{"$schema":"https://verifymcp.io/schemas/trust-report.json","schemaVersion":1,"license":{"name":"CC BY-NC 4.0","url":"https://creativecommons.org/licenses/by-nc/4.0/"},"generatedAt":"2026-11-06T04:33:46.356Z","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data.md","server":{"slug":"pipeworx-io-seoul-data","name":"Seoul Data","registryName":"io.github.pipeworx-io/seoul-data","description":"Seoul Open Data MCP — city data for Seoul via the Seoul Open Data Plaza API (openapi.seoul.go.kr).…","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"pipeworx-mcp-seoul-data","type":"npm","identifier":"@pipeworx/mcp-seoul-data","withdrawn":false,"url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data","version":"0.2.1","transport":"stdio","scoredAt":"2026-11-06T00:03:04.525Z"},"score":{"total":84,"tier":"high trust","status":"scored","weekDelta":4,"history":[{"date":"2026-11-06","total":84},{"date":"2026-11-05","total":83},{"date":"2026-11-04","total":80},{"date":"2026-11-03","total":80},{"date":"2026-11-02","total":80},{"date":"2026-11-01","total":80},{"date":"2026-10-31","total":80},{"date":"2026-10-30","total":80},{"date":"2026-10-29","total":80}]},"categories":[{"name":"Supply Chain Security","score":100,"verdict":"pass","reasons":["No malware found by supply-chain analysis.","No known CVEs affecting this package version or its production dependencies.","No install/post-install scripts declared.","No production dependencies, so there is no dependency health to assess."],"codes":[{"code":"supplychain.malware_clean","args":{}},{"code":"cve.none","args":{}},{"code":"installscript.none","args":{}},{"code":"dephealth.no_dependencies","args":{"deps":"0","unhealthy":"0"}}]},{"name":"Provenance & Transparency","score":97,"verdict":"fail","reasons":["Source repository is publicly reachable at the declared URL.","Cryptographically verified build provenance (signed, bound to pipeworx-io/mcp-seoul-data).","Clear OSI-approved license (MIT).","Actively maintained (last published 0 days ago).","Disclosure check failed: no security disclosure policy was found in the source repository."],"codes":[{"code":"provenance.repo_verified","args":{}},{"code":"provenance.verified","args":{"repo":"pipeworx-io/mcp-seoul-data"}},{"code":"license.osi","args":{"spdx":"MIT"}},{"code":"maintenance.recent","args":{"age_days":"0"}},{"code":"disclosure.absent","args":{}}]},{"name":"Schema Quality & AI Usability","score":70,"verdict":"fail","reasons":["AI-judged instruction clarity (good).","Context-footprint check failed: tool/resource definitions use about 648 tokens (~162/item across 4 items; 4 tools + 0 resources), over budget; trim descriptions and params.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.ai_quality","args":{"band":"good"}},{"code":"schema.footprint_heavy","args":{"avg":"162","items":"4","tools":"4","tokens":"648","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":27,"verdict":"partial","reasons":["Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses."],"codes":[{"code":"stability.building_history","args":{"days":"8"}}]},{"name":"Tool Coverage","score":100,"verdict":"pass","reasons":["100% of tools have a non-trivial description (not blank, and not just the tool's name).","100% of tool parameters carry a description."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"100"}}]},{"name":"Tool Safety","score":100,"verdict":"pass","reasons":["No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.","We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it."],"codes":[{"code":"toolsafety.injection_clean","args":{}},{"code":"toolsafety.destructive_none","args":{"tools":"4"}},{"code":"toolsafety.manipulation_clean","args":{"units":"5","judged":"5"}}]},{"name":"Capabilities","score":100,"verdict":"pass","reasons":["Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28."],"codes":[{"code":"protocol.supported","args":{"latest":"2026-07-28","version":"2025-11-25"}}]}],"inconclusive":[],"malware":[],"components":[{"slug":"seoul-data-mcp","type":"remote","identifier":"https://gateway.pipeworx.io/seoul-data/mcp","withdrawn":false,"score":70,"current":false,"url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/seoul-data-mcp","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-seoul-data/seoul-data-mcp.md"},{"slug":"pipeworx-mcp-seoul-data","type":"npm","identifier":"@pipeworx/mcp-seoul-data","withdrawn":false,"score":84,"current":true,"url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data.md"}],"facts":[{"label":"Registry","value":"npm"},{"label":"Package","value":"@pipeworx/mcp-seoul-data"},{"label":"Version","value":"0.2.1"},{"label":"Transport","value":"stdio"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"seoul_real_estate","title":null,"description":"Seoul property/apartment SALE transactions (실거래가) from the official registry. PREFER for \"apartment prices in <Seoul district>\", \"recent Seoul real-estate sales\", \"what did <building> sell for\". Optionally filter by year and district code. Returns building name, neighborhood (dong), sale price (KRW), floor area (m²), floor, and contract date. Common district codes: 11680=Gangnam, 11650=Seocho, 11710=Songpa, 11110=Jongno, 11140=Jung, 11170=Yongsan, 11440=Mapo, 11200=Seongdong, 11560=Yeongdeungpo, 11620=Gwanak, 11590=Dongjak, 11350=Nowon.","inputs":[{"name":"district_code","type":"string","required":false,"description":"5-digit Seoul district code, e.g. \"11680\" (Gangnam) (optional)."},{"name":"limit","type":"number","required":false,"description":"Max transactions (default 5; sample key caps at 5, real key up to 1000)."