unbuilt
AI GeneratedDeveloper Tools

CursorContextLimit: Token Budget Visualizer

Real-time dashboard showing AI coding tool token usage per file, project, and session to prevent surprise overages and optimize context window spending.

Opportunity
High
Competitors
2apps
Difficulty
Easy
Market
Small
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Key insight: Vibe coders love building fast but hate surprises—a tool that turns token spending into a visible, controllable resource (like RAM in dev tools) fills a gap between free and paid tiers of existing AI IDEs.

The Problem

Vibe coders using Cursor, Bolt, and similar tools often hit token limits mid-session without warning, forcing expensive resets or bill shocks. They have no visibility into which files, dependencies, or conversation threads are consuming tokens until it's too late.

Target Audience

Solo indie hackers and small teams using Cursor/Bolt for rapid development who care about AI tool costs and want to stay within monthly budgets.

Why Now?

As AI-assisted coding becomes standard and token pricing rises, vibe coders are getting burned by unexpected bills; this solves a pain point that didn't exist 18 months ago.

What's Missing

Existing billing dashboards show aggregate costs, not file-level or conversation-level breakdown. Developers need to understand *what* is consuming tokens before they hit the wall.

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