# Humanmirror Forge MCP server

Source: https://glimind.com/server/mcp-registry%2Ffr.humanmirror%2Fforge
Registry id: `mcp-registry/fr.humanmirror/forge`
Status: live (checked 2026-10-26T18:58:08.016Z)

## Measurements (30 days)

- Uptime: 100%
- Checks: 4898
- Outages (90 days): 2

## Install

```json
{
  "mcpServers": {
    "humanmirror-forge-mcp-server": {
      "type": "http",
      "url": "https://humanmirror.fr/api/forge/mcp/"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http humanmirror-forge-mcp-server https://humanmirror.fr/api/forge/mcp/
```

## Tools (5)

- `clean_json`: Normalize JSON deterministically: trim strings, normalize object keys, optionally remove empty values, and sort keys for stable downstream processing. One succe
- `dedupe_records`: Remove duplicate JSON records using exact canonical matching or selected key fields. One successful call consumes 1 HumanMirror Forge credit.
- `detect_anomaly`: Detect numeric outliers using IQR and robust summary statistics, returning machine-readable anomaly positions. One successful call consumes 1 HumanMirror Forge 
- `normalize_entity`: Normalize entity names, domains, URLs and emails into stable machine-readable canonical values. One successful call consumes 1 HumanMirror Forge credit.
- `score_data_quality`: Score record-array data quality using completeness, duplicate rate and field type consistency. One successful call consumes 1 HumanMirror Forge credit.

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.