# india-location-normalizer

> india-location-normalizer — vishalgojha-india-location-normalizer. Use this tool when you need to standardize Indian location data, converting unstructured real-estate location text into normalized city and locality fields. It solves problems of inconsistent location formatting, enabling easier data analysis and comparison. The tool takes location text as input and outputs standardized city and locality names, ideal for use cases involving Indian real-estate data processing and analysis.

Canonical page: https://skillsregistry.net/skills/vishalgojha-india-location-normalizer  
JSON: https://api.skillsregistry.net/v1/skills/vishalgojha-india-location-normalizer

## Description

Normalize Indian real-estate location text into canonical city and locality fields (Mumbai and Pune v1)

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** maps-location
- **Updated:** 2026-09-19

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/vishalgojha-india-location-normalizer)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "vishalgojha-india-location-normalizer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/vishalgojha-india-location-normalizer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/vishalgojha-india-location-normalizer/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt