ai.mcpanalytics/analytics

Tools

• about

  Platform documentation and info: how it works (Answer, Analytics, Custom Analytics), usage.

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• account_link

  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.

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• adjust_estimate

  Apply the user's layout wishes to the estimate's page through the layout agent; a new named arrangement, nothing overwritten, no number changes.

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• agent_advisor

  AI help desk: which analysis fits your question, interpreting results, fixing errors. Multi-turn.

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• ask_library

  Ask a question across all your delivered analyses: a synthesized answer with citations back to specific reports.

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• build_status

  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.

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• check_tool_fit

  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.

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• datasets_list

  List and search your uploaded datasets, with fuzzy matching on name, description, and tags. Returns each dataset's uuid:// reference for use in path_resolver and path_tool_run.

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• datasets_upload

  Get your data in. Pass `data` as an array of row objects to create the dataset immediately and get a dataset_ref ready for path_resolver; 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.

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• discover_tools

  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 path_resolver.

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• find_precedent

  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.

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• my_objects

  List and search the objects you own across every question: the curated charts, tables and figures of each delivered package, grouped by objective.

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• package_status

  Read an analytics package back: status, every run under it, the report link once delivered.

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• path_answer

  A read of the data (a total, an average, a count, the top group), computed on every row, in this response. When the question is not a read it says so and names the next step. Time: as path_resolver quotes.

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• path_bespoke

  Order a custom analysis built for this data from a confirmed estimate, optionally with library tools alongside. Needs the person's yes and an idempotency key; a retry returns the first order. Time: as path_resolver quotes.

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• path_estimate

  A rough answer over a sample and the layout of the full report, for the person to confirm before anything is ordered. Time: as path_resolver quotes.

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• path_rerun

  Run a delivered analysis again, on its own dataset or a new one: the same tools and mappings, no rebuild. Time: as path_resolver quotes.

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• path_resolver

  Which path a question about data should take (reuse, rerun, answer, tool_run, estimate, bespoke, ask or none), with the reason, every path's score and time, and the ready input for the path it picks. Executes nothing and charges nothing.

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• path_reuse

  Hand back the report already delivered for this question on this data. Time: as path_resolver quotes.

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• path_tool_run

  Run one or more tested library tools on this dataset, with charts and a written report. No custom build. Time: as path_resolver quotes.

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• report_cards

  Browse a delivered report's individual cards (charts, tables, insights) inline in chat.

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• reports_list

  Your report library: every analysis delivered, with status and links. Pass semantic_query to search report content in plain language.

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• reports_view

  Get a shareable browser link for a report, viewable without authentication.

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• review_estimate

  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 path_bespoke.

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• schedules

  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'.

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• tools_schema

  Get an analysis's parameter schema. ALWAYS call before path_tool_run.

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• warehouse

  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).

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Embed this server’s score

Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

[![Vouch score](https://vouch.tools/api/servers/ff23d55c-fec6-4d6c-a8ef-3f2d32d83d92/badge.svg)](https://vouch.tools/servers/ff23d55c-fec6-4d6c-a8ef-3f2d32d83d92)