{"$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":"2026-11-05T15:48:44.400Z","url":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp","markdownUrl":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp.md","server":{"slug":"com-seoulstart-seoulstart","name":"Seoulstart","registryName":"com.seoulstart/seoulstart","description":"Jobs for foreigners in Korea and median rent, jeonse and home prices from MOLIT data.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"api-mcp","type":"remote","identifier":"https://seoulstart.com/api/mcp","withdrawn":false,"url":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp","version":"1.1.1","transport":null,"scoredAt":"2026-11-05T01:27:47.675Z"},"score":{"total":73,"tier":"medium","status":"scored","weekDelta":null,"history":[{"date":"2026-11-05","total":73},{"date":"2026-11-04","total":73},{"date":"2026-11-03","total":72},{"date":"2026-11-02","total":72}]},"categories":[{"name":"Endpoint Security","score":80,"verdict":"fail","reasons":["The endpoint's TLS certificate is valid, in date, and uses a strong key.","No authorisation is required to call this server. Nothing on it is marked destructive, but we can't show that an anonymous caller can only read: full credit needs the server to list at least one tool and every tool to be verifiably read-only. We use a best-effort check of tool names and descriptions to tell read-only tools from tools that change things, so some genuinely read-only tools may not get full credit. Names that start with a read verb (get, list, read, search and similar) and accurate readOnlyHint annotations help. Meet that to earn full credit, or require authorisation.","HTTPS is enforced; there's no plaintext access path.","The HSTS (Strict-Transport-Security) header is present.","DNSSEC check failed: this domain isn't protected by DNSSEC."],"codes":[{"code":"tls.valid","args":{}},{"code":"auth.none_no_destructive","args":{}},{"code":"https.enforced","args":{}},{"code":"headers.hsts_present","args":{}},{"code":"dnssec.absent","args":{}}]},{"name":"Transport & Reachability","score":100,"verdict":"pass","reasons":["Verified streamable-http transport via a live MCP handshake."],"codes":[{"code":"transport.verified","args":{"transport":"streamable-http"}}]},{"name":"Schema Quality & AI Usability","score":65,"verdict":"fail","reasons":["AI-judged instruction clarity (excellent).","Context-footprint check failed: tool/resource definitions use about 1585 tokens (~226/item across 7 items; 7 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":"excellent"}},{"code":"schema.footprint_heavy","args":{"avg":"226","items":"7","tools":"7","tokens":"1585","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":10,"verdict":"partial","reasons":["Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses."],"codes":[{"code":"stability.building_history","args":{"days":"3"}}]},{"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 7 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 8 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":"7"}},{"code":"toolsafety.manipulation_clean","args":{"units":"8","judged":"8"}}]},{"name":"Capabilities","score":100,"verdict":"pass","reasons":["Implements a current MCP spec version (2026-07-28)."],"codes":[{"code":"protocol.current","args":{"version":"2026-07-28"}}]}],"inconclusive":[],"malware":[],"components":[{"slug":"api-mcp","type":"remote","identifier":"https://seoulstart.com/api/mcp","withdrawn":false,"score":73,"current":true,"url":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp","markdownUrl":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp.md"}],"facts":[{"label":"Endpoint","value":"https://seoulstart.com/api/mcp"},{"label":"Transports","value":"streamable-http"},{"label":"Auth","value":"none"},{"label":"Version","value":"1.1.1"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"search_jobs","title":"Search Seoulstart Jobs","description":"Search open jobs for foreigners on Seoulstart: jobs in South Korea that hire people on foreign visas, remote jobs, global jobs and AI training work. Returns the number of matches and a link to the list on Seoulstart. Free sample jobs come back in full: title, company, location, posting date, a link to the job page and, for Korea jobs, Seoulstart's read of the Korean level needed and the likely visa route. Every other match is locked and carries only the role type, the city and the posting language; titles, companies, pay and apply links are for Seoulstart members. Fits questions about jobs in Korea, English-speaking jobs in Seoul, visa sponsorship in Korea, D-10 or E-7 jobs, and AI training work.","inputs":[{"name":"english_posting","type":"boolean","required":false,"description":"true: only postings written in English."},{"name":"korean","type":"string","required":false,"description":"Korea jobs only. none: no Korean needed. some: no Korean or conversational Korean."