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MCP Analytics

A statistical analyst in your AI chat: bring data and a question, get a citable, re-runnable report.

Connector by mcpanalytics.aiOfficial · Domain verified by the MCP Registry

IndexedMITRemote (HTTP)★ 8
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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/mcpanalytics-ai-analytics

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://api.mcpanalytics.ai/mcp/api-key Remote (HTTP)

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About

A statistical analyst in your AI chat: bring data and a question, get a citable, re-runnable report.

Use cases: data-analysis, data-visualization

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
20 read · 6 write · 1 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 27

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 20 · Look things up without changing anything.

  • about
  • account_link
  • agent_advisor
  • ask_library
  • build_status
  • check_tool_fit
  • datasets_list
  • discover_tools
  • find_precedent
  • my_objects
  • package_status
  • path_answer
Show 8 more tools
  • path_resolver
  • path_reuse
  • report_cards
  • reports_list
  • reports_view
  • review_estimate
  • tools_schema
  • warehouse

Write 6 · Create, change, send or run things.

  • adjust_estimate
  • datasets_upload
  • path_bespoke
  • path_estimate
  • path_rerun
  • path_tool_run

Delete 1 · Delete, drop, revoke or wipe things.

  • schedules

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • X-API-Key

Network hosts it talks to 1

  • api.mcpanalytics.ai · found in remote endpoint, install command

Tools (27)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • aboutread-only

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

  • account_linkread-only

    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.

  • 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.

  • agent_advisorread-only

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

  • ask_libraryread-only

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

  • build_statusread-only

    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.

  • check_tool_fitread-only

    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.

  • datasets_listread-only

    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.

  • 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.

  • discover_toolsread-only

    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.

  • find_precedentread-only

    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.

  • my_objectsread-only

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

  • package_statusread-only

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

  • path_answerread-only

    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.

  • 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.

Show 12 more tools
  • 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.

  • 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.

  • path_resolverread-only

    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.

  • path_reuseread-only

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

  • 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.

  • report_cardsread-only

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

  • reports_listread-only

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

  • reports_viewread-only

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

  • review_estimateread-only

    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.

  • schedulescan change or delete data

    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'.

  • tools_schemaread-only

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

  • warehouseread-only

    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).

Signals

Stars
8
Forks
1
Open issues
4
Last commit
Oct 15, 2026 (13 days ago)
Last release
Oct 15, 2026 (14 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
ai.mcpanalytics/analytics
Version
1.0.8
Auth
API key
License
MIT
Repository
github.com/embeddedlayers/mcp-analytics
Website
mcpanalytics.ai
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

MCP Analytics. Agent Mart. https://agentmart.dev/connectors/mcpanalytics-ai-analytics (last updated 2026-10-24)