{"$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":"2026-11-05T17:49:18.496Z","url":"https://verifymcp.io/servers/com-helloai-directory/helloai","markdownUrl":"https://verifymcp.io/servers/com-helloai-directory/helloai.md","server":{"slug":"com-helloai-directory","name":"Hello, AI","registryName":"com.helloai/directory","description":"Ask your assistant which frontier model to use and get a live, Elo-backed answer.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"helloai","type":"remote","identifier":"https://helloai.com/mcp","withdrawn":false,"url":"https://verifymcp.io/servers/com-helloai-directory/helloai","version":"1.0.0","transport":null,"scoredAt":"2026-11-05T02:20:10.901Z"},"score":{"total":77,"tier":"medium","status":"scored","weekDelta":3,"history":[{"date":"2026-11-05","total":77},{"date":"2026-11-04","total":77},{"date":"2026-11-03","total":76},{"date":"2026-11-02","total":76},{"date":"2026-11-01","total":75},{"date":"2026-10-31","total":75},{"date":"2026-10-30","total":74},{"date":"2026-10-29","total":74},{"date":"2026-10-28","total":73},{"date":"2026-10-27","total":73}]},"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":71,"verdict":"fail","reasons":["AI-judged instruction clarity (good).","Tool/resource definitions use about 568 tokens (~94/item across 6 items; 6 tools + 0 resources), lean.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.ai_quality","args":{"band":"good"}},{"code":"schema.footprint_lean","args":{"avg":"94","items":"6","tools":"6","tokens":"568","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":30,"verdict":"partial","reasons":["Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses."],"codes":[{"code":"stability.building_history","args":{"days":"9"}}]},{"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 6 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 7 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":"6"}},{"code":"toolsafety.manipulation_clean","args":{"units":"7","judged":"7"}}]},{"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":"helloai","type":"remote","identifier":"https://helloai.com/mcp","withdrawn":false,"score":77,"current":true,"url":"https://verifymcp.io/servers/com-helloai-directory/helloai","markdownUrl":"https://verifymcp.io/servers/com-helloai-directory/helloai.md"}],"facts":[{"label":"Endpoint","value":"https://helloai.com/mcp"},{"label":"Transports","value":"streamable-http"},{"label":"Auth","value":"none"},{"label":"Version","value":"1.0.0"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"recommend_models","title":"Recommend models for a task","description":"Rank Hello, AI's tracked frontier models for a task. Same scoring as GET /api/recommend: task match 40%, Elo 35%, input cost 15%, context 10% (Elo 55%, cost 25%, context 20% when no task matches). Only rated models rank; unrated ones are listed separately. score is an ordering aid, not a quality measure.","inputs":[{"name":"limit","type":"integer","required":false,"description":"How many ranked rows to return, 1 to 10. Default 3."},{"name":"max_cost","type":"number","required":false,"description":"Maximum USD per 1 million input tokens; models above it are excluded."},{"name":"min_context","type":"integer","required":false,"description":"Minimum context window in tokens; models below it are excluded."},{"name":"provider","type":"string","required":false,"description":"Provider name, case-insensitive exact match (for example Anthropic, Google, xAI)."},{"name":"task","type":"string","required":false,"description":"Use case, matched against the category names: Overall Preference, Coding & Engineering, Hard Reasoning & Science, Honest Daily Use. Examples: coding, reasoning, overall, daily."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":220},{"name":"list_models","title":"List tracked models","description":"All tracked models with full records: Elo and its provenance (elo_source), prices per million tokens, context window, strengths, description. rated is false when the stored Elo is a predecessor's, missing or stale.","inputs":[{"name":"provider","type":"string","required":false,"description":"Provider name, case-insensitive substring match."