Open source · MIT · every MCP agent
Give your agent a map, not a pile of files.
Topolox indexes your codebase into an embedded graph and serves precise context to Claude Code, Cursor, and every MCP agent — so they understand a change instead of reading the whole repo to find it.
≈5.4× less context · <1ms queries · 14+ languages · 100% local
your codebase, mapped click a node ↗
the payoff
Most of your agent's context is wasted re-reading code.
To answer one “what breaks if I change this?”, an agent reads the file and everything around it — tens of thousands of tokens. Topolox answers from the graph instead, and hands back a fraction of that.
5.4×
median context cut
8.2×
mean context cut
0.8ms
query p50
14+
languages
reading files
0
tokens to answer one question
0128k context window
5.4× less context, same answer
get started
Three commands, then it's just there
No daemon to babysit, no keys to paste. Index once, install the MCP server, and your agent gains a map of the codebase. Verify it yourself with topolox benchmark .
works with
Claude CodeCursorCodex CLIGemini CLIVS CodeWindsurfClaude Desktop
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