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HumanMirror Forge

Official registry AI and agents

Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.

Source code Website

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http humanmirror-forge 'https://humanmirror.fr/api/forge/mcp/' --header 'Authorization: <HumanMirror Forge API key. Use: Bearer hm_forge_…>'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "humanmirror-forge": {
            "type": "http",
            "url": "https://humanmirror.fr/api/forge/mcp/",
            "headers": {
                "Authorization": "<HumanMirror Forge API key. Use: Bearer hm_forge_…>"
            }
        }
    }
}

Frequently asked questions

What is HumanMirror Forge?

Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.

How do I install HumanMirror Forge?

It runs as a remote server. In Claude Code: claude mcp add --transport http humanmirror-forge 'https://humanmirror.fr/api/forge/mcp/' --header 'Authorization: <HumanMirror Forge API key. Use: Bearer hm_forge_…>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does HumanMirror Forge need an API key?

Yes. It expects Authorization, which you set in its configuration.

Is HumanMirror Forge open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains HumanMirror Forge?

It is published by VibeMirror-coder. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.