2.6x cheaper
AI coding sessions
Ragtoolina gives your AI assistant semantic context about your codebase. Same answers, 63% fewer tokens.
Numbers don't lie
Real benchmark results from a production codebase.
Average reduction in tokens consumed per coding session
Less back-and-forth between your AI assistant and tools
$3.01 per session vs $7.81 without Ragtoolina
Tested on Cal.com codebase (40K+ stars) with Claude Sonnet 4
Read the full benchmarkCalculate your savings
See how much you'll save with Ragtoolina based on your usage.
A request = one prompt sent to your AI assistant
Three steps. That's it.
No complex setup. No infrastructure changes. No new workflows.
Download & launch
Install the macOS app. It runs locally — your code never leaves your machine.
Add your projects
Point Ragtoolina at your codebase. It indexes symbols, relationships, and semantic meaning in seconds.
Connect & code
Works with any MCP-compatible AI tool. Add one line to your config and you're set.
{
"mcpServers": {
"ragtoolina": {
"command": "ragtoolina",
"args": ["mcp"]
}
}
}Honest benchmark
Real queries on Cal.com. We show Q1 where there's overhead too — transparency builds trust.
Works with your tools
Any MCP-compatible AI tool. Plug in once, save everywhere.
coming really soon
Supports any tool that speaks Model Context Protocol (MCP)
Deploy on your infrastructure
Keep your code and embeddings entirely on your servers. Enterprise-grade self-hosted deployment for teams that need it.
Your infrastructure
Deploy on-premise or in your private cloud. No data leaves your network.
Full control
Manage access, storage, and updates on your own terms.
Compliance-ready
Meet SOC 2, HIPAA, and internal security requirements with ease.
Simple pricing
Start free. Upgrade when you need more.
Free
For trying Ragtoolina on personal projects.
- 1 project
- 10,000 chunks
- Semantic code search
- MCP server included
- Community support
Pro
For professional developers who ship daily.
- 5 projects
- 100,000 chunks
- Advanced semantic search
- Git history indexing
- Priority support
- API access
Team
For teams that need shared context and collaboration.
- 10 projects
- 1,000,000 chunks
- Team workspace
- Shared indexes
- Admin controls
- Priority support
Enterprise
For organizations that need full control and local hosting.
- Unlimited projects
- Unlimited chunks
- Self-hosted deployment
- SSO integration
- Dedicated support
- Custom SLA