},{"name":"limit","type":"integer","required":false,"description":"How many jobs to return (default 5, at most 10)."},{"name":"market","type":"string","required":false,"description":"korea (default): jobs located in South Korea. remote: remote roles. global: jobs outside Korea. ai_training: AI training and data annotation work."},{"name":"query","type":"string","required":false,"description":"Words to match in the job title, company or location, for example \"data analyst\", \"Samsung\" or \"Busan\". Leave empty to list the newest jobs."},{"name":"visa_route","type":"string","required":false,"description":"Korea jobs only. e7: employer likely sponsors the E-7 work visa. d10: fits the D-10 job-seeker visa. e9: Employment Permit System. f_series: for people who already hold an F visa."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":356},{"name":"jobs_overview","title":"Seoulstart Jobs at a glance","description":"Counts of the open jobs on Seoulstart Jobs: how many jobs in South Korea for foreigners, remote, global and AI training jobs, with the Korea jobs split by role family, likely visa route, Korean level needed and posting language. Fits questions about how many English-speaking jobs there are in Korea, or which visa routes and roles are common. Returns counts and the date of the newest listing, no job names.","inputs":[],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":92},{"name":"visa_sponsoring_companies","title":"Companies in Korea hiring for visa-sponsored roles","description":"Employers in South Korea with open jobs on Seoulstart that mention visa sponsorship or are professional roles that usually hire on the E-7 visa, ranked by how many of their postings mention sponsorship, then by how many are likely E-7 roles, then by open jobs. This is the public list from seoulstart.com/jobs/visa-sponsorship-companies. A mention is a strong sign, not a promise of sponsorship for a given role.","inputs":[{"name":"include_teaching","type":"boolean","required":false,"description":"true: also list schools and academies whose roles are mostly teaching jobs (usually the E-2 visa). Default false."},{"name":"limit","type":"integer","required":false,"description":"How many employers to return (default 20, at most 50)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":156},{"name":"housing_median","title":"Median rent, jeonse or sale price in a Korean area","description":"Median monthly rent and deposit, jeonse deposit, or apartment sale price in an area of South Korea, from reported contracts (MOLIT). Fits questions about what rent costs in a Seoul district or Korean city, how big a jeonse deposit is, or what apartments sell for. Returns the median, the number of contracts and the month.","inputs":[{"name":"area","type":"string","required":true,"description":"A place in South Korea: \"Korea\" for the whole country, a province or city (\"Seoul\", \"Busan\", \"Gyeonggi\"), or a district, city or county (\"Mapo-gu\", \"Gangnam\", \"Suwon-si\", \"마포구\")."},{"name":"month","type":"string","required":false,"description":"Optional month as YYYY-MM, for apartment rent or jeonse within the last 12 months. Default: the latest complete month."},{"name":"property_type","type":"string","required":false,"description":"apartment (default), officetel or villa (multi-family house)."},{"name":"province","type":"string","required":false,"description":"Optional. The province or city the area is in, when its name exists in more than one (\"Jung-gu\" is in Seoul, Busan and other cities)."},{"name":"size_band","type":"string","required":false,"description":"Optional home size: under40, 40-60, 60-85 or over85 square meters. Uses new leases over the last 3 months."},{"name":"transaction","type":"string","required":false,"description":"monthly_rent (default, 월세): rent plus deposit. jeonse (전세): a large deposit and no monthly rent. sale: apartment sale price (apartments only)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":318},{"name":"housing_trend","title":"Apartment rent and jeonse trend in a Korean area","description":"Month by month median apartment rent, deposit and jeonse deposit in an area of South Korea for each of the most recent months (up to 12), from reported contracts (MOLIT). Fits questions about whether rent is rising or falling in an area.","inputs":[{"name":"area","type":"string","required":true,"description":"A place in South Korea: \"Korea\" for the whole country, a province or city (\"Seoul\", \"Busan\", \"Gyeonggi\"), or a district, city or county (\"Mapo-gu\", \"Gangnam\", \"Suwon-si\", \"마포구\")."