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io.github.heisee/letsclarify-mcp

Official registry AI and agents

Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back.

Source code

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).

NPM package @heisee/letsclarify-mcp
Claude Code 
claude mcp add letsclarify-mcp -e 'LETSCLARIFY_API_KEY=<your letsclarify_api_key>' -- npx -y @heisee/letsclarify-mcp@1.0.4
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "letsclarify-mcp": {
            "command": "npx",
            "args": [
                "-y",
                "@heisee/letsclarify-mcp@1.0.4"
            ],
            "env": {
                "LETSCLARIFY_API_KEY": "<your letsclarify_api_key>"
            }
        }
    }
}

Environment variables

  • LETSCLARIFY_API_KEY required secret Your LetsClarify API key (starts with lc_)

Frequently asked questions

What is io.github.heisee/letsclarify-mcp?

Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back.

How do I install io.github.heisee/letsclarify-mcp?

It runs on your machine. In Claude Code: claude mcp add letsclarify-mcp -e 'LETSCLARIFY_API_KEY=<your letsclarify_api_key>' -- npx -y @heisee/letsclarify-mcp@1.0.4. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.heisee/letsclarify-mcp need an API key?

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

Is io.github.heisee/letsclarify-mcp open source?

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

Who maintains io.github.heisee/letsclarify-mcp?

It is published by heisee. 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.