{"audit":{"version":"1.5","generated_at":"2026-10-01T10:35:07.718439+00:00","generated_by":"Agenstry","report_url":"https://agenstry.com/agents/mcpanalytics.ai","methodology_url":"https://agenstry.com/methodology","verifier_jwks_url":"https://agenstry.com/.well-known/jwks.json","subject":{"domain":"mcpanalytics.ai","name":"MCP Analytics","url":"https://mcpanalytics.ai/.well-known/agent.json"}},"identity":{"provider":{"organization":"MCP Analytics","url":"https://mcpanalytics.ai"},"registry_verification":null,"signature":{"signed":false,"signature_valid":null}},"protocol":{"version":null,"supports_streaming":false,"supports_push_notifications":false},"operational":{"live_state":"auth_required","live_responds":false,"last_status_code":200,"last_elapsed_ms":93,"last_error":null},"track_record":{"first_seen":"2026-10-01T08:52:01.973359+00:00","last_checked":"2026-10-01T08:52:01.973359+00:00","last_seen_ok":"2026-10-01T08:52:01.973359+00:00","checks_total":1,"checks_ok":1,"uptime_pct":100.0,"uptime_window_days":30,"uptime_probes":1,"archived":false,"archived_reason":null},"conformance":{"score":44,"grade":"D","summary":"D-grade: significant issues, auth-gated, partially broken, or stale.","criteria":[{"key":"valid_card","label":"Valid AgentCard","points":10,"max_points":10,"status":"pass","detail":"Parseable AgentCard returned by the well-known endpoint (Agenstry readiness signal; not an official TCK certification)."},{"key":"live_responds","label":"Live JSON-RPC","points":15,"max_points":25,"status":"partial","detail":"Endpoint requires auth, real agent but not anonymously callable."},{"key":"protocol_version","label":"Protocol version","points":0,"max_points":10,"status":"fail","detail":"No protocolVersion in card."},{"key":"signature","label":"JWS signature","points":0,"max_points":10,"status":"info","detail":"Card is unsigned (most published agents are)."},{"key":"uptime","label":"Uptime track record","points":0,"max_points":15,"status":"info","detail":"Only 1 probe so far, need ≥5 for an uptime grade."},{"key":"skills","label":"Skill declaration","points":10,"max_points":10,"status":"pass","detail":"Declares 28 skills with structured metadata. 28 skills without tags — optional in 0.x, REQUIRED once you move the card to v1.0."},{"key":"verified_identity","label":"Verified Identity","points":5,"max_points":10,"status":"partial","detail":"Provider declared: MCP Analytics (https://mcpanalytics.ai). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit."},{"key":"freshness","label":"Freshness + modern flags","points":4,"max_points":5,"status":"pass","detail":"seen in upstream source within 0d"},{"key":"security","label":"Security declaration","points":0,"max_points":5,"status":"info","detail":"Neither securitySchemes nor securityRequirements declared — how to authenticate is unstated."}]},"card_read":{"findings":[],"clean":true,"source_url":"https://mcpanalytics.ai/.well-known/agent.json"},"skills":[{"id":"account_link","name":"account link","description":"Direct link to the right account page for anything not doable in chat: billing, browser upload, report management. Hand the user the link and guide them.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"about","name":"about","description":"Platform documentation and info: how it works, tiers, usage.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"agent_advisor","name":"agent advisor","description":"AI help desk: which analysis fits your question, interpreting results, fixing errors. Multi-turn.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"datasets_upload","name":"datasets upload","description":"Get your data in. Pass `data` as an array of row objects to create the dataset immediately and get a dataset_ref ready for create_analysis; omit it to get an upload link for a file only the user can reach. Add replace_ref (uuid://ID:KEY) with data to REFRESH an existing dataset in place; schedules and tools holding that reference read the new data on their next run.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"datasets_list","name":"datasets list","description":"List and search your uploaded datasets, with fuzzy matching on name, description, and tags. Returns each dataset's uuid:// reference for use in create_analysis and run_analysis.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"discover_tools","name":"discover tools","description":"Browse the analyses you can run: the ones you commissioned plus the platform Standard Library (prebuilt tools; each result tagged source:'own' or 'standard_library'). Plain-language match; no query lists everything, your own first. Nothing fits? Commission it with create_analysis.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"tools_schema","name":"tools schema","description":"Get an analysis's parameter schema. ALWAYS call before run_analysis.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"run_analysis","name":"run analysis","description":"Run an analysis on your data. Returns a shareable interactive report URL with statistics you can cite, re-run and share, and the method named.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"create_analysis","name":"create analysis","description":"Commission a NEW analysis built for your question. tier is REQUIRED. The user picks. Easiest: fuzzy_request (plain language) + dataset_ref + tier. Snapshot = instant automated report (~2-10 min). JSON = a fast computed answer, numbers + method, re-runnable tool you own (~5 min). Brief = the computed answer on a one-page report: chart, numbers, method (~7 min). Deck = commissioned deep analysis, a durable re-runnable module you own (30-45 min). Failed builds are never billed.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"modify_analysis","name":"modify analysis","description":"Modify an EXISTING analysis into a new version: reword the question, swap the method, or add a variable. Pass tool_name + changes (plain language). Rebuilds on the analysis's own dataset by default; the original stays put. Returns pipeline tracking. Follow with build_status.