How DataStruk CodeSense Works

🎯 The Big Picture

DataStruk is the universal bridge between your codebase and any AI assistant.

Instead of each AI tool building its own file reading and git analysis, DataStruk provides a standardized MCP server that any AI can connect to instantly.

⚡ The Magic in 3 Steps

1. Point & Connect

1
2

# One command starts it all
datastruk mcp start --provider groq

DataStruk instantly understands your project structure, git history, and code patterns.

2. Universal Intelligence

Your AI assistant gains 20+ specialized tools to analyze your codebase:

  • 🗂️ Smart file reading with context awareness
  • 🔄 Git timeline analysis with change intelligence
  • 🔍 Pattern detection for consistency checking
  • 🤖 AI-generated code detection (yes, it can spot that!)

3. Any LLM, Instant Expertise

Whether you’re using:

  • Claude Desktop (native MCP support)
  • Custom Groq clients (lightning fast)
  • ChatGPT integrations
  • Local models (privacy-first)

They all get the same rich understanding of your project.

🔗 Understanding MCP (Model Context Protocol)

What is MCP?

MCP is like USB for AI assistants - a standard way for AI tools to connect to external data sources and capabilities.

Think of it this way:

  • USB: One cable connects any device to any computer
  • MCP: One protocol connects any AI to any data source

MCP vs. Other AI Integration Approaches

❌ Traditional Approach

ChatGPT
→
Custom Reader #1
Claude
→
Custom Reader #2
Groq
→
Custom Reader #3

❌ Every AI reinvents file intelligence

✅ MCP Approach

Any AI
ChatGPT • Claude • Groq • Local
↔
MCP Protocol
↔
DataStruk Server

✅ One server, universal intelligence

Why MCP is Revolutionary

  • Standardized: Works with any MCP-compliant AI
  • Future-proof: New AIs can connect instantly
  • Efficient: Write once, connect everywhere
  • Secure: Local data, controlled access

🚀 Ready to Connect Your Codebase?

1
2
3
4
5
6
7
8

# Install in 60 seconds
curl -sSL https://get.datastruk.com/install | sh

# Start MCP server  
datastruk mcp start --provider groq

# Or configure with Claude Desktop
datastruk config claude-desktop

The future of AI-powered development is here. And it works with YOUR favorite AI assistant.