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Sensei MCP: Expert Guidance for Cairo/Dojo Development - MCP Implementation

Sensei MCP: Expert Guidance for Cairo/Dojo Development

Sensei MCP empowers Starknet developers with expert, seamless guidance for Dojo and Cairo projects, turning complex workflows into intuitive, confident progress."

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Users create an average of 14 projects per month with this tool

About Sensei MCP

What is Sensei MCP: Expert Guidance for Cairo/Dojo Development?

Sensei MCP is a dedicated language model designed to streamline Cairo and Dojo development for Starknet applications. Serving as a modular component within the Dojo ecosystem, it provides granular assistance for Cairo programming intricacies, Dojo ECS architecture implementation, and Starknet smart contract best practices. Its purpose is to empower developers with contextual expertise during the creation of on-chain games and decentralized systems.

Key Features of Sensei MCP: Expert Guidance for Cairo/Dojo Development?

  • Cairo Proficiency: Mastery of Cairo's ownership model, memory utilization, and type system specifics
  • ECS Architecture Support: Guidance on modeling game objects through Dojo's Entity-Component-System paradigm
  • Contract Development Frameworks: Pattern-driven approaches for Starknet contract interactions
  • Development Workflow Tools: Specialized modules for testing, dependency management, and deployment
  • Integrated Knowledge Base: Access to curated best practices for on-chain game design

Sensei MCP Features

How to use Sensei MCP: Expert Guidance for Cairo/Dojo Development?

Cookbook Setup

  1. Integrate via Cursor: Add dojo add sensei to your project configuration
  2. Agent Configuration: Define workflows in .cursor/agents.yaml for automated code suggestions
  3. Interactive Sessions: Use cursor run to engage guided development sessions

Direct Execution

npx @dojoengine/sensei-mcp start --config ./sensei.config.js

Use cases of Sensei MCP: Expert Guidance for Cairo/Dojo Development?

  • Optimizing Cairo code for resource-constrained blockchain execution
  • Designing scalable ECS systems for multiplayer game states
  • Implementing secure tokenomics through proven contract patterns
  • Automating dependency versioning across Dojo modules
  • Generating test scenarios for on-chain game logic verification

Sensei MCP FAQ

FAQ from Sensei MCP: Expert Guidance for Cairo/Dojo Development?

How does Sensei handle Cairo's memory constraints?

Provides real-time memory usage analysis and optimization suggestions during code authoring

Can it assist with legacy contract migrations?

Includes pattern recognition for common Cairo 0.x to 1.x upgrade paths

What security checks are automated?

Runs vulnerability scans against reentrancy risks, overflow conditions, and improper ownership transfers

Is it suitable for solo developers?

Offers guided workflows with step-by-step tutorials for new Dojo developers, including automated setup

Content

Sensei MCP

Sensei MCP is a Model Context Protocol (MCP) server that provides expert guidance for Dojo and Cairo development on Starknet. It serves as your personal Dojo Sensei, offering specialized knowledge and assistance for building onchain worlds using the Dojo Entity Component System (ECS) framework.

Features

  • Expert Cairo Guidance : Get help with Cairo's unique ownership, memory, and type systems
  • Dojo ECS Architecture : Learn about Models, Systems, and World patterns
  • Smart Contract Development : Best practices for Starknet smart contracts
  • Specialized Tools : Access topic-specific tools for models, systems, testing, and more

Installation

Using with Cursor

To add Sensei to your Cursor IDE:

  1. Open Cursor Settings (⌘+,)
  2. Navigate to the "MCP" section
  3. Click "Add New MCP"
  4. Configure as follows:
    * Name : Sensei (or any name you prefer)
    * Type : Command
    * Command : npx github:dojoengine/sensei-mcp
  5. Click "Save"

Once configured, you can access Sensei by:

  • Opening the command palette (⌘+K)
  • Typing "MCP" and selecting "Open MCP Chat"
  • Selecting "Sensei" from the MCP dropdown

Sensei will provide specialized assistance for your Dojo and Cairo development questions, with deep knowledge of Starknet development best practices.

Using with Cursor Agent

When using Sensei with Cursor Agent, follow these best practices for optimal results:

  1. Always mention the specialized tools : Explicitly ask the agent to use Sensei's specialized tools (e.g., "Please use the dojo_model tool to help me create a model").

  2. Follow the incremental development approach :

* Start with project setup using `dojo_101`
* Define models first using `dojo_model`
* Implement systems next using `dojo_logic`
* Configure the project last using `dojo_config`
* Add tests using `dojo_test`
  1. Be specific in your requests : For example, instead of asking "Help me with my Dojo game," say "Please use the dojo_model tool to help me create a Position model for my game."

  2. Break down complex tasks : Ask for help with one component at a time rather than requesting an entire game implementation at once.

Example prompt:

I'm building a Dojo game. First, please use the dojo_101 tool to help me set up the project structure. 
After that, I'll need help creating the models using the dojo_model tool.

Running Directly

You can also run Sensei MCP directly:

npx github:dojoengine/sensei-mcp

Available Tools

Sensei provides specialized tools for different aspects of Dojo development:

  • dojo_101 : Beginner-friendly introduction to Dojo development
  • dojo_config : Essential guidance for configuring Dojo projects
  • dojo_logic : Expert guidance on implementing Dojo systems and game logic
  • dojo_model : Specialized guidance for creating and working with Dojo models
  • dojo_test : Comprehensive guide for writing tests for Dojo applications
  • dojo_token : Detailed guidance on implementing token standards in Dojo

How to Use Tools

When chatting with Sensei, you can ask for specific guidance by mentioning the tool name:

Can you help me understand how to create a model in Dojo?

Sensei will automatically use the appropriate tool (in this case, dojo_model) to provide specialized guidance.

Recommended Development Workflow

For the best results, follow this incremental development approach:

  1. Project Setup (use dojo_101)
* Initialize your project with `sozo init`
* Understand the project structure
* Remove or replace boilerplate code
  1. Define Models (use dojo_model)
* Create your game state models
* Ensure proper trait derivation
* Set up key fields correctly
  1. Implement Systems (use dojo_logic)
* Create system contracts
* Implement game mechanics
* Handle state changes
  1. Project Configuration (use dojo_config)
* Set up Scarb.toml
* Configure Dojo profiles
* Manage dependencies
  1. Testing (use dojo_test)
* Write comprehensive tests
* Verify game logic

This workflow ensures you build your Dojo application in a structured, methodical way, leveraging the specialized knowledge of each tool at the appropriate stage of development.

Core Expertise

Sensei has deep expertise in:

  • Cairo programming language (including its unique ownership, memory, and type system)
  • Dojo ECS architecture (Models, Systems, and World)
  • Smart contract development on Starknet
  • Best practices for onchain game development

Development

Project Structure

  • bin/: Contains the executable script
  • src/: Source code for the MCP server
  • prompts/: Text prompts for different aspects of Dojo development
  • resources/: Additional resources used by the prompts

Building from Source

# Clone the repository
git clone https://github.com/dojoengine/sensei-mcp.git
cd sensei-mcp

# Install dependencies
npm install

# Build the project
npm run build

# Start the server
npm start

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