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"request_estimate","name":"request estimate","description":"START HERE for a new question: free, ~30 s. A rough answer over a sample plus the layout of the complete package, every place named with the question it will answer, and a page link. Then review_estimate with the user.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"review_estimate","name":"review estimate","description":"The estimate as you review it WITH the user: the question as understood, the estimated answer (sample, marked), every place and its question, the page link, a review checklist. Before order_analytics_package.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"adjust_estimate","name":"adjust estimate","description":"Apply the user's layout wishes to the estimate's page through the layout agent; a new named arrangement, nothing overwritten, no number changes.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"answer_now","name":"answer now","description":"A read of the data (average, count, total, highest/lowest by group, a value in a month) answered in this response, in seconds. Not a read -> immediate=false with the reason; continue with decide_path.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"decide_path","name":"decide path","description":"Step 0 for a new question: which path answers it on this data. One record: route (reuse | answer | package | ask | none), a score with its reason for each of answer, package, ask and none, the compiled read plan when it is a read, the method family and the library's tool fit when it is a package, and the one question to ask when something is missing. Deterministic, read-only.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"find_precedent","name":"find precedent","description":"Before estimating: how did we answer this objective before, on this data or any data? Prior packages and library runs with their tools, mappings, bespoke module names, method and verdicts. Platform-wide, read-only.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"check_tool_fit","name":"check tool fit","description":"Before naming a library tool: does it fit THIS dataset for THIS question? Column mapping, missing required inputs, method-fit verdict, the places it delivers. Read-only.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"order_analytics_package","name":"order analytics package","description":"Order what the estimate promised after reviewing it: library tools that fit, a bespoke build, or both, computed on the whole dataset; one reviewed page delivered. Credits per tool run; failed runs never billed.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"package_status","name":"package status","description":"Read an analytics package back: status, every run under it, the report link once delivered.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"rerun_package","name":"rerun package","description":"Run a delivered package again, on its own data or new data: the same tools, the same curated objects, the same layout, as a new package with its own link.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"my_objects","name":"my objects","description":"List and search the objects you own across every question: the curated charts, tables and figures of each delivered package, grouped by objective.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"build_status","name":"build status","description":"Check a commissioned build in-chat: stage progress, queue position, rejection reason if the data didn't match the objective, honest ETA, report link when delivered.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"ask_library","name":"ask library","description":"Ask a question across all your delivered analyses: a synthesized answer with citations back to specific reports.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"reports_list","name":"reports list","description":"Your report library: every analysis delivered, with status and links. Pass semantic_query to search report content in plain language.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"warehouse","name":"warehouse","description":"Query your org's data warehouse free: browse the catalog (tables with column roles + computed metrics), semantically find data, plain-language ask, or named templates. Requires warehouse enablement (business plans).","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"schedules","name":"schedules","description":"Standing re-runs of analyses you own: action='create' (weekly/monthly against a re-runnable data reference, connector:// or an https:// link; report emailed after each run), 'list', or 'cancel'.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"reports_view","name":"reports view","description":"Get a shareable browser link for a report, viewable without authentication.","tags":[],"examples":[],"inputModes":[],"outputModes":[]},{"id":"report_cards","name":"report cards","description":"Browse a delivered report's individual cards (charts, tables, insights) inline in chat.","tags":[],"examples":[],"inputModes":[],"outputModes":[]}],"provenance":[{"source":"smithery","first_seen":"2026-10-01T08:52:01.973359+00:00"}],"recent_probes":[{"fetched_at":"2026-10-01T08:52:01.973359+00:00","ok":true,"status_code":200,"error":null,"elapsed_ms":93,"live_responds":false}],"catalog_attestation":null,"operator_revenue_evidence":{"evidence_class":"operator_submitted","authenticity":{"rung":"no_operator_evidence","rank":0,"why":"No verifiable operator evidence has been submitted for this agent.","thresholds":{"min_independent_payers":3,"min_verified_usd":25.0},"engine_table":"agent_authenticity","merge_rule":"max(existing_rank, rank)"},"metric_metadata":{"provenance":"operator_submitted_evidence","confidence":"attested","coverage":{"numerator":0},"as_of":"2026-10-01T10:35:07.725771+00:00","definition":"Revenue proofs submitted by the verified owner and re-checked by Agenstry against the settlement chain or the operator's own Stripe account. Only independently confirmed proofs are counted."},"counts":{"retained":0,"verified":0,"unverifiable":0},"verified":{"gross_usd":0.0,"transactions":0,"independent_payers":0},"detail_url":"https://agenstry.com/api/agents/mcpanalytics.ai/evidence","dispute_url":"https://agenstry.com/agents/mcpanalytics.ai/dispute"},"verification_history":[]}