Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Tokenflow

See where your AI spend actually goes

Details

External ID
1249925
Source
PH
Company
—
Product
TokenFlow
Website domain
producthunt.com
Launched
Sept. 17, 2026
Cohort
—
Upvotes
3
Upvotes percentile
0.8905013897797733
Tags
Productivity, Developer Tools, GitHub, Development
Fetched at
Sept. 18, 2026, 4:40 a.m.
Updated at
Sept. 18, 2026, 4:40 a.m.

Description

Your AI coding agents bill you monthly and tell you nothing. TokenFlow reads the logs Claude Code, Codex, Cursor and Cline write on your machine, prices every branch, and posts the cost on the pull request as a comment plus a status check — so a change over its declared budget fails before it merges. A guard hook brakes a session while it is still running, and an MCP server hands the same numbers to the agent spending the money. Local-first, zero dependencies, MIT. Nothing leaves your machine.

Enrichment

Theme
Claude integrations and coding agents
Vertical
Horizontal
Function
Observability & eval
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
llm cost tracking and analytics for developers
Manually corrected
False

Could you build this?

Yes It is a CLI tool and GitHub Action that reads local JSON/JSONL log files generated by AI coding tools, tallies token counts against a static pricing dictionary, and uses standard GitHub API calls to post PR comments.

Competitors

Other products that read as similar to this one — 293 launches clear the similarity bar, closest 8 shown.

Attention rank: #41 of 294 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 315 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.