# LatLong Maps

> LatLong Maps — ai-latlong-map-mcp. Use this tool when you need to visualize geographic data for India, converting CSV or Excel files into interactive choropleth and categorical maps. It solves problems of data representation and location-based insights, allowing users to input plain language data and output styled maps. Ideal for use cases requiring spatial analysis and visualization of Indian regions, it provides an intuitive interface for mapping and exploring data.

Canonical page: https://skillsregistry.net/skills/ai-latlong-map-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ai-latlong-map-mcp

## Description

Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Updated:** 2026-09-02

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.latlong%2Fmap-mcp)

## Use it

MCP endpoint published by the skill: `https://geocp.latlong.ai/mcp/`

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": "ai-latlong-map-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ai-latlong-map-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ai-latlong-map-mcp/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