Agent Observability Python Packages

logfire

AI observability platform for production LLM and agent systems.

hyperweave

Headless visual output layer for AI agents. One API call → self-contained SVG. Zero dependencies, works everywhere ⌬

acontext

Agent Skills as a Memory Layer

agent-strace

strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, Gemini CLI or any MCP client

dunetrace

Real-time monitoring of your production agents. No raw content transmitted.

apcore

Schema-driven module standard for AI-perceivable interfaces

agentclip

Python SDK + CLI + MCP server for AgentClip — the open-source tool that turns AI agent runs into shareable URLs.

browsertrace

Local replay debugger for Browser Use failures with screenshots, model I/O, failed-step timelines, and public-safe HTML exports.

atb-sdk

Python SDK for ATB (Agent Trace Bundle) — local-first AI audit trail

otel-genai-graph

Project OpenTelemetry GenAI traces into a queryable graph (Neo4j or DuckDB) — agent delegation, cost attribution, blast radius.

seclai

Official Seclai Python SDK

nodetracer

The node-level tracing library for agentic software.

agentlensai

Python SDK for AgentLens — observability and audit trail for AI agents

unworldly-recorder

The flight recorder for AI agents. Tamper-proof, ISO 42001 + HIPAA-compliant audit trails for everything AI agents do on your system. File changes + shell commands + PHI detection + agent identity.

open-agent-traces

Generate realistic multi-agent workflow traces with LLM-enriched content, semantic validation, and PM4Py compatibility. pip install open-agent-traces

chaukas-sdk

One line to instrument your agent and capture every event in an immutable, queryable audit trail.

acontext-py

Agent Skills as a Memory Layer