{"uid":"cap_ukgiTCKaVSgp8xgCJAqtB","slug":"aeml-ai-tool-mcp-alive-oracle-death-forensics-6bbdb710","name":"AEML AI Tool / MCP Alive-Oracle & Death Forensics","description":"[3-LEG] AI tool and MCP chain, one tool (?entity=mammoth-ai): leading decay warnings, release cadence stalling and docs going dark -> current live or dead status from real DNS and GitHub checks -> realized lifecycle from launch to death with days alive (confirmation gate). A sequential chain, not one reading - confidence = how many legs are lit, in order. Sources: DNS, GitHub, package registries. Descriptive only, never a forecast or advice. No data -> 422 no_charge, not billed.","url":"https://aeml-x402.zeabur.app/gauge/tool-region","method":"GET","headers":{},"bodySchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"input":{"type":"object","required":["type","method","queryParams"],"properties":{"type":{"const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object","required":["entity"],"properties":{"entity":{"type":"string","examples":["jasper-ai","perplexity-ai","midjourney","runwayml","elevenlabs","cursor"],"description":"required - monitored object id, paired with signal_id; free list at GET /gauge/catalog?signal_id=<signal_id> -> signals[0].entities[]","x-accepted-values":{"all":"https://api.truthbear.co/schemas/gauge-tool-region.input.json","shown":6,"total":21}}},"additionalProperties":false}}},"output":{"type":"object","required":["type"],"properties":{"type":{"const":"json"},"example":{}}}}},"responseSchema":{"type":"json"},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.25","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.25/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_PsLlQ8ulITan8nwFTwn8w","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.25","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns lifecycle status, death signals, zombie detection, and cross-validated narrative for a named AI tool or MCP, using real DNS/GitHub/directory signals.","exampleAgentPrompt":"Check if mammoth-ai is still alive — I want to know its current lifecycle status, whether its GitHub repo is archived, if its page has disappeared, and whether it's a zombie tool still being recommended after shutdown.","exampleUseCases":[{"title":"Vetting an AI tool before integration","prompt":"Before I build on top of reka-ai, can you check whether it's still alive? I need to know its DNS status, GitHub health, how long it's been running, and if there are any death warnings like a pricing spike or archived repo."},{"title":"Detecting zombie tools in AI directories","prompt":"I keep seeing 'AgentGPT' recommended in AI tool directories — can you run a zombie check on agentgpt to see if it's actually dead but still being listed by AI engines and catalogs?"},{"title":"Researching a failed MCP server post-mortem","prompt":"Can you pull the death forensics for the MCP server 'dust-tt'? I want to know when it went offline, what the warning signals were — page disappearance, GitHub archival, pricing changes — and a cross-validated narrative of what happened."}],"resultDescription":"Returns a structured object with: entity key, alive/dead lifecycle reading across DNS and GitHub legs, days-alive count, death/decay warning signals (page gone, pricing surge, GitHub archived), zombie detection flag (dead tool still being recommended), cross-line narrative describing the situation in neutral observational language, data provenance with freshness status, and an offline-verifiable Ed25519-signed citation anchoring the claims to traceable sources.","failureModes":["Unknown entity key returns no data or empty legs","DNS or GitHub sources temporarily unreachable causing stale data","Tool is ambiguously named causing misidentification","Zombie detection may lag if AI directory crawl is not recent","Payment of 0.1 USDC required — missing or failed x402 payment returns 402 error","Source data frozen/dead triggers dead_source flag in provenance"],"whenToPreferThis":"Choose this endpoint when you need a multi-signal, cross-validated liveness and lifecycle check for a specific AI tool or MCP — combining real DNS resolution, GitHub archive status, pricing anomaly detection, and zombie-in-directory detection in one call. Prefer over manual Google searches or single-signal checks when you need verifiable, citable evidence of whether a tool is alive, dying, or already dead but still being recommended.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:42:41.307Z","isFirstParty":false}