MCP Analytics

ai.mcpanalytics/analyticsVersion 1.0.8

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

Status

Responds582 msNov 14, 2026, 13:31 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 13:31 UTC
Latency: 582 ms
Remotes responding: 1 of 1
Sign-in: API key
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 21:12 UTC

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Connect

Streamable HTTP

https://api.mcpanalytics.ai/mcp/api-keyResponds582 msNov 14, 2026, 13:31 UTC

No sign-in

Claude Code

claude mcp add --transport http analytics https://api.mcpanalytics.ai/mcp/api-key --header 'X-API-Key: <YOUR_X_API_KEY>'

Replace <YOUR_X_API_KEY> before running.

Claude Desktop and claude.ai

Settings > Connectors > Add custom connector
Name: analytics
Remote MCP server URL: https://api.mcpanalytics.ai/mcp/api-key
This server expects the header X-API-Key.

Cursor

{
  "mcpServers": {
    "analytics": {
      "url": "https://api.mcpanalytics.ai/mcp/api-key",
      "headers": {
        "X-API-Key": "<YOUR_X_API_KEY>"
      }
    }
  }
}

Replace <YOUR_X_API_KEY> before running.

VS Code

code --add-mcp '{"name":"analytics","type":"http","url":"https://api.mcpanalytics.ai/mcp/api-key","headers":{"X-API-Key":"<YOUR_X_API_KEY>"}}'

Replace <YOUR_X_API_KEY> before running.

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Tools

27 tools

Tools of MCP Analytics
	Description		Read-only	Idempotent	Open world
`about`Platform documentation and info: how it works (Answer, Analytics, Custom Analytics), usage.	Platform documentation and info: how it works (Answer, Analytics, Custom Analytics), usage.	No	Yes	Yes	No
`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.	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.	No	Yes	Yes	No
`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.	Apply the user's layout wishes to the estimate's page through the layout agent; a new named arrangement, nothing overwritten, no number changes.	No	No	No	No
`agent_advisor`AI help desk: which analysis fits your question, interpreting results, fixing errors. Multi-turn.	AI help desk: which analysis fits your question, interpreting results, fixing errors. Multi-turn.	No	Yes	Yes	No
`ask_library`Ask a question across all your delivered analyses: a synthesized answer with citations back to specific reports.	Ask a question across all your delivered analyses: a synthesized answer with citations back to specific reports.	No	Yes	Yes	No
`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.	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.	No	Yes	Yes	No
`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.	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.	No	Yes	Yes	No
`datasets_list`List and search your uploaded datasets, with fuzzy matching on name, description, and tags. Returns each dataset's uuid:// reference (the `usage` field) for use as dataset_ref in path_resolver and path_tool_run. The id alone ('uuid://dsv2_...') also works for your own datasets and the platform sample; `dataset_key` may be null for the sample, which is normal.	List and search your uploaded datasets, with fuzzy matching on name, description, and tags. Returns each dataset's uuid:// reference (the `usage` field) for use as dataset_ref in path_resolver and path_tool_run. The id alone ('uuid://dsv2_...') also works for your own datasets and the platform sample; `dataset_key` may be null for the sample, which is normal.	No	Yes	Yes	No
`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.	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.	No	No	No	No
`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.	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.	No	Yes	Yes	No
`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.	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.	No	Yes	Yes	No
`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.	List and search the objects you own across every question: the curated charts, tables and figures of each delivered package, grouped by objective.	No	Yes	Yes	No
`package_status`Read an analytics package back: status, every run under it, the report link once delivered.	Read an analytics package back: status, every run under it, the report link once delivered.	No	Yes	Yes	No
`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. No key yet? Call it with objective and data (a small table, up to 200 rows): a read of that table comes back now, nothing stored. Sign-in is needed to save, re-run, or ask for more than a read.	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. No key yet? Call it with objective and data (a small table, up to 200 rows): a read of that table comes back now, nothing stored. Sign-in is needed to save, re-run, or ask for more than a read.	No	Yes	Yes	No
`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.	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.	No	No	No	No
`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.	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.	No	No	No	No
`path_rerun`Run a delivered analysis again, on its own dataset or a new one: the same tools and mappings, no rebuild. package_id may also be the person's own report link (a /rpt/ link or its rpt_ token) or estimate id (est_); it reruns their newest delivered package for it. Time: as path_resolver quotes.	Run a delivered analysis again, on its own dataset or a new one: the same tools and mappings, no rebuild. package_id may also be the person's own report link (a /rpt/ link or its rpt_ token) or estimate id (est_); it reruns their newest delivered package for it. Time: as path_resolver quotes.	No	No	No	No
`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.	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.	No	Yes	Yes	No
`path_reuse`Hand back the report already delivered for this question on this data. Time: as path_resolver quotes.	Hand back the report already delivered for this question on this data. Time: as path_resolver quotes.	No	Yes	Yes	No
`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.	Run one or more tested library tools on this dataset, with charts and a written report. No custom build. Time: as path_resolver quotes.	No	No	No	No
`report_cards`Browse a delivered report's individual cards (charts, tables, insights) inline in chat.	Browse a delivered report's individual cards (charts, tables, insights) inline in chat.	No	Yes	Yes	No
`reports_list`Your report library: every analysis delivered, with status and links. Pass semantic_query to search report content in plain language.	Your report library: every analysis delivered, with status and links. Pass semantic_query to search report content in plain language.	No	Yes	Yes	No
`reports_view`Get a shareable browser link for a report, viewable without authentication.	Get a shareable browser link for a report, viewable without authentication.	No	Yes	Yes	No
`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.	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.	No	Yes	Yes	No
`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'.	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'.	Yes	No	No	No
`tools_schema`Get an analysis's parameter schema. ALWAYS call before path_tool_run.	Get an analysis's parameter schema. ALWAYS call before path_tool_run.	No	Yes	Yes	No
`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).	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).	No	Yes	Yes	No

Details

Registry status: Active
Published: Oct 15, 2026
Updated: Oct 15, 2026
Website: https://mcpanalytics.ai/⁠ (opens in a new tab)
Repository: https://github.com/embeddedlayers/mcp-analytics⁠ (opens in a new tab)
Categories (suggested): Data and analyticsSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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