corani/mcp-human-go

🤖 Ask a Human MCP

A Model Context Protocol (MCP) server and web UI for human-in-the-loop question answering.

• 🧑‍💻 Serve questions to a human operator via a modern web interface
• 🗃️ Store and manage (question, context) → answer pairs in an in-memory database
• 🔗 Integrate with the MCP protocol for use in agent workflows
• 💬 View, filter, and answer questions in a responsive, Bootstrap-powered UI

[!note] Heavily inspired by Masony817/ask-human-mcp (written in Python) and KOBA789/human-in-the-loop (written in Rust).

✨ Features

• 🤝 MCP Server: Implements the Model Context Protocol for agent/human collaboration
• 🌐 Web UI: Single-page application for listing, filtering, and answering questions
• ⚡ In-Memory Database: Fast, thread-safe storage of questions and answers
• 🔄 Live Updates: UI auto-refreshes and shows connection status
• 🖥️ Modern UX: Responsive design, keyboard shortcuts, and modal dialogs

🚀 Getting Started

Prerequisites

• Go 1.24+

Running the Server

1. Clone the repository:

   git clone <repo-url>
   cd mcp-human-go
   

2. Build and run:

   go run ./cmd/mcp-human-go
   

3. Open the web UI:
   • Visit http://localhost:8990/ui (or the port configured in your settings)

⚙️ Configuration

You can configure the server using environment variables or a .env file in the project root (or in your XDG config directory). The following options are supported (see internal/config/config.go):

You can create a .env file like this:

WEB_PORT=8990
SSE_PORT=8989
MAX_WAIT=60

Or set variables in your shell before running:

export WEB_PORT=8990
export MAX_WAIT=60

🛠️ MCP Client Configuration

You can configure your MCP client using a mcp.json file. This allows you to connect to the human server via either SSE (HTTP) or stdio. Example:

{
    "servers": {
        "mcp-human-sse": {
            "url": "http://localhost:8989/mcp"
        },
        "mcp-human-stdio": {
            "type": "stdio",
            "command": "go",
            "args": [
                "run",
                "./cmd/mcp-human-go/"
            ]
        }
    }
}

• mcp-human-sse: Connects to the server using HTTP/SSE at the given URL.
• mcp-human-stdio: Launches the server as a subprocess using stdio (useful for local development or integration).

You can select which server to use in your MCP client configuration or tooling.

📝 Usage

• ✍️ New questions are added to the in-memory database and appear in the web UI.
• 👁️ Click a question to view details and answer it in a modal dialog.
• 🕵️ Use the filter to hide answered questions.
• 🚦 The UI shows when the backend is unreachable and resumes when reconnected.
• ⌨️ Use Ctrl+Enter to submit answers quickly.

📁 Project Structure

• cmd/mcp-human-go/ — Main entry point
• internal/memory/ — In-memory database logic
• internal/web/ — Web server and UI
• internal/human/ — Human interaction logic
• internal/tools/ — MCP tool registration

🙏 Main dependencies

• mark3labs/mcp-go — Model Context Protocol Go implementation
• gofiber/fiber — Web framework for Go

📄 License

MIT License. See for details.