# indic-normalize-mcp

> Use this tool when you need to standardize and transliterate Indian names and addresses in various Indic languages, solving problems of inconsistent data and language barriers. It takes input in the form of names and addresses, and outputs normalized and transliterated text using Wikidata, Aksharamukha, and OpenStreetMap databases. This tool is ideal for applications requiring accurate and consistent Indic-language text processing, such as data integration and geocoding tasks.

Canonical page: https://skillsregistry.net/skills/guptaprakhariitr-indic-normalize-mcp  
JSON: https://api.skillsregistry.net/v1/skills/guptaprakhariitr-indic-normalize-mcp

## Description

Enables Indic-language transliteration and normalization of Indian names and addresses using Wikidata, Aksharamukha, and OpenStreetMap.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** maps-location
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cfcl0m2ppx)
- **Repository:** <https://github.com/guptaprakhariitr/indic-normalize-mcp>

## 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": "guptaprakhariitr-indic-normalize-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/guptaprakhariitr-indic-normalize-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/guptaprakhariitr-indic-normalize-mcp/pull`

---
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