tokenledge · early access
Estimate your savings

Where does your token bill actually go?Into context your agent loads once, then barely reads.

A drop-in proxy for Claude Code, Codex, Copilot, and Cursor. It compresses tool output, logs, and file reads before they reach the model, so you get the same answers for 60–90% fewer tokens. No code changes, and nothing is ever thrown away for good.

A proxy sits between your coding agent and the model’s API, so it can slim down what gets sent without the agent noticing.

Before · tool output2,140 tok
{"id":"a83f...","status":200,"headers":{...41 lines...}
"results":[{"row":1,"ok":true,"latency_ms":812,...}
{"row":2,"ok":true,"latency_ms":790,...}, {"row":3...
...212 more passing rows omitted here, sent in full...
{"row":184,"ok":false,"error":"timeout"}
After · same request96 tok
215 rows ok, avg 803ms
1 failure: row 184, timeout
↳ full response cached, retrievable on demand

That one call: 95.5% fewer tokens, zero information the agent actually needed.

Type your spend, see your savings →

Join the waitlist. We’ll ask which agent you use and how you pay. No spam, unsubscribe anytime.

You’re on the list. Check your email for a note from us.

60–90%
typical token reduction on agentic tool-call traffic
2 min
to point your agent at the proxy, no code changes
0
responses permanently discarded. Full originals stay retrievable

You’re mid-task and the agent gets cut off: cap hit, or the bill just jumped.

Three steps stand between that and it never happening again.

1

Point your agent at us

Swap one endpoint or run our proxy. Claude Code, Codex, Copilot, and Cursor keep working exactly as before.

2

We compress what leaves your machine

Verbose logs, diffs, search results, and file reads get trimmed to what the model actually needs to reason well.

3

Nothing is lost

If the agent needs the full original later, it can always pull it back. Compression is aggressive but reversible.

What’s your number?

Type your monthly spend or drop a usage export — individual or org-wide — and see your bill before and after. It runs entirely in your browser, in about 20 seconds. Nothing is uploaded.

Open the savings analyzer →

Before you join the waitlist

Does this require changing my code?

No. Point your agent's endpoint at the proxy and Claude Code, Codex, Copilot, or Cursor keep working exactly as before.

Is anything permanently deleted to save tokens?

No. Compression is reversible: full original responses are cached and retrievable on demand if the agent needs them later.

What does the proxy see, log, and store about my code?

It sees exactly what your agent already sends to the model — that’s what it compresses. Originals are cached only so your agent can pull them back during a session, and they are never used for training, analytics, or anything beyond serving your own requests. Full data-handling terms ship with early access.

Which coding agents are supported?

Claude Code, Codex, Copilot, and Cursor today, with more agent integrations planned based on waitlist demand.

Is there a team plan?

A team plan with shared config and per-project spend visibility is planned for later in 2026. Join the waitlist to be notified.

Get early access

We’re opening this to a small group first. Drop your email and we’ll reach out with access plus two quick questions: which agent you use, and whether you’re on a subscription or pay-as-you-go. About 20 seconds.

No spam, just an early-access invite when your spot opens.

You’re on the list. Check your email for a note from us with those two quick questions.