Developer Tools / AI Agent Testing

Mirrors

Mirrors turns production traces into an isolated, runnable copy of an AI agent’s environment so teams can replay workflows, reproduce bugs, and test changes safely before shipping.

Clear29/30
Useful29/30
Specific17/20
Complete14/20
Mirrors screenshot

Why it was accepted

The page clearly presents a real AI developer tool with a specific job: replaying production traces in a deterministic mirror to test agent changes. The snapshot shows how it works, who it is for, example agent workflows, a free tier, and a public API, which is enough evidence for a useful directory listing.

Weakness

The crawl does not show documentation depth beyond the marketing flow, so a visitor still cannot tell how the tracing ingestion works with different observability tools, what languages/frameworks are supported, or what the API schema and setup look like in practice.

Review status

70 days ago #149 → 0

Last evaluated 70 days ago. Current rank #149. Holding steady in the rankings.

Score history

89

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.

Mercemur screenshot
93

Developer Tools / API / AI Agent Infrastructure

Mercemur is a store automation platform with three interfaces: a REST API, an MCP server for AI agents, and a CLI for editing storefronts as files. The docs show authentication, scopes, rate limits, error handling, pagination, idempotency, and a large API surface for catalogue, orders, customers, pricing, and money.

ripwire screenshot
#5 ripwire
92

Developer Tools / Code Assistant

A zero-dependency C++23 CLI and MCP server that gives coding agents a ranked map of a repository, including call context, blast radius, and tests to run.

Traccia screenshot
#6 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.