{"$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":"2026-11-05T16:59:26.597Z","url":"https://verifymcp.io/servers/com-operative-intelligence-ai-adoption/ai-adoption","markdownUrl":"https://verifymcp.io/servers/com-operative-intelligence-ai-adoption/ai-adoption.md","server":{"slug":"com-operative-intelligence-ai-adoption","name":"OI AI Adoption","registryName":"com.operative-intelligence/ai-adoption","description":"Advice on bringing AI into work processes, with sourced effects, risks and rules for SI, HR, DE, AT","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"ai-adoption","type":"remote","identifier":"https://operative-intelligence.com/ai-adoption","withdrawn":false,"url":"https://verifymcp.io/servers/com-operative-intelligence-ai-adoption/ai-adoption","version":"0.1.0","transport":null,"scoredAt":"2026-11-05T02:12:47.338Z"},"score":{"total":80,"tier":"high trust","status":"scored","weekDelta":3,"history":[{"date":"2026-11-05","total":80},{"date":"2026-11-04","total":79},{"date":"2026-11-03","total":79},{"date":"2026-11-02","total":78},{"date":"2026-11-01","total":78},{"date":"2026-10-31","total":77},{"date":"2026-10-30","total":77},{"date":"2026-10-29","total":77},{"date":"2026-10-28","total":76},{"date":"2026-10-27","total":76},{"date":"2026-10-26","total":75},{"date":"2026-10-25","total":75},{"date":"2026-10-24","total":74},{"date":"2026-10-23","total":74},{"date":"2026-10-22","total":73},{"date":"2026-10-21","total":73},{"date":"2026-10-20","total":72},{"date":"2026-10-19","total":72},{"date":"2026-10-18","total":71},{"date":"2026-10-17","total":71},{"date":"2026-10-16","total":70},{"date":"2026-10-15","total":70}]},"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":73,"verdict":"fail","reasons":["100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).","AI-judged instruction clarity (good).","Context-footprint check failed: tool/resource definitions use about 2232 tokens (~279/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.descriptions","args":{"pct":"100"}},{"code":"schema.ai_quality","args":{"band":"good"}},{"code":"schema.footprint_heavy","args":{"avg":"279","items":"8","tools":"8","tokens":"2232","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":70,"verdict":"partial","reasons":["Stability observed for 21 of 30 days with no destabilising changes; credit accrues until the full window elapses."],"codes":[{"code":"stability.building_history","args":{"days":"21"}}]},{"name":"Tool Coverage","score":91,"verdict":"partial","reasons":["100% of tools have a non-trivial description (not blank, and not just the tool's name).","73% of tool parameters carry a description."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"73"}}]},{"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 8 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 9 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":"8"}},{"code":"toolsafety.manipulation_clean","args":{"units":"9","judged":"9"}}]},{"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":"ai-adoption","type":"remote","identifier":"https://operative-intelligence.com/ai-adoption","withdrawn":false,"score":80,"current":true,"url":"https://verifymcp.io/servers/com-operative-intelligence-ai-adoption/ai-adoption","markdownUrl":"https://verifymcp.io/servers/com-operative-intelligence-ai-adoption/ai-adoption.md"}],"facts":[{"label":"Endpoint","value":"https://operative-intelligence.com/ai-adoption"},{"label":"Transports","value":"streamable-http"},{"label":"Auth","value":"none"},{"label":"Version","value":"0.1.0"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"get_readiness_questions","title":"Get readiness questions","description":"Returns the self-assessment questions on AI readiness in four areas (data, processes, people, compliance), each with its id, the reason it is asked and the allowed answer options. 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Texts not yet translated are returned in English and marked in the result."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":124},{"name":"estimate_ai_costs","title":"Estimate AI costs and payback","description":"Estimates the costs of introducing AI, shown separately as external costs (contractor, DPIA, legal review, AI literacy training), internal staff time, licences per month and operations per month (hosting, model usage, maintenance), and the payback period in three savings scenarios. Public data with source and retrieval date: Eurostat labour costs (for internal staff time only), published licence, hosting and model price lists, the ECB exchange rate, and savings effects from four published studies. Amounts without a reliable public source are inputs; when they are missing, the result lists them and does not assume values. Also names, per country (SI, AT, DE, HR), where to check current public funding calls for digitalisation and AI; it gives no amounts and does not say whether any call is open.","inputs":[{"name":"compliance","type":"object","required":false,"description":null},{"name":"country","type":"string","required":false,"description":"ISO country code: SI, AT, DE or HR; otherwise the EU average"},{"name":"external","type":"object","required":false,"description":null},{"name":"hosting","type":"object","required":false,"description":null},{"name":"internal_hourly_cost_eur","type":"number","required":false,"description":null},{"name":"internal_hours","type":"object","required":false,"description":null},{"name":"internal_it_hourly_cost_eur","type":"number","required":false,"description":null},{"name":"lang","type":"string","required":false,"description":"Language of the result: sl, en, de or hr. Texts not yet translated are returned in English and marked in the result."},{"name":"licence","type":"object","required":false,"description":null},{"name":"maintenance_eur_per_month","type":"number","required":false,"description":null},{"name":"model_usage","type":"object","required":false,"description":null},{"name":"own_savings_share","type":"number","required":false,"description":"Own estimate of the share of process time saved; replaces the study"},{"name":"process_hours_per_week","type":"number","required":true,"description":"Hours per week currently spent on the process"},{"name":"task_type","type":"string","required":false,"description":"Type of work, to apply the effect measured in a published study"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":371},{"name":"plan_ai_rollout","title":"Plan AI rollout","description":"Returns a phased rollout plan (discovery, pilot, rollout, operations) with tasks, roles in RACI form, risks and indicators for the chosen implementation pattern. 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