{"domain":"mcpanalytics.ai","count":1,"changes":[{"captured_at":"2026-10-01T08:52:01","card_hash":"bda9b92d93b96dbbc49d3d2cf67fd43275c06a20e3fdb18bc18cc06a3a7ab817","previous_card_hash":null,"diff":{"skills_added":[{"id":"about","name":"about","description":"Platform documentation and info: how it works, tiers, usage.","tags":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"id":"agent_advisor","name":"agent advisor","description":"AI help desk: which analysis fits your question, interpreting results, fixing errors. Multi-turn.","tags":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"id":"package_status","name":"package status","description":"Read an analytics package back: status, every run under it, the report link once delivered.","tags":null,"inputModes":null,"outputModes":null},{"id":"report_cards","name":"report cards","description":"Browse a delivered report's individual cards (charts, tables, insights) inline in chat.","tags":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"id":"reports_view","name":"reports view","description":"Get a shareable browser link for a report, viewable without authentication.","tags":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null},{"id":"tools_schema","name":"tools schema","description":"Get an analysis's parameter schema. ALWAYS call before run_analysis.","tags":null,"inputModes":null,"outputModes":null},{"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":null,"inputModes":null,"outputModes":null}],"skills_removed":[],"skills_changed":[],"fields_changed":[{"field":"name","before":null,"after":"MCP Analytics"},{"field":"description","before":null,"after":"The statistical analyst in your AI chat: bring a dataset and a question, get back a citable, re-runnable report with its method named."},{"field":"version","before":null,"after":"1.0.5"},{"field":"url","before":null,"after":"https://api.mcpanalytics.ai/auth0"},{"field":"documentationUrl","before":null,"after":"https://mcpanalytics.ai/docs/quickstart"},{"field":"provider","before":null,"after":{"organization":"MCP Analytics","url":"https://mcpanalytics.ai"}}],"other_changed":true,"is_empty":false,"human_summary":"added 28 skills · name ∅ → MCP Analytics · description ∅ → The statistical analyst in your AI chat: · version ∅ → 1.0.5 · url ∅ → https://api.mcpanalytics.ai/auth0 · documentationUrl ∅ → https://mcpanalytics.ai/docs/quickstart · provider ∅ → MCP Analytics"}}]}