AgentActa

Agent observability

Your agent did 1,000s of things today. Can you find the 1 that broke prod?

A local audit trail and search engine for AI agent sessions. Indexes JSONL into SQLite with full-text search, timeline, file tracking, and token stats.

$ npx agentacta

Every session. Every tool call. Instantly searchable.

Turns raw JSONL session logs into a browsable, searchable interface. No cloud, no setup, no waiting.

Full-text search across everything

SQLite FTS5 indexes every message, tool call, and result. Find the one prompt that caused a cascade, or trace how a file got modified across 50 sessions. Sub-second, always local.

agentacta> search "deleted production database"
Session #847 · 2h ago · Claude Code
Tool: bashrm -rf /var/data/prod/*
Context: "cleaning up test artifacts"
Found 3 results across 2 sessions (4ms)

Sessions & token breakdown

Every session with summaries, duration, model, token counts, and cost estimates. Filter by source, date, or status.

Live timeline

Date-based event timeline with SSE streaming for active sessions. Watch what your agent is doing right now, or replay yesterday.

File activity tracking

Which files did your agents touch? Sorted by frequency, recency, and session count. Trace any file back to every session that modified it.

Command palette

⌘K to jump anywhere. Search sessions, switch views, toggle themes. Keyboard-first, because that's how you work.

One command. Full visibility.

Reads your existing session files. No agents to configure, no SDK to install. Just run it.

01

Session JSONL

Your agents already write session logs. AgentActa finds them automatically.

02

SQLite + FTS5

Indexed into a local database with full-text search. Fast, portable, zero dependencies.

03

HTTP API

Lightweight server exposes a REST API. Query sessions, search events, stream timeline.

04

Web UI

Opens in your browser. Search, browse sessions, trace files, watch live timelines.

Your agents already generate the data

Indexes session JSONL from the tools you already use. No integration needed.

OpenClaw
Claude Code
Codex CLI

Start auditing in 30 seconds

$ npx agentacta

Free, open source, MIT licensed. Runs entirely on your machine.