Without Ctxo
grep
read
find
grep
read
read
grep
read
find
read
⚠ CONTEXT OVERFLOW
- ✕ Context window saturated
- ✕ Partial context hallucination
- ✕ Lost-in-the-middle
- ✕ Context poisoning
- ✕ 10-20 calls per symbol
- ✕ Stale reasoning after iterations
VS
With Ctxo
- ✓ Clean, relevant context only
- ✓ One call replaces full exploration
- ✓ Structured symbol graphs + deps
- ✓ Built-in usage stats & insights
Built on MCP — works with Claude Code, Copilot, Cursor, Windsurf, Cline & any MCP client
Token Usage
140K
→
2.9K
48× less
Tool Calls
409+
→
8
51× fewer
Context Free
Overflow
→
97%
97% free