sipnab
★ 33
vs
ZizkaDB
★ 144
sipnab vs ZizkaDB
sipnab: sipnab is a static binary tool designed to analyze SIP calls, pinpointing reasons for failure by examining live traffic, pcap files, or HEP feeds. It offers comprehensive insights into call flow, RTP quality, and security signals through an interactive TUI, CLI, or JSON output.; ZizkaDB: ZizkaDB is a self-hosted audit trail for AI agents, designed to help you understand why an agent misbehaves. It provides a causal graph to trace back from any agent step to its root cause, making debugging and analysis straightforward.
01
TL;DR
sipnabObservability · ★ 33
Diagnosing failed SIP calls from live traffic or pcap files.
ZizkaDBObservability · ★ 144
Debugging Misbehaving AI Agents
02
Side-by-Side Comparison
Field
sipnabZizkaDBCategory
Observability
Observability
Stars
★ 33
★ 144
License
Apache-2.0
NOASSERTION
Install Command
curl -fsSL https://sipnab.com/install.sh | sh
curl -fsSL https://raw.githubusercontent.com/Zizka-ai/ZizkaDB/main/scripts/quickstart-remote.sh | bash
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
SIP Analysis, VoIP Troubleshooting, RTP Monitoring
AI Agent Debugging, Audit Trail, Causal Tracing
03
Features
sipnab01Multiple output modes (TUI, CLI, JSON, MCP Server)
02Comprehensive RTP quality monitoring including MOS scoring and one-way audio detection
03Advanced security analysis for scanner detection, fraud heuristics, and STIR/SHAKEN
04Support for HEP v3 (Homer Encapsulation Protocol) for centralized monitoring
05TLS/SRTP decryption for secure communication analysis
ZizkaDB01Causal Tracing with `db.why()`
02Interactive Dashboard for Causal Chains
03Agent Behavior Drift Detection
04Time-Travel and Context Reconstruction
04
Use Cases
sipnab↳Diagnosing failed SIP calls from live traffic or pcap files.
↳Monitoring RTP quality (jitter, loss, MOS) and detecting one-way audio.
↳Centralized VoIP estate monitoring via HEP v3 from proxy servers like Kamailio or OpenSIPS.
↳Automating problem call identification and reporting in JSON format for further analysis.
ZizkaDB↳Debugging Misbehaving AI Agents
↳Understanding Agent Decision-Making
↳Auditing Agent Interactions and History
↳Detecting Agent Behavior Drift
FAQ
FAQ
What is the difference between sipnab and ZizkaDB?
Both sipnab and ZizkaDB are in the Observability category. sipnab has 33 stars, while ZizkaDB has 144 stars.
Which is better, sipnab or ZizkaDB?
The best choice depends on your use case. Choose sipnab if Diagnosing failed SIP calls from live traffic or pcap files., and ZizkaDB if Debugging Misbehaving AI Agents.
Is sipnab free or open source?
Yes, sipnab is open source on GitHub (Apache-2.0).
Is ZizkaDB free or open source?
Yes, ZizkaDB is open source on GitHub (NOASSERTION).
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