# InferMap

> Use this tool when you need to standardize and organize unstructured data by mapping messy columns to a known schema. InferMap solves data integration and formatting problems by leveraging 7 scorers and domain dictionaries to achieve high accuracy, with an F1 score of 0.84 and zero configuration required. It is ideal for use cases where data consistency and readability are crucial, such as data preprocessing and integration tasks.

Canonical page: https://skillsregistry.net/skills/io-github-benzsevern-infermap  
JSON: https://api.skillsregistry.net/v1/skills/io-github-benzsevern-infermap

## Description

Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.

## Trust

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

## Facts

- **Version:** 0.3.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** maps-location
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.benzsevern%2Finfermap)
- **Repository:** <https://github.com/benzsevern/infermap>

## Use it

MCP endpoint published by the skill: `https://infermap-mcp-production.up.railway.app/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": "io-github-benzsevern-infermap"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-benzsevern-infermap` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-benzsevern-infermap/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