A proxy service that tracks Agent SDK credit consumption in real time and routes to cheaper providers before the monthly cap hits

Anthropic just capped OpenClaw agent usage at $20-200/month with non-rolling Agent SDK credits taking effect June 15. Meanwhile the OpenClaw startup ecosystem revenue dropped 61% from peak as costs squeeze margins. Startups running OpenClaw agents on Claude need to know exactly how fast they are burning credits and automatically fail over to cheaper models (Groq, local Ollama, OpenRouter) before hitting zero. This proxy sits between OpenClaw and LLM providers, meters every request against the monthly credit pool, and reroutes traffic when the burn rate projects a cap breach.

Demand Breakdown

2,549

Social Proof 2 sources

Tell HN: Anthropic no longer allowing Claude Code subscriptions to use OpenClaw

2026-04-12

1,779 HN

Anthropic says OpenClaw-style Claude CLI usage is allowed again

2026-04-23

770

Gap Assessment

UnderservedExisting solutions leave gaps. Underserved market

2 tools exist (OpenRouter, LiteLLM) but gaps remain: No awareness of Anthropic Agent SDK credit limits, no auto-failover based on monthly burn projection; Generic budget tracking, not tailored to Anthropic Agent SDK credit pools or OpenClaw-specific usage patterns.

Features3 agent-ready prompts

HTTP proxy that intercepts OpenClaw-to-Claude API calls, logs token counts per request, and tracks cumulative spend against monthly Agent SDK credit limit

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Auto-failover that reroutes requests to a backup provider (Groq, Ollama, OpenRouter) when projected spend exceeds the monthly credit threshold

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Dashboard web UI showing real-time credit burn rate, provider routing history, and cost-per-task breakdown

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Competitive LandscapeFREE

Product	Does	Missing
OpenRouter	Universal API gateway routing to 400+ models with per-request pricing	No awareness of Anthropic Agent SDK credit limits, no auto-failover based on monthly burn projection
LiteLLM	Unified LLM proxy with budget tracking and model fallbacks	Generic budget tracking, not tailored to Anthropic Agent SDK credit pools or OpenClaw-specific usage patterns

Aggregate Score

131,623

0 leads found

Details

TypeProduct Idea

Competitors2

Features3

Issues2

Leads0

Source Signals

All signals →

129.1KOpenClaw ecosystem revenue drops to $111K/mo from 184 startups (May 2026)2.5KAnthropic reverses OpenClaw ban with Agent SDK credits: $20-$200/mo separate billing

Related Ideas

All ideas →

0A CLI tool that tracks your Claude Agent SDK credit burn rate in real time and routes tasks to the cheapest qualifying model before credits run out 0A background service that enforces per-agent token budgets, kills runaway retry loops, and alerts before API bills explode 0A proxy service that automatically reroutes AI agent inference requests across providers when any single provider bans, throttles, or rate-limits the agent framework