excludeHosts":{"items":{"maxLength":255,"minLength":1,"type":"string"},"maxItems":20,"type":"array"},"limit":{"maximum":10,"minimum":1,"type":"integer"},"maxPriceUsd":{"maximum":1000,"minimum":0,"type":"number"},"preferPaidVerified":{"type":"boolean"},"task":{"maxLength":500,"minLength ⟨7 unchanged words⟩
Added "route_task" (2 tools before, 3 now)
Route Task — Find ranked live x402 providers for a plain-English task without executing downstream spend. Launch routing costs $0.005 via x402 Base USDC.
Certificate recorded, valid to 2026-11-27
Authorization not required
Changed the definition of "inspect_revenue_opportunity" and "recover_revenue"
⟨12 unchanged words⟩ , and return the recommended next commercial action.Execution costsLaunch$0.25executionbycostsdefault$0.01 via x402 Base USDC.
⟨22 unchanged words⟩ is sent; the caller executes the returned action.
Unknown → Live
First tool surface recorded: 2 tools (server version 0.3.0)
https://klearflow.vercel.app/mcp (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 10 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
{"additionalProperties":false,"properties":{"averageJobValue":{"description":"Average revenue in USD from one won job or customer opportunity.","minimum":0,"type":"number"},"businessName":{"description":"Optional business name used only to label the result.","type":"string"},"estimatedRecoveryRate":{"description":"Expected fraction of leaked opportunities that can be recovered, from 0 to 1. Omit to use the model default.","maximum":1,"minimum":0,"type":" ⟨7 unchanged words⟩ ,"type":"string"},"industry":{"description":"Business industry or service category, for example HVAC, roofing, plumbing, legal, or dental.","type":"string"},"interestLevel":{"enum" ⟨4 unchanged words⟩ ,"type":"string"},"missedCallsPerWeek":{"description":"Estimated inbound calls missed per week. Use 0 when none are missed.","minimum":0,"type":"number"},"zipCode":{"description":"Optional postal code used as business-market context.","type":"string"}},"required":[" ⟨5 unchanged words⟩
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}Turn aUsemissedthiscall,afterstalealead,specificunansweredrevenue-lossquote,eventappointmentalreadyno-show,happenedorandfailedthepaymentcallerintoneedsatheprioritizednext recoverydecision packet. No externalaction.messageReturnsisasent;prioritizedthedecisioncallerpacket;executesKlearFlowthesendsreturnednoaction.externalLaunchmessage.executionExecution costs $0.05 via x402 Base USDC.
{"additionalProperties":false,"properties":{"averageOpportunityValue":{"description":"Estimated gross value in USD of the customer opportunity.","minimum":0,"type":"number"},"bookingUrl":{"description":"Optional booking URL to include in a recommended recovery message.","type":"string"},"businessName":{"type" ⟨14 unchanged words⟩ {"type":"string"},"minutesSinceEvent":{"description":"Minutes elapsed since the revenue-loss event occurred.","minimum":0,"type":"number"},"paymentUrl":{"description":"Optional secure payment-retry URL for payment_failed events.","type":"string"},"preferredChannel":{"enum" ⟨4 unchanged words⟩ ],"type":"string"},"priorAttempts":{"description":"Number of prior recovery outreach attempts already made.","minimum":0,"type":"integer"}}, ⟨5 unchanged words⟩
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}FindUserankedthis when the caller needs to discover and rank live x402 providers for aplain-Englishtaskwithoutbeforeexecutingchoosing downstream spend.LaunchKlearFlowroutingdoes not execute the selected provider. Routing costs $0.005 via x402 Base USDC.
⟨13 unchanged words⟩ ,"type":"array"},"limit":{"description":"Maximum number of ranked provider candidates to return.","maximum":10,"minimum":1,"type":"integer"},"maxPriceUsd":{"description":"Optional maximum listed provider price in USD.","maximum":1000,"minimum":0,"type":"number"},"preferPaidVerified":{"description":"When true, rank providers with independent paid-verification evidence higher.","type":"boolean"},"task":{"description":"Plain-English capability the caller wants a live x402 provider to perform.","maxLength":500,"minLength":3,"type": ⟨5 unchanged words⟩
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{"destructiveHint":false,"idempotentHint":false,"openWorldHint":true,"readOnlyHint":true}