ZizkaDB MCP server
Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.
What ZizkaDB does
Summarised from the project README; check the repository for the latest details.
Features
- Checksum-backed decision logs. Every event is stored with a SHA-256 checksum of its content, so any later edit is detectable.
- Causally linked history. Each decision points to the event that caused it, so an auditor can follow the full chain.
- Session replay. Step through any past session event by event.
- Time-travel debugging. Rebuild exactly what the agent knew at any moment with `db.at()`.
- Drift detection. `db.baseline()` flags when an agent starts behaving differently from its history.
Repository: ZIZKA-AI-SL/ZizkaDB
Website: https://db.zizka.ai
Stars: ★139
Language: Python
Last updated: 2026-10-14
agent-auditabilityagent-debuggingai-agentsai-auditai-compliancearticle-12audit-logaudit-loggingaudit-trailcausal-inferencecausal-lineagedrift-detection-mlopseu-ai-acteuaiactcompliancellmopsmcp-serversession-replaytamper-evident-logstime-travel-debugging
Website: https://db.zizka.ai
Stars: ★139
Language: Python
Last updated: 2026-10-14
agent-auditabilityagent-debuggingai-agentsai-auditai-compliancearticle-12audit-logaudit-loggingaudit-trailcausal-inferencecausal-lineagedrift-detection-mlopseu-ai-acteuaiactcompliancellmopsmcp-serversession-replaytamper-evident-logstime-travel-debugging
How to install ZizkaDB
No install config was found in this README. See the repository for setup steps, then follow our guides for Claude Desktop, Cursor or VS Code.
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