},{"name":"year","type":"number","required":false,"description":"Contract year, e.g. 2026 (optional)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":262},{"name":"seoul_air_quality","title":null,"description":"Real-time air quality across Seoul districts (자치구) — PM10, PM2.5, ozone, NO2, CO, SO2, the comprehensive air index (CAI), and its grade (좋음/Good … 나쁨/Bad). Use for \"air quality in Seoul / <district>\", \"Seoul PM2.5 right now\".","inputs":[],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":85},{"name":"seoul_events","title":null,"description":"Seoul cultural events — exhibitions, concerts, festivals, performances — with title, category, district, date, venue, target audience, and fee. Use for \"cultural events in Seoul\", \"what's on in <Seoul district>\".","inputs":[{"name":"limit","type":"number","required":false,"description":"Max events (default 5; sample key caps at 5, real key up to 1000)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":86},{"name":"seoul_dataset","title":null,"description":"Generic passthrough to ANY Seoul Open Data Plaza service by its service name (서비스명) — returns the raw rows. Use when a specific Seoul dataset is needed that the named tools don't cover (e.g. \"CardSubwayStatsNew\" subway ridership, \"GetParkingInfo\" parking, \"tbCycleStationInfo\" bike stations, \"SPOP_LOCAL_RESD_DONG\" population). Browse services at data.seoul.go.kr.","inputs":[{"name":"end","type":"number","required":false,"description":"End row (default 5; sample key caps at 5)."},{"name":"service","type":"string","required":true,"description":"Seoul Open Data service name, e.g. \"GetParkingInfo\", \"tbCycleStationInfo\"."},{"name":"start","type":"number","required":false,"description":"Start row (1-based, default 1)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":161}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-06T00:03:04.000Z","track":"package","endpoint":null,"declaredUrl":null,"truncated":false,"tls":null,"dnssec":null,"auth":null,"httpsRedirect":null,"transports":[],"provenance":{"outcome":"verified","label":"Verified","reason":"verified","reasonLabel":"Verified","discovery":"attestation_endpoint","discoveryLabel":"Registry attestation endpoint","sourceRepo":null,"attestationSkipped":null,"attestationSkippedLabel":null},"installScripts":[],"installScriptsTotal":null,"vulnerabilities":[],"vulnerabilitiesTotal":null,"dependencies":{"nodes":0,"partial":false,"deprecated":null,"stale":null,"noRepo":null}},"mismatches":[],"changelog":{"trackingSince":"2026-10-29","recent":[{"id":"chg_01a1ae2a-8500-7235-8804-c49ba644d59b","kind":"score.total_changed","summary":"Trust score (83 → 84)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-11-06","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a1ae2a-8500-7235-8804-c49ba644d59b"},{"id":"chg_01a1a9db-7ed0-772c-900f-7b59bdac534b","kind":"check.reverified","summary":"Stability (unverified → 0.23)","materiality":"functional","direction":"improvement","scoreDelta":null,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a1a9db-7ed0-772c-900f-7b59bdac534b"},{"id":"chg_01a1a9db-7ed2-738e-86bb-b2ee72b76b55","kind":"score.total_changed","summary":"Trust score (49 → 83)","materiality":"functional","direction":"improvement","scoreDelta":34,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a1a9db-7ed2-738e-86bb-b2ee72b76b55"},{"id":"chg_01a1a9b5-a581-7df3-a652-e6e9f57fd339","kind":"check.unverifiable","summary":"Tool coverage (100 → 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yet.)","materiality":"security","direction":"neutral","scoreDelta":null,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a1a9b5-a581-72cc-90e8-085b7dae83a3"},{"id":"chg_01a1a9b5-a582-7a15-aa29-2cb1a79ac9ef","kind":"package.version_changed","summary":"Package version (0.2.0 → 0.2.1)","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a1a9b5-a582-7a15-aa29-2cb1a79ac9ef"},{"id":"chg_01a1a9b5-a582-7f03-a79a-c31cc37d8fb1","kind":"score.total_changed","summary":"Trust score (80 → 49)","materiality":"functional","direction":"regression","scoreDelta":-31,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a1a9b5-a582-7f03-a79a-c31cc37d8fb1"},{"id":"chg_01a1a9b5-a582-738c-aebb-7d66084ed704","kind":"check.appeared","summary":"First check of Schema quality (unverified)","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a1a9b5-a582-738c-aebb-7d66084ed704"},{"id":"chg_01a1a9b5-a581-78fb-8262-f0992695a6de","kind":"check.unverifiable","summary":"Capabilities (pass → unverified)","materiality":"functional","direction":"regression","scoreDelta":null,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a1a9b5-a581-78fb-8262-f0992695a6de"},{"id":"chg_01a18a4b-2750-7379-9f8c-e830fbb2a941","kind":"check.reverified","summary":"Security disclosure (unverified → fail)","materiality":"functional","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-30","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a18a4b-2750-7379-9f8c-e830fbb2a941"},{"id":"chg_01a186ad-6ec0-7a8e-8814-572ee3592084","kind":"score.first_scored","summary":"First indexed and scored","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data#chg-chg_01a186ad-6ec0-7a8e-8814-572ee3592084"}],"truncated":false,"feedUrl":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data/changelog.json"},"links":{"html":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data","markdown":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data.md","changelogJson":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data/changelog.json","changelogRss":"https://verifymcp.io/servers/pipeworx-io-seoul-data/pipeworx-mcp-seoul-data.xml","external":[{"label":"npm package","href":"https://www.npmjs.com/package/@pipeworx/mcp-seoul-data"},{"label":"Socket report","href":"https://socket.dev/npm/package/@pipeworx/mcp-seoul-data"},{"label":"Repository","href":"https://github.com/pipeworx-io/mcp-seoul-data"},{"label":"Website","href":"https://pipeworx.io/packs/seoul-data"}]}}