agent-observability

agent-observability is an MCP server, listed under cloud & infrastructure. Its repository has 0 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-23.

Captures and replays LLM agent HTTP traffic deterministically, allowing offline replay of failed runs in less than 1ms with no API cost.

Read from agent-observability’s own README, close to verbatim -- not written by us, and not guessed.

pip install "agent-observability-trace-cli[server]"

Ranked by services in common with agent-observability, then by stars. Figures are from each repository when we last read it.

What does agent-observability do?

Captures and replays LLM agent HTTP traffic deterministically, allowing offline replay of failed runs in less than 1ms with no API cost.

How do I install agent-observability?

Its own README gives this command: pip install "agent-observability-trace-cli[server]". Run it where your MCP client can launch the server, and check the README for any settings it asks for.

Is agent-observability official and is it maintained?

We found nothing naming it as a vendor’s official server. Its repository has 0 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-23.

What licence does agent-observability use?

The repository declares the Apache-2.0 licence.

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