Resources · Claude connector

Claude MoSPI connectorWhat Claude can do with India's official statistics.

The Claude MoSPI connector exposes 4 tools, all 4 read. 0 write, 0 undocumented. Claude queries the public datasets of India's statistics ministry in four chained steps. Here's what it fetches, the order it follows, and where it trips.

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Overview

What changes when you work on India's economy

India's Ministry of Statistics and Programme Implementation publishes the country's official numbers (GDP, inflation, employment, industrial output, health, energy, trade) through its eSankhyiki portal. With this connector you ask Claude the question and it pulls the series itself, instead of you clicking through the portal's menus.

Find the right dataset. step1_know_about_mospi_api starts with an overview of every available dataset and its coverage, so Claude can pick the right one.

Narrow down to an indicator and its filters. step2_get_indicators lists what a dataset measures, then step3_get_metadata returns the valid filter values (states, years, quarters) for the indicator you chose.

Get the numbers. step4_get_data finally fetches the statistics using the filters gathered in the previous step. All of it comes straight from the ministry's own eSankhyiki portal.

What Claude won't do here: all four tools on the sheet read public data, there's no account to write to. It doesn't start anything on its own, and skipping steps isn't safe: the publisher warns that bypassing the filter step yields invalid codes. A pull on a schedule is a job for an automation tool, a different line of work, listed on the Integrations hub.

Vocabulary

Five words before you start

Quick definitions so the rest of the page reads cleanly.

Connector
The link you set up one time between Claude and an outside service, so Claude can use it while it answers your questions.
Tool
One named capability a connector gives Claude. Claude decides which ones to call, and the directory sheet lists each by its name.
Authorization
A service's sign-in screen where you grant Claude access. For MoSPI, our check of the server found no personal account to link at all.
Approval
The confirmation Claude waits for before finishing an action that changes an account, shown in the chat at the moment it counts.
MCP
The shared standard connectors are built on: it's what lets an assistant like Claude exchange requests with an outside service.
Connect

Set up the Claude MoSPI connector in three steps

  1. 01

    Locate MoSPI in settings

    Open Claude's settings, go to Customize then Connectors, and find MoSPI in the list. On a Team or Enterprise workspace, an Owner or Primary Owner has to enable it for the organization first.

  2. 02

    Start the connection

    Click Connect on the MoSPI row. If the connection ever misbehaves, cut it with Disconnect and add it again: that's the intended fix for a broken link.

  3. 03

    Check what shows up

    When we checked, MoSPI's server answered without asking for any login, so there's no personal account to link. If an authorization screen does appear, read it before you accept: that screen decides what the access covers.

Tools

The 4 MoSPI tools, in the order Claude calls them

MoSPI gives Claude 4 tools: 4 that read your account, 0 that change something in it.

Four reads that chain together, from overview to raw figures. Names stay as the sheet shows them.

  • 4 read

What Claude can look up (4)

4 tools

Four read steps over public data. The server flags each one as having no modifying effect.

step1_know_about_mospi_api

The entry point. It returns every MoSPI statistical dataset with a description and its coverage, so Claude can tell which one answers your question.

When it helps
you're unsure whether state-level inflation sits in a prices dataset or somewhere else.
Watch out
the server now publishes it under a new name, after the publisher renamed all four tools.

Sourcemcp.mospi.gov.in · October 1, 2026 ↗

step2_get_indicators

Once a dataset is chosen, Claude gets its full list of indicators. You see what's measured before asking for a single number.

When it helps
before asking for a figure, you want to see what an employment dataset actually measures.

Sourcemcp.mospi.gov.in · October 1, 2026 ↗

step3_get_metadata

Returns the valid filter values for one indicator (states, years, quarters) plus the parameters to pass back unchanged in the next call.

When it helps
you need a figure for one state and one year without guessing at codes.
Watch out
the codes differ per dataset and can't be inferred from parameter names.

Sourcemcp.mospi.gov.in · October 1, 2026 ↗

step4_get_data

The last step: Claude retrieves the statistical values themselves, using the filters it got just before. This is where the series you asked for finally appears.

When it helps
you want two quarters of unemployment side by side for a slide.
Watch out
the publisher warns that skipping the filter step leaves you with invalid codes.

