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MCP server for project scaffolding agent

0 stars PythonDeveloper Kits Updated Jul 15, 2025
autonomous-agentsmcpmcp-server

Documentation

Forge MCP Server

Python
MCP
MCP Server

A Model Context Protocol (MCP) server for the Forge project scaffolding agent. This server acts as a bridge between Large Language Models (LLMs) and the Forge API, enabling AI assistants to scaffold new projects based on user requirements.

MCP Inspector Screenshot

Overview

Forge MCP Server uses the FastMCP framework to create tools that LLMs can use to interact with the Forge project scaffolding API. This allows AI assistants to generate project structures, boilerplate code, and configurations based on natural language descriptions.

Features

  • Easy integration with LLMs using the Model Context Protocol
  • Connection to the Forge project scaffolding API
  • Simple query interface for project generation
  • Error handling and timeout management

Prerequisites

  • Python 3.13+
  • Pipenv

Installation

Clone the repository:

bash
git clone https://github.com/believemanasseh/forge-mcp.git
cd forge-mcp

Install dependencies:

bash
pipenv --python 3.13
source .venv/bin/activate
pipenv install

Development

Running the Server

bash
fastmcp dev server.py

The server uses stdio for communication by default, making it compatible with various LLM integration frameworks.

API Reference

`query_agent`

Sends request queries to the Forge API and returns the results.

Parameters:

  • `query` (string): Natural language description of the project to scaffold

Returns:

  • JSON response from the Forge API

Example:

txt
query_agent("Create a Django project named deet.")

Integration with MCP Hosts

Integrating Cursor or Windsurf

Update your configuration files at:

  • Cursor: `~/.cursor/mcp.json` or `.cursor/mcp.json`
  • Windsurf: `~/.codeium/windsurf/mcp_config.json`
json
{
    "mcpServers": {
        "forge-mcp": {
            "command": "pipenv",
            "args": ["run", "fastmcp", "run", "server.py"],
            "transport": "stdio"
        }
    }
}

Integrating Claude Desktop

In Claude Desktop, go to `Settings > Developer > Edit Config`. Replace the configuration with:

json
{
    "mcpServers": {
        "forge-mcp": {
            "command": "pipenv",
            "args": [
                "run",
                "fastmcp",
                "run",
                "server.py"
            ],
            "cwd": "/path/to/your/forge-mcp"
        }
    }
}

*Note: Replace `/path/to/your/forge-mcp` with the absolute path to your cloned `forge-mcp` directory.*

Integrating VSCode

Update the VSCode workspace configuration file at `.vscode/mcp.json`:

json
{
    "servers": {
        "forge-mcp": {
            "type": "stdio",
            "command": "pipenv",
            "args": ["run", "fastmcp", "run", "server.py"],
        }
    }
}

Contributing

We welcome contributions to the Forge MCP Server project! Here's how you can contribute:

1. Fork the repository - Create your own fork of the project

2. Create a feature branch - `git checkout -b feature/your-feature-name`

3. Commit your changes - Make sure to write clear commit messages

4. Push to your branch - `git push origin feature/your-feature-name`

5. Open a pull request - Describe the changes you've made and why they should be included

Development Guidelines

  • Follow PEP 8 style guidelines for Python code
  • Write docstrings for all functions, classes, and methods
  • Add appropriate unit tests for new features
  • Update documentation to reflect any changes

License

Apache License 2.0

Frequently asked questions

What is forge-mcp?

forge-mcp is MCP server for project scaffolding agent

How do I install forge-mcp?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is forge-mcp open source?

Yes — it is hosted on GitHub at https://github.com/believemanasseh/forge-mcp.

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