neatroots

What is neatroots

neatroots is a locally-first open-source tool for viewing, inspecting and replaying AI Agent execution records on a local machine, helping developers debug and trace issues while building Agents.

Key features

• Obtains Agent execution records from multiple sources including Neatlogs SDK, OpenTelemetry, OTLP and trace files.
• Performs rule checks and decision model judgements on each run, detects loops, errors, leaked keys and other issues, and provides explanations and remediation suggestions.
• Displays execution records in four views: Overview, Trace tree, Timeline and Conversation.
• Supports replaying individual LLM calls or the entire Agent, and editing messages, models or prompts.
• Provides search functionality to filter and query across inputs, outputs and errors from all runs.

Who it is for

Suitable for developers building AI Agents, for local debugging, inspecting execution records and tracing issues.

How to get started

1. Visit https://github.com/neatlogs/neatroots to read the project documentation
2. Install the corresponding Neatlogs SDK using pip or npm following the README
3. Run neatroots connect to link with coding Agents such as Claude Code or Cursor
4. Launch neatroots locally to view and replay Agent execution records

Compiled from public descriptions on the tool's official website / README / launch page. Pricing and user numbers have not been verified; please check the official website. Some sections were drafted with AI assistance. Written in Chinese and English; other languages are machine-translated.