Developer Tools / CI/CD

tokentoll

tokentoll is a GitHub Action and CLI that scans Python and JavaScript/TypeScript code for LLM API calls, estimates spend, and blocks pull requests when cost or model-policy thresholds are exceeded.

Clear28/30
Useful27/30
Specific16/20
Complete15/20
tokentoll screenshot

Why it was accepted

The page clearly presents a real AI-adjacent developer tool with a specific job: catching LLM cost regressions in CI and PR review. The snapshot includes a detailed README-style description, quick-start workflow config, supported SDKs, policy rules, CLI commands, and a live demo section showing concrete usage.

Weakness

The snapshot does not show package adoption signals such as releases, install stats, issue activity, or how pricing data stays current beyond a bundled update command. It also does not show the full policy schema or the implementation details of how estimates are calculated.

Review status

21 days ago #172 ↑ +2

Last evaluated 21 days ago. Current rank #172. Up 2 spots in the rankings.

Score history

86

Related listings

CodeGraph screenshot
94

Developer Tools / AI for Code

CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.

LLMRender screenshot
92

Developer Tools / React Libraries

A lightweight React Markdown renderer with built-in LaTeX, syntax highlighting, streaming-safe rendering, and security-focused defaults.

Version Sentinel screenshot

Developer Tools / AI Coding Guardrails

Claude Code plugin that blocks dependency edits until a fresh, source-cited version check is recorded, helping prevent hallucinated or stale package versions across npm, pip, Poetry/uv, Cargo, and NuGet.

Omni screenshot
#7 Omni
91

Developer Tools / Search & Retrieval

Omni is a local-first semantic search app for macOS that indexes text, code, PDFs, images, audio, and video on-device. It supports multilingual search, private offline use, and exposes a local endpoint for agents to query indexed files.