Turn 500K Tokens of Docs into 5K of Perfect Context
We optimize your documentation for LLMs. You use your own AI (Claude, GPT, Gemini) — we deliver perfectly relevant context. Handle docs of any size, even 100x your context window.
Works with your favorite AI coding tools
Your Docs Are Too Big? Not Anymore.
Recursive decomposition breaks complex queries into sub-queries, letting your LLM work with documentation 100x larger than its context window. Your AI orchestrates the calls, we deliver optimized chunks — no token limits.
Context Optimization, Not Another RAG
We don't run an LLM. We optimize and deliver the most relevant context to your LLM. You keep your AI provider, we handle the context.
Tokens in your docs
Snipara optimizes
Perfectly relevant context
Without Snipara
- ✗$0.83 per query (full docs every time)
- ✗Context lost during compaction events
- ✗Re-explain your codebase every session
- ✗Hit token limits on large documentation
With Snipara
- ✓$0.08 per query (90% reduction)
- ✓Session context persists across compaction
- ✓Your LLM remembers what it learned
- ✓Handle docs 100x larger than context window
Powerful Context Optimization
Advanced search, smart chunking, and session persistence — all delivered via MCP to your LLM.
Use Your Own LLM
Claude, GPT, Gemini, or any AI. We deliver context, you choose the brain. Zero vendor lock-in.
Semantic + Hybrid Search
Beyond keyword matching. Embedding-based similarity finds conceptually relevant content.
Session Persistence
Context survives compaction. Your LLM remembers what it learned across sessions.
Recursive Decomposition
Break complex queries into sub-queries. Handle docs 100x larger than context windows.
Team Context Sharing
Share what you learned with teammates. See their discoveries too.
GitHub Auto-Sync
Connect your repo once. Docs stay current automatically on every push.
How It Works
Get started in under 5 minutes with any MCP-compatible tool
Index Your Docs
Connect GitHub for auto-sync or upload files directly. We index, chunk, and embed your documentation automatically.
Connect Your Tool
Add Snipara as an MCP server in Claude Code, Cursor, Continue.dev, or use our VS Code extension directly.
Query with Context
Your LLM calls our tools to get optimized context. We return relevant sections, your LLM generates the answer.
claude mcp add snipara https://api.snipara.com/v1/PROJECT_ID/mcp{
"mcpServers": {
"snipara": { "url": "..." }
}
}Simple, Transparent Pricing
Start free, scale as you grow
Trusted by Developers Worldwide
"Snipara cut our documentation query costs by 85%. The session context persistence is a game-changer for long coding sessions."
Sarah Chen
Senior Engineer, TechFlow
"Finally, a solution that remembers what I learned about our codebase. No more re-explaining context after every compaction."
Marcus Johnson
Tech Lead, DevScale
"The team collaboration features let us share context across our entire engineering org. Setup took 5 minutes."
Emily Rodriguez
Engineering Manager, CloudNine
Start Optimizing Your Context Today
Join developers who ship faster with AI-optimized documentation context. Use your own LLM, pay 90% less, keep your context across sessions.
100 free queries/month. No credit card required. Works with Claude Code, Cursor, Windsurf, Gemini CLI, and more.