Developer Tools / Monitoring

Lettertrace

Open-source BYOK telemetry for tracking how a brand appears in AI assistant answers. It generates topic-based prompts, runs them across multiple models with your own keys, detects mentions, and charts visibility, sentiment, and share of voice over time.

Clear28/30
Useful27/30
Specific15/20
Complete12/20
Lettertrace screenshot

Why it was accepted

The page clearly describes a real AI-adjacent product with a focused use case: monitoring brand visibility in AI assistant responses. The README shows how it works, what it measures, which models it supports, and how to get started, which is enough for a useful public listing.

Weakness

The crawl cuts off partway through the setup section, so a visitor cannot see the full installation flow, deployment path, or whether there are screenshots, demos, or hosted docs beyond the README.

Review status

18 days ago #1180 ↓ -2

Last evaluated 18 days ago. Current rank #1180. Down 2 spots in the rankings.

Score history

82

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.

Traccia screenshot
#3 Traccia
92

Developer Tools / Code Assistant

Traccia is an AI agent observability and governance platform with OpenTelemetry-native tracing, runtime policy enforcement, prompt registry, evals, cost attribution, and compliance evidence export.

scribe screenshot
#5 scribe
92

Developer Tools / AI Agents

Single-binary CLI that builds an AI agent knowledge base from git repos, Claude Code/Codex sessions, and saved links. It generates a portable markdown wiki, runs on cron, supports local Ollama mode, and exposes the result for agents via CLAUDE.md/AGENTS.md and MCP.

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.