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Agent Observability Python Packages

Python packages with the GitHub topic agent-observability. Sorted by relevance, with stars and monthly downloads.
pydantic
logfire

AI observability platform for production LLM and agent systems.

21.9M 4K 236
InnerAura
hyperweave

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

11K 6 3
memodb-io
acontext

Agent Skills as a Memory Layer

6K 3K 315
Siddhant-K-code
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

4K 50 4
dunetrace
dunetrace

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

4K 44 4
aiperceivable
apcore

Schema-driven module standard for AI-perceivable interfaces

3K 3 1
ericelizes1
agentclip

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

2K 1 0
aaronlab
browsertrace

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

2K 3 23
pcguest
atb-sdk

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

2K 0 0
kums1234
otel-genai-graph

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

1K 0 0
seclai
seclai

Official Seclai Python SDK

1K 2 0
kallemickelborg
nodetracer

The node-level tracing library for agentic software.

952 1 1
amitpaz1
agentlensai

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

775 5 1
DilawarShafiq
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.

347 7 0
juliensimon
open-agent-traces

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

217 16 3
chaukasai
chaukas-sdk

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

102 2 0
memodb-io
acontext-py

Agent Skills as a Memory Layer

2 3K 315
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