Take control of what your AI coding agents know
RagStrike transforms documentation into queryable knowledge bases with real-time observability. See exactly what your AI knows, add your own guidelines, and get better code suggestions—all from a desktop app that runs 100% locally.
Your AI coding agents are flying blind
When you ask Claude or Cursor about Next.js routing, you have no idea what documentation they're actually reading. Is it Next.js 14.2.0 or 15.0.0? Which chunks got referenced? Why did it suggest a deprecated pattern?
The black box MCP server problem:
- Zero visibility: You can't see what documentation your AI is accessing or why it gave a specific answer
- No enrichment: Official docs don't include your team's patterns, guidelines, or internal conventions
- Manual debugging: When AI suggests outdated code, you waste time tracking down whether the problem is your docs, your setup, or the AI itself
You deserve to know what your AI knows.
Make the invisible visible
RagStrike gives you complete control and real-time observability into your AI agent's knowledge base.
Transform any documentation into agent-ready knowledge:
- • Crawl official docs, add your own Markdown files, upload PDFs
- • Intelligent chunking and vector embedding with LanceDB
- • Augment canonical docs with company patterns and guidelines
- • Serve everything through MCP to Claude Desktop, Cursor, Windsurf, and Cline
See everything in real-time:
- • Watch agent queries as they happen
- • See which documentation chunks get referenced
- • Debug bad suggestions by tracing them to specific docs
- • Verify your MCP servers are actually working
Features
Control Your Knowledge Base
Add whatever context your AI needs
Official Next.js docs don't mention your team's authentication patterns. RagStrike lets you augment canonical documentation with your own guidelines, code examples, and internal conventions.
- • Drop in PDFs, Markdown files, DOCX, HTML, or URLs
- • Configure crawl depth for documentation sites
- • Version your docs (Next.js 14.2.0, React 18.3.0, etc.)
- • Edit Markdown directly in the app with live preview
- • Organize multiple knowledge bases per project
Real-time Observability
Stop guessing what your AI knows
When your AI suggests getServerSideProps instead of Server Components, you need to know why. RagStrike shows you the exact documentation chunks that informed every response.
- • Real-time stream of agent invocations
- • See queries, referenced chunks, and responses
- • Trace bad suggestions to specific documentation
- • Filter logs by errors, warnings, or all activity
- • Verify MCP servers are responding correctly
Instant Setup
From download to smart AI in 60 seconds
No config files. No terminal commands. No environment variables. Just download, add your docs, and enable the MCP server.
- • Visual GUI for everything
- • Search npm packages and add with one click
- • Upload package.json to auto-detect dependencies
- • Drag-and-drop documentation sources
- • Mac app feels native—keyboard shortcuts, dark mode, instant search
Three steps to better AI code suggestions
Add your libraries
Search for Next.js, React, or any npm package. Pick the version. RagStrike fetches the canonical docs automatically.
Augment with your context
Drop in your team's style guide, authentication patterns, or deployment docs. RagStrike chunks and indexes everything locally with LanceDB.
Enable and observe
Toggle the MCP server on. Watch real-time as your AI agents query the knowledge base. See exactly which docs inform every suggestion.
Built for individual developers who want control
| RagStrike | Claude Projects | Enterprise RAG | |
|---|---|---|---|
| Control over docs | Add your own guidelines | Limited to uploads | Requires data team |
| Real-time observability | See every query and chunk | No visibility | Dashboard only |
| Setup time | 60 seconds | Manual uploads | Days/weeks |
| Local processing | 100% on your machine | Cloud-based | Cloud-based |
| Cost | Free during beta | Included with Pro | $$$$ |
| Target user | Individual developers | General users | Enterprises |
Download for your platform
Stop debugging blind AI suggestions
Download RagStrike and see what your AI coding agents actually know. Free during beta. No account required. 100% local.
Download for Mac - FreeYour documentation never leaves your machine. RagStrike runs entirely locally with Electron and LanceDB—no cloud, no tracking, no servers to pay for.