# Codegraff: 40× leaner file tools for your coding agent > Source: > Published: 2026-07-16 03:38:37+00:00 CodeDB Pro cuts that token bill ~97%. Free `graff` is already SOTA on Terminal-Bench. CodeDB Pro keeps the **exact same eval scores** and gets there in a fraction of the tokens. Your agents just stop dumping whole files into context. ``` curl -fsSL https://codegraff.com/install.sh | bash ``` macOS arm64 + Linux x86_64 · zero runtime deps tokens this task 18,400 5 tool calls · 8.4s wall-clock · Claude / Codex native same task, same result · hover to pause Engineering teams shipping with Codegraff tokens saved · last 30d ops · last 7d per op · codedb p50 outline / lookup counters from activated installs · speed numbers from [bench/ on github](https://github.com/justrach/codegraff/tree/main/bench) · hyperfine, n=10, macOS arm64 The token ledger One real file, measured three ways. Default tools dump the raw text. codedb, the free engine, reads it structurally. CodeDB Pro lands the exact symbol and edits in kilobytes. The red bar is what you pay for today. Understand a 2,300-line file 29× leaner than the raw dump 865 tok with CodeDB Pro Search the whole codebase codedb’s search engine ships inside Pro built in with CodeDB Pro Edit one function Pro only · codedb reads, it doesn’t edit 1.9 KB with CodeDB Pro measured · codedb-pro 0.2.9 · same 2,318-line file · "built in" = Pro ships codedb's search engine How CodeDB Pro works codedb picks the right file Most agent failures aren't bad reasoning, they're the agent looking at the wrong file. codedb is graff's retrieval layer: a local index of symbols, outlines, and call paths the agent queries before it acts. SOTA on Terminal-Bench, free, open-source. CodeDB Pro gets there in ~97% fewer tokens Same eval scores, a fraction of the footprint. outline returns 47 tokens where a raw read pulls 2,103. symbol lookups land the exact function, never the whole file. Then Pro edits, symbol-safe The one thing the free engine can't do. Symbol-safe patches write 1.9 KB where default tools rewrite 169 KB. Immune to line drift, concurrent agents, and mid-session file growth. What CodeDB Pro adds Scope mode context, not noise ripgrep can't do thisEvery match returns its enclosing function. Not a line. Not a file. The exact block your agent needs to act on. `zigrep -S 'validateInput' src/` Structural read 47 tokens vs 2,103 outline firstoutline gives the full symbol map of a file. Then symbol pulls exactly the function, never the whole file. `zigread outline src/main.zig` Symbol-safe patching no line drift edit by nameEdit by function name, not line numbers. Survives upstream diffs, concurrent agents, and mid-session file growth. `zigpatch --symbol parseToken src/auth.zig` Batch ops 10 reads in 7ms 0.7ms per opPersistent daemon. No fork/exec per call. Reads, searches, diffs, and edits run in parallel over one stdio pipe. `codedb-pro batch [read, search, diff, edit]` Benchmark · same query 6.4× faster hyperfine · 4.7 GB repo · macOS arm64 · n=10 Pricing $99/year is one seat. The ledger above is one real file: 25,324 tokens of raw dump down to 865, edits in kilobytes not hundreds. Every week you wait, that gap is tokens you already pay for, spent re-reading files. Individual 1 seat · $99/seat · all tools, all editors Team 2 seats · $80/seat · save $38 vs 2 solo seats Team Plus 5 seats · $69.80/seat · save $146 vs 5 solo seats Stripe checkout link by email · same-day Engineering org · 10+ seats Volume pricing, invoiced annually, MSA on request. One-day turnaround on quotes. Refund within 14 days · License keys by email · No subscription auto-renew lock-in Run `graff provider login codegraff` and you get instant access to the frontier set. No API keys to manage, no provider accounts to create. Credits start at $10, top up from the [dashboard](/dashboard/billing). CodeDB Pro. One install per engineer. Works with Claude Code, Codex, Cursor, Windsurf. Per-seat licenses, by email. ``` curl -fsSL https://codegraff.com/install.sh | bash codedb-pro activate CGPRO-XXXX-XXXX engineer@company.com codedb-pro mcp register --client claude-code ``` Runs locally · your code never leaves the machine · uninstall and your agent falls back to its built-in tools Built by [Rach Pradhan](https://justrach.com) · [hi@codegraff.com](mailto:hi@codegraff.com) · [Terms](/terms) · [Privacy](/privacy)