Chain of Draft

by bsmi021

13 stars
350 downloads
Not rated
GitHub

About

Enables iterative reasoning through structured drafts with explicit reasoning chains, allowing for focused critiques and targeted revisions to improve problem-solving quality through systematic refinement.

Details

Author
bsmi021
Repository
bsmi021/mcp-chain-of-draft-server
GitHub stars
13
Downloads
350
License
MIT License
Categories
Productivity, Developer Tools, AI, Project Management, Infrastructure, Other

Iterative Reasoning: Systematic improvement through the Chain of Draft protocol
Thought History: Track and manage reasoning iterations
Branching Support: Focus reviews on specific reasoning steps
TypeScript Support: Full TypeScript implementation with Zod validation
Error Handling: Comprehensive error types and handling
Real-time Logging: Built-in debugging and monitoring system

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

  1. Download and install Highlight from highlightai.com/download
  2. Navigate to the plugins tab and select "Add Custom Plugin"
  3. Configure the plugin with the settings below
    Plugin Name Chain of Draft
    Command (node, npx, python, etc.) npx
    Arguments
    • Argument 1 -y
    • Argument 2 @highlight/mcp-server

    Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.

  4. Enable "Start Automatically" if you want the plugin to start when Highlight launches

From the repository

Simple server configuration in initialize.ts:

const serverConfig = {
    name: "chain-of-draft",
    version: "1.0.0",
}

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "chain of draft": {
            "env": {},
            "args": [
                "-y",
                "@highlight/mcp-server"
            ],
            "command": "npx"
        }
    }
}

Linux

{
    "env": [],
    "args": [
        "-y",
        "@highlight/mcp-server"
    ],
    "command": "npx"
}

Macos

{
    "env": [],
    "args": [
        "-y",
        "@highlight/mcp-server"
    ],
    "command": "npx"
}

Windows

{
    "env": [],
    "args": [
        "/c",
        "npx",
        "-y",
        "@highlight/mcp-server"
    ],
    "command": "cmd"
}

MCP Chain of Draft Server 🧠

Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code reviews, and implementation planning.

🌟 Features

Core Capabilities

Iterative Reasoning: Systematic improvement through the Chain of Draft protocol
Thought History: Track and manage reasoning iterations
Branching Support: Focus reviews on specific reasoning steps
TypeScript Support: Full TypeScript implementation with Zod validation
Error Handling: Comprehensive error types and handling
Real-time Logging: Built-in debugging and monitoring system

🚀 Getting Started

Prerequisites

Node.js >= 16.0.0
npm >= 8.0.0

Installation

1. Clone the repository:

git clone https://github.com/bsmi021/mcp-chain-of-draft-server.git
cd mcp-chain-of-draft-server

2. Install dependencies:

npm install

Configuration

Simple server configuration in initialize.ts:

const serverConfig = {
    name: "chain-of-draft",
    version: "1.0.0",
}

💡 Usage Examples

Chain of Draft Protocol

const thoughtData = {
    reasoning_chain: ["Initial analysis of the problem"],
    next_step_needed: true,
    draft_number: 1,
    total_drafts: 3,
    is_critique: true,
    critique_focus: "logical_consistency"
};

🛠️ Development

Project Structure

src/
├── tools/                          # Specialized Tools
│   ├── chainOfDraft/              # Core Protocol
│   └── index.ts / # Entry Point
├── utils/                         # Utilities
└── index.ts                      # Entry Point

Starting Development Server

npm run dev

❓ FAQ

How does the Chain of Draft protocol work?

The protocol guides you through systematic improvement of your thinking through iterative drafts and focused critiques.

Can I customize the critique dimensions?

Yes! Each tool supports custom critique focuses tailored to your specific needs.

How many drafts should I plan for?

We recommend 3-5 drafts for most tasks, but you can adjust based on complexity.

🤝 Contributing

We welcome contributions! Please check our Contributing Guidelines.

👥 Community & Support

GitHub Issues - Report bugs or suggest features
Pull Requests - Submit your contributions
Documentation - Check our detailed docs

📝 License

MIT License - see the LICENSE file for details.

🙏 Acknowledgments

Thanks to our contributors and early adopters
Special thanks to the MCP community
Inspired by systematic reasoning methodologies

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Made with 🧠 by @bsmi021

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