MCP Analytics

by mcpanalytics.ai · remote · no sign-in to list tools · v1.0.8 · published by ai.mcpanalytics

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

Deletes · 1Changes · 14

Compare Registry entry

27 tools: 1 can delete or cancel things, 14 change things and 12 only read.

Scanned Oct 21, 2026

Deletes or cancels1Claude Code: deny: see these tools
Can't be undone0Claude Code: ask
Changes things14Claude Code: ask: see these tools
Only reads12Claude Code: allow: see these tools

1 check matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

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

Findings

Matches of fixed checks, with the text they matched.

1 warn

Warnaccount_link
The server marks "account_link" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}; The name "account_link" says "link": a word for a change.
What this check looks for

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

27 tools

Deletes or cancels 1Removes, cancels or revokes something.Claude Code: deny

schedulesStanding 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'…No findings
Why it is in this group
- The name "schedules" says "schedule": a word for a change.
- The server marks it destructive (destructiveHint: true).
Description, as the server wrote it
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'.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: true
- idempotentHint: false
- openWorldHint: false

Changes things 14Creates or changes something that can be changed back.Claude Code: ask

aboutPlatform documentation and info: how it works (Answer, Analytics, Custom Analytics), usage.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
Platform documentation and info: how it works (Answer, Analytics, Custom Analytics), usage.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
account_linkDirect link to the right account page for anything not doable in chat: billing, browser upload, report management.1 finding
Why it is in this group
- The name "account_link" says "link": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Findings
- Warn
  The server marks "account_link" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}; The name "account_link" says "link": a word for a change.
  What this check looks for
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
adjust_estimateApply the user's layout wishes to the estimate's page through the layout agent; a new named arrangement, nothing overwritten, no number changes.No findings
Why it is in this group
- The description's first verb is "apply": a word for a change.
Description, as the server wrote it
Apply the user's layout wishes to the estimate's page through the layout agent; a new named arrangement, nothing overwritten, no number changes.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
agent_advisorAI help desk: which analysis fits your question, interpreting results, fixing errors.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
AI help desk: which analysis fits your question, interpreting results, fixing errors. Multi-turn.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
ask_libraryAsk a question across all your delivered analyses: a synthesized answer with citations back to specific reports.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
Ask a question across all your delivered analyses: a synthesized answer with citations back to specific reports.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
check_tool_fitBefore naming a library tool: does it fit THIS dataset for THIS question?No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
datasets_uploadGet your data in.No findings
Why it is in this group
- The name "datasets_upload" says "upload": a word for a change.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
path_bespokeOrder a custom analysis built for this data from a confirmed estimate, optionally with library tools alongside.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
path_estimateA rough answer over a sample and the layout of the full report, for the person to confirm before anything is ordered.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
path_rerunRun a delivered analysis again, on its own dataset or a new one: the same tools and mappings, no rebuild.No findings
Why it is in this group
- The description's first verb is "run": a word for a change.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
path_resolverWhich 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…No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
path_reuseHand back the report already delivered for this question on this data.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
Hand back the report already delivered for this question on this data. Time: as path_resolver quotes.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
path_tool_runRun one or more tested library tools on this dataset, with charts and a written report.No findings
Why it is in this group
- The name "path_tool_run" says "run": a word for a change.
Description, as the server wrote it
Run one or more tested library tools on this dataset, with charts and a written report. No custom build. Time: as path_resolver quotes.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
review_estimateThe 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.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false

Only reads 12Looks things up and changes nothing.Claude Code: allow

build_statusCheck 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 findings
Why it is in this group
- The name "build_status" says "status": a word for reading.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
datasets_listList and search your uploaded datasets, with fuzzy matching on name, description, and tags.No findings
Why it is in this group
- The name "datasets_list" says "list": a word for reading.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
discover_toolsBrowse the analyses you can run: the ones you commissioned plus the platform Standard Library (prebuilt tools; each result tagged source:'own' or 'standard_library').No findings
Why it is in this group
- The description's first verb is "browse": a word for reading.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
find_precedentBefore estimating: how did we answer this objective before, on this data or any data?No findings
Why it is in this group
- The name "find_precedent" says "find": a word for reading.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
my_objectsList and search the objects you own across every question: the curated charts, tables and figures of each delivered package, grouped by objective.No findings
Why it is in this group
- The description's first verb is "list": a word for reading.
Description, as the server wrote it
List and search the objects you own across every question: the curated charts, tables and figures of each delivered package, grouped by objective.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
package_statusRead an analytics package back: status, every run under it, the report link once delivered.No findings
Why it is in this group
- The name "package_status" says "status": a word for reading.
Description, as the server wrote it
Read an analytics package back: status, every run under it, the report link once delivered.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
path_answerA read of the data (a total, an average, a count, the top group), computed on every row, in this response.No findings
Why it is in this group
- The description's first verb is "read": a word for reading.
Description, as the server wrote it
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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
report_cardsBrowse a delivered report's individual cards (charts, tables, insights) inline in chat.No findings
Why it is in this group
- The description's first verb is "browse": a word for reading.
Description, as the server wrote it
Browse a delivered report's individual cards (charts, tables, insights) inline in chat.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
reports_listYour report library: every analysis delivered, with status and links.No findings
Why it is in this group
- The name "reports_list" says "list": a word for reading.
Description, as the server wrote it
Your report library: every analysis delivered, with status and links. Pass semantic_query to search report content in plain language.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
reports_viewGet a shareable browser link for a report, viewable without authentication.No findings
Why it is in this group
- The name "reports_view" says "view": a word for reading.
Description, as the server wrote it
Get a shareable browser link for a report, viewable without authentication.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
tools_schemaGet an analysis's parameter schema.No findings
Why it is in this group
- The description's first verb is "get": a word for reading.
Description, as the server wrote it
Get an analysis's parameter schema. ALWAYS call before path_tool_run.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
warehouseQuery your org's data warehouse free: browse the catalog (tables with column roles + computed metrics), semantically find data, plain-language ask, or named templates.No findings
Why it is in this group
- The description's first verb is "query": a word for reading.
Description, as the server wrote it
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).
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.8. Values in angle brackets are yours to fill in.

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

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__analytics__datasets_list",
      "mcp__analytics__discover_tools",
      "mcp__analytics__tools_schema",
      "mcp__analytics__find_precedent",
      "mcp__analytics__package_status",
      "mcp__analytics__my_objects",
      "mcp__analytics__build_status",
      "mcp__analytics__reports_list",
      "mcp__analytics__warehouse",
      "mcp__analytics__reports_view",
      "mcp__analytics__report_cards",
      "mcp__analytics__path_answer"
    ],
    "ask": [
      "mcp__analytics__account_link",
      "mcp__analytics__about",
      "mcp__analytics__agent_advisor",
      "mcp__analytics__datasets_upload",
      "mcp__analytics__review_estimate",
      "mcp__analytics__adjust_estimate",
      "mcp__analytics__check_tool_fit",
      "mcp__analytics__ask_library",
      "mcp__analytics__path_resolver",
      "mcp__analytics__path_reuse",
      "mcp__analytics__path_rerun",
      "mcp__analytics__path_tool_run",
      "mcp__analytics__path_estimate",
      "mcp__analytics__path_bespoke"
    ],
    "deny": [
      "mcp__analytics__schedules"
    ]
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as analytics. Review it before you use it.

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Get told when this server's tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/ai.mcpanalytics/analytics/changes.xml

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Source: MCP Registry · repository. Synced Oct 21, 2026, 17:42 UTC.

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