},{"name":"province","type":"string","required":false,"description":"Optional. The province or city the area is in, when its name exists in more than one (\"Jung-gu\" is in Seoul, Busan and other cities)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":167},{"name":"housing_compare","title":"Compare rent or prices in two Korean areas","description":"Median monthly rent, jeonse deposit and apartment sale price side by side for two areas of South Korea, from reported contracts (MOLIT). Fits choosing between two districts or cities.","inputs":[{"name":"area_a","type":"string","required":true,"description":"A place in South Korea: \"Korea\" for the whole country, a province or city (\"Seoul\", \"Busan\", \"Gyeonggi\"), or a district, city or county (\"Mapo-gu\", \"Gangnam\", \"Suwon-si\", \"마포구\")."},{"name":"area_b","type":"string","required":true,"description":"A place in South Korea: \"Korea\" for the whole country, a province or city (\"Seoul\", \"Busan\", \"Gyeonggi\"), or a district, city or county (\"Mapo-gu\", \"Gangnam\", \"Suwon-si\", \"마포구\")."},{"name":"property_type","type":"string","required":false,"description":"apartment (default), officetel or villa (multi-family house)."},{"name":"province_a","type":"string","required":false,"description":"Optional. The province or city the area is in, when its name exists in more than one (\"Jung-gu\" is in Seoul, Busan and other cities)."},{"name":"province_b","type":"string","required":false,"description":"Optional. The province or city the area is in, when its name exists in more than one (\"Jung-gu\" is in Seoul, Busan and other cities)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":281},{"name":"housing_report","title":"Korea housing prices at a glance","description":"The nationwide and Seoul summary of reported housing contracts (MOLIT): median monthly rent, jeonse deposit and apartment sale price by home type, how much renewed leases rose, and the jeonse-to-sale ratio. A quick overview of the Korean rental market.","inputs":[],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":60}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-05T01:27:47.000Z","track":"remote","endpoint":"https://seoulstart.com/api/mcp","declaredUrl":null,"truncated":false,"tls":{"outcome":"valid","label":"Valid","version":"TLS 1.3","cipherSuite":"TLS_AES_128_GCM_SHA256","chainError":null,"certificates":[{"subject":"CN=seoulstart.com","issuer":"CN=YR1,O=Let's Encrypt,C=US","notBefore":"2026-10-19T07:16:26Z","notAfter":"2027-01-17T07:16:25Z","keyType":"RSA","keyBits":2048,"isCa":false},{"subject":"CN=YR1,O=Let's Encrypt,C=US","issuer":"CN=Root YR,O=ISRG,C=US","notBefore":"2025-09-03T00:00:00Z","notAfter":"2028-09-02T23:59:59Z","keyType":"RSA","keyBits":2048,"isCa":true},{"subject":"CN=Root YR,O=ISRG,C=US","issuer":"CN=ISRG Root X1,O=Internet Security Research Group,C=US","notBefore":"2026-05-13T00:00:00Z","notAfter":"2032-09-02T23:59:59Z","keyType":"RSA","keyBits":4096,"isCa":true}]},"dnssec":{"result":"insecure","label":"Not signed","name":"seoulstart.com.","steps":[{"zone":".","outcome":"verified","label":"Verified"},{"zone":"com.","outcome":"verified","label":"Verified"},{"zone":"seoulstart.com.","outcome":"insecure_proven","label":"Unsigned (proven)"}]},"auth":{"outcome":"none","label":"No authorisation required","gate":null,"gateLabel":null,"status":200,"authorizationServers":[]},"httpsRedirect":{"outcome":"https_enforced","label":"HTTPS enforced","status":308},"transports":[{"transport":"streamable-http","outcome":"verified","label":"Verified","status":200,"followed":false}],"provenance":null,"installScripts":[],"installScriptsTotal":null,"vulnerabilities":[],"vulnerabilitiesTotal":null,"dependencies":null},"mismatches":[],"changelog":{"trackingSince":"2026-11-02","recent":[{"id":"chg_01a1a42a-9d63-786a-8750-53b4895e26db","kind":"score.total_changed","summary":"Trust score (72 → 73)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-11-04","url":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp#chg-chg_01a1a42a-9d63-786a-8750-53b4895e26db"},{"id":"chg_01a19f04-9241-7e8a-a36c-3a23353ee978","kind":"check.reverified","summary":"Stability (unverified → 0.03)","materiality":"functional","direction":"improvement","scoreDelta":null,"occurredOn":"2026-11-03","url":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp#chg-chg_01a19f04-9241-7e8a-a36c-3a23353ee978"},{"id":"chg_01a19b65-6ac9-7f18-92c6-dca01c5a023a","kind":"score.first_scored","summary":"First indexed and scored","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-11-02","url":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp#chg-chg_01a19b65-6ac9-7f18-92c6-dca01c5a023a"}],"truncated":false,"feedUrl":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp/changelog.json"},"links":{"html":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp","markdown":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp.md","changelogJson":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp/changelog.json","changelogRss":"https://verifymcp.io/servers/com-seoulstart-seoulstart/api-mcp.xml","external":[{"label":"Remote endpoint","href":"https://seoulstart.com/api/mcp"},{"label":"Website","href":"https://seoulstart.com/connect"}]}}