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":66},{"name":"get_model","title":"Get one model","description":"One tracked model's full record by id (claude, fable, muse, gemini, qwen, grok) or exact name.","inputs":[{"name":"id","type":"string","required":true,"description":"Model id or exact name"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":50},{"name":"list_categories","title":"List use-case categories","description":"The curated use-case categories with their curator-chosen leader and a one-paragraph insight. The leader is a hand-set label, not derived from Elo.","inputs":[],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":39},{"name":"list_articles","title":"List recent articles","description":"Recent Hello, AI articles, newest first: title, date, category, excerpt and URL.","inputs":[{"name":"limit","type":"integer","required":false,"description":"Articles to return, 1 to 50. Default 10."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":47},{"name":"get_status","title":"Data freshness and version","description":"Data freshness, app version, model and article counts, the scoring version and snapshot fingerprint, and the rate limit.","inputs":[],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":31}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-05T02:20:10.000Z","track":"remote","endpoint":"https://helloai.com/mcp","declaredUrl":null,"truncated":false,"tls":{"outcome":"valid","label":"Valid","version":"TLS 1.3","cipherSuite":"TLS_AES_256_GCM_SHA384","chainError":null,"certificates":[{"subject":"CN=www.helloai.com","issuer":"CN=YR1,O=Let's Encrypt,C=US","notBefore":"2026-09-22T13:12:07Z","notAfter":"2026-12-21T13:12:06Z","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":"helloai.com.","steps":[{"zone":".","outcome":"verified","label":"Verified"},{"zone":"com.","outcome":"verified","label":"Verified"},{"zone":"helloai.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":301},"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":"2026-10-27","recent":[{"id":"chg_01a1a45c-b15b-7c28-9564-07e968144272","kind":"score.total_changed","summary":"Trust score (76 → 77)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-11-04","url":"https://verifymcp.io/servers/com-helloai-directory/helloai#chg-chg_01a1a45c-b15b-7c28-9564-07e968144272"},{"id":"chg_01a19a0f-c6e3-7119-bc23-205b7d2a61a1","kind":"score.total_changed","summary":"Trust score (75 → 76)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-11-02","url":"https://verifymcp.io/servers/com-helloai-directory/helloai#chg-chg_01a19a0f-c6e3-7119-bc23-205b7d2a61a1"},{"id":"chg_01a18fc2-70ed-70cb-afd4-be50304585fa","kind":"score.total_changed","summary":"Trust score (74 → 75)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-31","url":"https://verifymcp.io/servers/com-helloai-directory/helloai#chg-chg_01a18fc2-70ed-70cb-afd4-be50304585fa"},{"id":"chg_01a18575-fce3-707a-95fe-e15221ac991e","kind":"score.total_changed","summary":"Trust score (73 → 74)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/com-helloai-directory/helloai#chg-chg_01a18575-fce3-707a-95fe-e15221ac991e"},{"id":"chg_01a1804e-aaf9-72ae-bd14-0342dfed2745","kind":"check.reverified","summary":"Stability (unverified → 0.03)","materiality":"functional","direction":"improvement","scoreDelta":null,"occurredOn":"2026-10-28","url":"https://verifymcp.io/servers/com-helloai-directory/helloai#chg-chg_01a1804e-aaf9-72ae-bd14-0342dfed2745"},{"id":"chg_01a17e4e-4676-7ce0-8653-4fd318b1a2c8","kind":"score.first_scored","summary":"First indexed and scored","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-27","url":"https://verifymcp.io/servers/com-helloai-directory/helloai#chg-chg_01a17e4e-4676-7ce0-8653-4fd318b1a2c8"}],"truncated":false,"feedUrl":"https://verifymcp.io/servers/com-helloai-directory/helloai/changelog.json"},"links":{"html":"https://verifymcp.io/servers/com-helloai-directory/helloai","markdown":"https://verifymcp.io/servers/com-helloai-directory/helloai.md","changelogJson":"https://verifymcp.io/servers/com-helloai-directory/helloai/changelog.json","changelogRss":"https://verifymcp.io/servers/com-helloai-directory/helloai.xml","external":[{"label":"Remote endpoint","href":"https://helloai.com/mcp"},{"label":"Website","href":"https://helloai.com/"}]}}