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Connectors / Analytics

Analytics MCP connectors for Claude, ChatGPT and Cursor

10+ Analytics connectors in the catalog, each behind the same governed MCP endpoint as everything else in Elaichi.

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https://api.elaichi.ai/mcp The same for every user.

  • Their own access. An agent never gets more than the person it acts for.

  • One connection, every client. Claude, ChatGPT, Cursor, any MCP client, and the Elaichi Agent.

The connectors

Analytics connectors in the catalog

Connect one and your whole team reaches it, each inside the access they already have, without anyone handling a credential.

13 connectors

Browse all 400+ connectors →

In practice

What teams do with Analytics connectors

Drawn from the connector pages in this category, so every line describes something one of these connectors actually does.

IT

  • Looker

    Review who holds which Looker role

    List every Looker user and role, spot people with more access than their job needs, and tighten a role without opening Looker.

  • Lenses

    Onboard a new engineer into Lenses

    Create the Lenses user, drop them into the right groups and check their settings in one conversation. Update several profiles or group memberships at once when a whole cohort joins.

  • Sigma Computing

    Audit who can open which workspace

    Pull the list of Sigma Computing workspaces and their grants, then see which members and teams hold access before a security review.

Analytics

  • Google Analytics

    Keep custom dimensions clean

    Ask for every custom dimension across a property, spot the ones nobody uses or that duplicate each other, then rename what should stay and archive what should not.

  • Artie

    Find where a table actually lives

    Search the Artie data catalog for the orders or customers table, pull its column detail, and answer the question without opening three separate consoles.

  • Amplitude

    Keep the event taxonomy tidy

    Ask which event types exist, group them into taxonomy categories, rename a category that no longer fits, and remove an empty one, all without opening the taxonomy screen.

Operations

  • DoiT

    Clean up stale alerts and allocations

    Pull the full list of DoiT alerts and allocations, spot the ones tied to projects that have ended, and remove them once the owner has confirmed.

  • Langfuse

    Clean up finished review work

    Mark reviewed Langfuse queue items as done, remove stale assignments in bulk, and retire dataset items that no longer reflect the product.

  • Looker

    Keep alert thresholds current

    Update a Looker alert when a target changes, or trigger it right away to check the new threshold behaves as expected.

Finance

  • Allium

    Check treasury wallet balances and holdings

    Pull the current balances for the organization's wallets and see how holdings have shifted over the month before the close.

  • Helicone

    Check AI spend before the invoice lands

    Read the Helicone dashboard figures for requests and cost by model or by property, and summarize them for the monthly budget review.

  • Looker

    Follow revenue alerts without a Looker login

    Follow or unfollow Looker alerts on the numbers you care about, and catch the notification the moment a figure crosses a line.

Once it is connected

Things to ask

Each of these is answered against the access the person asking already has, in the Analytics account you connected.

  • Show me the latest token price history for ETH.

    Allium

  • List all Amplitude cohorts created this quarter.

    Amplitude

  • Which Artie connectors pull tables from the warehouse database?

    Artie

  • List orphan URLs from the latest analysis

    Botify

  • List DoiT analytics alerts created this month.

    DoiT

  • Summarize last week's traffic across our GA4 properties.

    Google Analytics

  • Summarize Helicone requests with low feedback scores this week.

    Helicone

  • List open annotation queue items assigned to the eval team

    Langfuse

The tools

What an agent can call in Analytics

Connectors
10+

in the Analytics catalog

Tools
1,377

callable the moment you connect

Hosted sign-in
13

connect with nothing to register

Of those 1,377 tools, 11% delete something. Restricting an agent to reads is not a promise here, it is 589 tools admitted and the rest left out — and a restricted tool is never advertised to the model at all.

Read 43%
589 tools · list, get, search
Write 30%
408 tools · create, update, send
Delete 11%
153 tools · delete, remove, archive
Other 16%
227 tools · vendor-specific verbs

One endpoint

https://api.elaichi.ai/mcp

Every connector above answers here.

Every Analytics connector, by depth

Tool counts are what the connector exposes today; the split is what those tools do.

Hosted sign-in takes a partnership with each vendor, and more are in progress. Until one lands, Your own app means the connector works today — you register an OAuth app once and connect.

Analytics connectors with tool counts split by read, write and delete
Connector Tools Read · write · delete Sign-in
Looker 294 Hosted
Lenses 258 Hosted
Sigma Computing 136 Hosted
DoiT 129 Hosted
Langfuse 100 Hosted
Allium 90 Hosted
Promptwatch 69 Hosted
Google Analytics 66 Hosted
Artie 59 Hosted
Amplitude 58 Hosted
Botify 48 Hosted
Helicone 46 Hosted
StreetLight Data 24 Hosted

FAQ

Frequently asked questions

How many Analytics connectors does Elaichi have?

10+ Analytics connectors are in the catalog today, and the list grows as connectors are added. Each one arrives as a set of MCP tools an agent can call through https://api.elaichi.ai/mcp.

Can Claude, ChatGPT and Cursor all use Analytics connectors?

Yes. Elaichi exposes one organization-wide endpoint, https://api.elaichi.ai/mcp, and Claude, ChatGPT, Cursor, any MCP client and the Elaichi Agent all connect to that same address with OAuth. Connecting a Analytics account once makes it reachable from every one of them.

Do Analytics connectors work with Gemini, Codex, Claude Code or other MCP clients?

Yes. Analytics connectors are reached over the same MCP endpoint every client uses, so anything that speaks MCP can call them — Gemini, Codex, Claude Code, Windsurf, Cline, Zed and OpenCode among them — alongside Claude, ChatGPT, Cursor and the Elaichi Agent. There is no per-client setup beyond pointing the client at https://api.elaichi.ai/mcp.

Do Analytics connectors need me to bring my own OAuth app?

No. Every Analytics connector in the catalog connects through Elaichi's hosted sign-in, so there is nothing to register before you start.

Can I stop an agent from writing to Analytics tools?

Yes. Tool restrictions apply at role and individual level, and a restricted tool is never advertised to the model, so it cannot be called or guessed at from the tool list. Read-only access to a Analytics connector is a matter of allowing the reads and leaving the writes out.

Whose access does an agent get on a shared Analytics connection?

The access of the person the agent is acting for, resolved against their current role on every call — not the access of whoever connected the account. A colleague can use a connection without ever seeing its credential.

Nearby

Teams that connect Analytics usually connect these too

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Works with
Claude ChatGPT Cursor and any other MCP client, or the Elaichi Agent.
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