[KongchangAI]
Productagent-observatory

Agent Observatory

A local-first session debugging and observability tool for AI coding assistants. It provides terminal and browser dashboards for inspecting Codex and Claude Code session records, MCP calls and trace chains, with data stored in a local SQLite database.

Timeline (last 90 days)

Oct 16

Agent Observatory is a local terminal and browser dashboard tool designed specifically for inspecting session records of Codex and Claude Code, while also receiving OpenTelemetry data from custom instrumented Agents.

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Oct 16

Using Agent Observatory requires Python 3.11+ and the uv package manager, and the startup command is uvx --from agent-observatory-cli agent-observatory.

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Oct 16

Agent Observatory's receiver listens on 127.0.0.1:14318, captured data is stored in a local SQLite file, and session data does not leave the user's machine.

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Oct 16

Only when the source explicitly reports a waiting state does Agent Observatory mark a session as waiting, and the dashboard does not infer unrecorded reasons.

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Oct 16

Agent Observatory's MCP Calls view only shows MCP servers that have actual call records, rather than listing all servers configured on the machine.

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Oct 16

Agents with non-built-in runtimes can be instrumented and connected to Agent Observatory by sending OTLP/HTTP telemetry data, or by using the project-provided Python and JavaScript clients.

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Oct 16

Agent Observatory's views are organized around sessions, activity, recorded MCP calls, trace chains, and host processes.

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Oct 16

If the source does not record the reason for waiting or the MCP calls, the Agent Observatory dashboard cannot reconstruct this information.

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