[Feature] Code integration

[maximedogawa]

User Story

As a user
I want that I can give task to create, edit and remove code, create code projects and show prompt as git diff replies
So that so that I can use pengine as a coding tool to create projects

Description

Similar to claude code I want you to edit, create or delete files. Also for the given project the mcp coding server should be able to run command inside the docker image where I give access to.

Where are references how claude code does this:

| Prompts | Pre-crafted instructions for common workflows | User-controlled |

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Reference Links

Official Documentation

• Claude Code MCP Docs: https://code.claude.com/docs/en/mcp
• MCP Overview: https://docs.anthropic.com/en/docs/build-with-claude/mcp
• MCP Architecture: https://modelcontextprotocol.io/docs/concepts/architecture

MCP Specification & SDKs

• MCP GitHub Repository: https://github.com/modelcontextprotocol/specification
• Official MCP Website: https://modelcontextprotocol.io/
• MCP SDKs: Available for Python, TypeScript, and other languages

Claude Code Specific

• Claude Code as MCP Server: Claude Code can also act as an MCP server itself, allowing other clients to connect to it
• MCP Server Registry: https://modelcontextprotocol.io/examples (example servers)

Learning Resources

• Anthropic Academy MCP Course: https://anthropic.skilljar.com/introduction-to-model-context-protocol (free course on building MCP servers/clients)

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Summary

Claude Code uses MCP to connect to multiple external servers (filesystem, GitHub, databases, etc.) through dedicated client connections. Each MCP server provides tools and context that Claude uses to generate code, query data, and interact with external systems — all through a standardized protocol that works like "USB-C for AI applications."

Acceptance Criteria

• include all mcp servers and docker images for code integration
• Improve use for local models
• create a running example project (Website that builds and runs) in a execution environment

Design Considerations

• UI/UX considerations
• User flow
• Visual mockups or wireframes (if applicable)

Technical Implementation

• Proposed approach
• Technical considerations
• Dependencies or prerequisites

Additional Context

Add any other context, screenshots, or examples about the feature request here.

Related Issues

• Related issue [Feature] Messaging bot connection #1
• Related issue 1 feature messaging bot connection #2