Sourcemcp.mospi.gov.in · October 1, 2026 ↗

Approvals

What Claude checks with you first

By default, Claude stops and asks before every action it takes on an account for you. Here, all four tools read public data.

No source describes a MoSPI-specific confirmation, so the default rule covers its tools. On Team and Enterprise, workspace owners choose whether members may let some actions through without being asked again. They can also restrict a connector for the whole organization or leave it switched off. And the server labels each of the four tools as a read, which still doesn't replace an approval rule or an owner's restriction.

Plans

Which plans include it

None of the 819 sheets in the official directory shows plan availability. For any single connector, that information isn't published anywhere.

The general rule is public: remote connectors are open to all users on Claude, Cowork, Claude Desktop and mobile. On Team and Enterprise, an Owner or Primary Owner enables the connector for the organization. For MoSPI's current status, its sheet in the official directory is the only reliable place to look.

Limits

Where the MoSPI connector stops

A connector isn't an automation. Claude calls these tools while it answers you, and nothing fires when the ministry releases a new figure.

Only the publisher documents this connector: neither Claude's help center nor Anthropic's docs have a page for it. All four tools read, yet a read-only list is an observed floor, not a guarantee. The directory badge isn't a security audit, and Anthropic doesn't vouch for how a publisher's tools behave, so connect only publishers you know. A community connector, once added, gets exactly the same access as any other. And because of the tool rename, Claude may show either the old or the new name.

Need help

Need help connecting MoSPI to Claude?

A person reads every message.

FAQ

Claude MoSPI connector: common questions

01What can Claude do with the MoSPI connector?
Claude can query the Indian government's official statistics, published by MoSPI, in plain language. It runs four chained tools: an overview of datasets, the indicators inside one dataset, the valid filter values, then the data itself. Coverage includes GDP, inflation, employment, industrial production, health, energy and trade, and every figure comes from the ministry's eSankhyiki portal rather than a third-party copy. Higher education and the environment are covered too, per the official description.
02Can Claude change MoSPI data?
Not with the tools on today's sheet. All four are reads, and the publisher's server flags each one as having no modifying effect. This is public data being consulted, not an account Claude writes into. Treat it as an observation about the current list rather than a promise: a sheet that only shows reads is an observed floor, and an admin can enable actions that never appear on public pages.
03Does Claude ask before it queries MoSPI?
No source describes a confirmation specific to MoSPI's tools, so Claude's general rule applies. By default, Claude stops and asks before each action it takes on an account on your behalf. On a Team or Enterprise workspace, owners decide whether members can let certain actions through without being asked every time, and they can also restrict the connector for the whole organization. The server labels all four tools as reads, which doesn't replace that rule.
04Which Claude plans support the MoSPI connector?
No official source publishes plan availability connector by connector, and none of the 819 directory sheets shows it. The general rule: remote connectors are open to all users on Claude, Cowork, Claude Desktop and mobile, and on Team and Enterprise an Owner or Primary Owner enables them for the organization before members can connect. For the current status, check MoSPI's sheet in the official directory, the only place that shows its current status.
05Do I need a MoSPI account to use the connector?
Based on our October 1 check, no. The publisher's server listed its tools without asking for any login, and there's no personal account to link. Claude reads the public statistics from the eSankhyiki portal, nothing private. The only gate is on Claude's side: on a Team or Enterprise workspace, an Owner or Primary Owner has to enable the connector, and an owner can restrict it for everyone, whatever the member's own settings.
06Why does Claude take four steps to get one MoSPI number?
Because the publisher requires that order. Filter codes are specific to each dataset: the same indicator code means the unemployment rate in a labor survey and something different elsewhere, and none of it can be guessed from parameter names. So Claude picks the dataset, lists its indicators, fetches valid filters, and only then pulls the data. Skipping the filter step produces invalid codes, which is why the chain looks longer than you'd expect for a single figure.
07Claude or an automation tool for MoSPI data?
They do different jobs. Claude answers inside a conversation: you ask, it chains the four tools, and nothing runs outside the conversation. An automation tool fetches numbers on a schedule, without anyone asking. One answers a question asked in the moment, the other runs a planned task: they are not two versions of the same service, so pick by the job, not by a ranking. Neither one replaces the other.