Codebase context benchmarks

Real-world results measuring token reduction and cost savings on Claude Sonnet 5 ($2.00/1M input tokens). Powered by the new asynchronous background indexer, mcp-injector scales to massive 50,000+ file monorepos without memory exhaustion.

Repository Language Total Files Raw Tokens Compressed Reduction Cost Saved / Run
Django ✓ Verified Python 2,359 5,554,607 596,752 89.3% $10.99
Spring Framework ✓ Verified Java 9,193 15,032,871 5,185,299 65.5% $29.03
Next.js ✓ Verified TypeScript 21,985 23,963,330 10,212,684 57.4% $45.88
Tokio ✓ Verified Rust 789 1,597,813 444,164 72.2% $3.11
Gin ✓ Verified Go 99 197,300 47,718 75.8% $0.39
AutoMapper ✓ Verified C# 513 616,363 362,961 41.1% $1.16
Redis ✓ Verified C 838 3,847,616 982,158 74.5% $7.50
LevelDB ✓ Verified C++ 133 257,451 114,485 55.5% $0.49
cURL ✓ Verified C 1,052 2,738,735 608,206 77.8% $5.36

Test your own project's savings

Run our open-source benchmark utility locally to see the exact line count, token usage, and cost reduction for your repository before installing anything.

$ mcp-benchmark ./your-project
Get mcp-benchmark on GitHub →