{"$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":"2026-11-06T16:32:30.666Z","url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www","markdownUrl":"https://verifymcp.io/servers/com-fourwardhq-fourward/www.md","server":{"slug":"com-fourwardhq-fourward","name":"Fourward AI visibility tools","registryName":"com.fourwardhq/fourward","description":"Score any website's AI search visibility out of 100 and see which of 20 AI crawlers can read it.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"www","type":"remote","identifier":"https://www.fourwardhq.com/mcp","withdrawn":false,"url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www","version":"1.0.0","transport":null,"scoredAt":"2026-11-06T08:15:39.853Z"},"score":{"total":75,"tier":"medium","status":"scored","weekDelta":4,"history":[{"date":"2026-11-06","total":75},{"date":"2026-11-05","total":74},{"date":"2026-11-04","total":74},{"date":"2026-11-03","total":73},{"date":"2026-11-02","total":73},{"date":"2026-11-01","total":72},{"date":"2026-10-31","total":72},{"date":"2026-10-30","total":71},{"date":"2026-10-29","total":71}]},"categories":[{"name":"Endpoint Security","score":74,"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.","HSTS check failed: the Strict-Transport-Security header is absent.","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_absent","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":74,"verdict":"fail","reasons":["AI-judged instruction clarity (excellent).","Context-footprint check failed: tool/resource definitions use about 428 tokens (~214/item across 2 items; 2 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":"214","items":"2","tools":"2","tokens":"428","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 2 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 3 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":"2"}},{"code":"toolsafety.manipulation_clean","args":{"units":"3","judged":"3"}}]},{"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":"www","type":"remote","identifier":"https://www.fourwardhq.com/mcp","withdrawn":false,"score":75,"current":true,"url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www","markdownUrl":"https://verifymcp.io/servers/com-fourwardhq-fourward/www.md"}],"facts":[{"label":"Endpoint","value":"https://www.fourwardhq.com/mcp"},{"label":"Transports","value":"streamable-http"},{"label":"Auth","value":"none"},{"label":"Version","value":"1.0.0"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"check_ai_visibility","title":"AI visibility check","description":"Scores how well AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overviews) can find, read and understand a website. Runs 30 checks in five groups: AI crawler access, what the homepage tells machines, structured data, entity and authority (Wikidata, Wikipedia, linked profiles) and AI-ready content (llms.txt, pricing, proof, docs, comparison pages). Returns a score out of 100, a grade, a score per group and every problem found, with the points it costs. Takes 10 to 30 seconds.","inputs":[{"name":"domain","type":"string","required":true,"description":"The website to check, as a domain such as example.com. A full URL also works; only the hostname is used."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":156},{"name":"check_ai_crawlers","title":"AI crawler checker","description":"Shows which of 20 AI crawlers can read a website's homepage: AI search and answer bots (OAI-SearchBot, ChatGPT-User, Claude-SearchBot, PerplexityBot, Googlebot, Bingbot and more) and AI training bots (GPTBot, ClaudeBot, Google-Extended, CCBot and more). Applies the site's robots.txt rules per bot the way RFC 9309 and Google do, tests the firewall by fetching the homepage as a browser and as four AI bots, and reports llms.txt and sitemap lines. Takes about 10 seconds.","inputs":[{"name":"domain","type":"string","required":true,"description":"The website to check, as a domain such as example.com. A full URL also works; only the hostname is used."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":162}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-06T08:15:39.000Z","track":"remote","endpoint":"https://www.fourwardhq.com/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=www.fourwardhq.com","issuer":"CN=WE1,O=Google Trust Services,C=US","notBefore":"2026-10-20T16:21:44Z","notAfter":"2027-01-18T17:21:42Z","keyType":"ECDSA","keyBits":256,"isCa":false},{"subject":"CN=WE1,O=Google Trust Services,C=US","issuer":"CN=GTS Root R4,O=Google Trust Services LLC,C=US","notBefore":"2023-12-13T09:00:00Z","notAfter":"2029-02-20T14:00:00Z","keyType":"ECDSA","keyBits":256,"isCa":true},{"subject":"CN=GTS Root R4,O=Google Trust Services LLC,C=US","issuer":"CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE","notBefore":"2023-11-15T03:43:21Z","notAfter":"2028-01-28T00:00:42Z","keyType":"ECDSA","keyBits":384,"isCa":true}]},"dnssec":{"result":"insecure","label":"Not signed","name":"www.fourwardhq.com.","steps":[{"zone":".","outcome":"verified","label":"Verified"},{"zone":"com.","outcome":"verified","label":"Verified"},{"zone":"fourwardhq.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":"2026-10-29","recent":[{"id":"chg_01a1afed-7f5e-7383-8364-586013340f97","kind":"score.rubric_changed","summary":"We updated how we score, so this day's move reflects our rubric, not a change to the server","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-11-06","url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www#chg-chg_01a1afed-7f5e-7383-8364-586013340f97"},{"id":"chg_01a1a5a0-2768-7140-b3df-46552cbe4893","kind":"score.total_changed","summary":"Trust score (73 → 74)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-11-04","url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www#chg-chg_01a1a5a0-2768-7140-b3df-46552cbe4893"},{"id":"chg_01a19b49-8f86-7262-993c-f126f3b503a4","kind":"score.total_changed","summary":"Trust score (72 → 73)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-11-02","url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www#chg-chg_01a19b49-8f86-7262-993c-f126f3b503a4"},{"id":"chg_01a190fc-ce36-7e11-8e2c-7351360433f1","kind":"score.total_changed","summary":"Trust score (71 → 72)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-31","url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www#chg-chg_01a190fc-ce36-7e11-8e2c-7351360433f1"},{"id":"chg_01a18bd5-3ee0-73df-bc45-2489c0bf89f9","kind":"check.reverified","summary":"Stability (unverified → 0.03)","materiality":"functional","direction":"improvement","scoreDelta":null,"occurredOn":"2026-10-30","url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www#chg-chg_01a18bd5-3ee0-73df-bc45-2489c0bf89f9"},{"id":"chg_01a18788-4035-7364-bf0c-35adaa5ddba1","kind":"score.first_scored","summary":"First indexed and scored","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/com-fourwardhq-fourward/www#chg-chg_01a18788-4035-7364-bf0c-35adaa5ddba1"}],"truncated":false,"feedUrl":"https://verifymcp.io/servers/com-fourwardhq-fourward/www/changelog.json"},"links":{"html":"https://verifymcp.io/servers/com-fourwardhq-fourward/www","markdown":"https://verifymcp.io/servers/com-fourwardhq-fourward/www.md","changelogJson":"https://verifymcp.io/servers/com-fourwardhq-fourward/www/changelog.json","changelogRss":"https://verifymcp.io/servers/com-fourwardhq-fourward/www.xml","external":[{"label":"Remote endpoint","href":"https://www.fourwardhq.com/mcp"},{"label":"Website","href":"https://www.fourwardhq.com/tools/mcp/"}]}}