Open Source API Proxy

Stop paying LLMs to read logs.

Running out of tokens before Opus 4.7 even starts the task? Optiforce surgically compresses terminal noise before it hits your agent.Slash token costs by 90%. Retain 100% reasoning accuracy.

Get Started
$ npm install -g optiforce
Compatible with Claude Code, Devin, and any CLI agent.
optiforce-cli
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$ optiforce login
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✓ Authenticated with gateway.optiforce.io
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$ optiforce setup
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✓ Injected Proxy & CA Certs into Claude Code
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Agent traffic is now actively compressing.

Engineering Benchmarks

Evaluated nightly against the Harbor Benchmark Suite (terminal-bench, compilebench, quixbugs). Identical reasoning with a fraction of the payload.

Total Tokens (Avg. Session)
142k
↓ 42% vs Baseline

Baseline (Direct API): 245,000 tokens

Time to First Token
480ms

↓ 61% from 1,240ms

Accuracy Retained
100%

Pass@k = 0.800 (Identical)

Surgical Extraction at the Network Layer

CLI tools were designed for human eyes. Optiforce uses native language-aware compactors to parse the output and extract pure signal before it hits the wire.

1. Intercept & Identify

Acts as a standard HTTPS proxy. Reads the tool payload and identifies the exact CLI tool using language heuristics.

2. Surgical Compaction

Native Go compactors strip progress bars, drop unchanged git lines, and extract actionable errors or diff signals.

3. Forward Signal

A highly concentrated payload reaches the LLM. The agent retains exact reasoning capabilities at a fraction of the footprint.

Ready to accelerate your agents?

Optiforce is free, open source, and runs entirely on your local machine.

Deploy Optiforce