agent-trail
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Local dashboard for Claude Code, Codex, OpenCode, OpenClaw and Qoder session history, token usage, cost tracking, tool calls and subagent replay.
Agent Trail
A local AI coding agent observability dashboard for Claude Code, Codex, OpenCode, OpenClaw, and Qoder.
Track token usage, estimated cost, tool calls, subagent trees, and replay full coding-agent sessions from local JSONL / SQLite files.
🏠 camtrik.github.io/agent-trail


What it does
Usage overview across all your agents
A unified dashboard aggregates token consumption and estimated cost across Claude Code, OpenClaw, Codex, OpenCode, and Qoder — broken down by day, session, project, and model. At a glance you can see:
- Total tokens and estimated USD cost for any time window (today / week / all)
- Per-project and per-model breakdowns with trends over time
- Which sessions consumed the most tokens and where your budget is going
- Live activity feed as new sessions are written to disk
Everything is computed locally from the JSONL files your agents already produce.
Full session replay with tool and subagent detail
Open any session and step through every turn exactly as it happened. The replay view goes beyond raw text — it surfaces the internal structure of each assistant turn:
- Tool calls: expand any
Bash,Read,Edit,Write, or custom tool invocation to see the exact input arguments and the full output the model received - Subagent spawns: when Claude Code or OpenClaw launches a sub-agent, the dashboard renders the nested agent tree so you can trace which subtask was delegated, what instructions it received, and what it returned
- Injected context and system events: surface hidden context blocks, permission prompts, and synthetic messages that normally live between turns but shape how the model behaves
- Token accounting per turn: see input, output, cache-read, cache-write, and reasoning token counts at the turn level, not just the session level
Install
Option 1 — npm (recommended, any Node.js 22+)
npm install -g @camtrik/agent-trail
agent-trail
Update an existing global install:
npm update -g @camtrik/agent-trail
# Or force the latest published version:
npm install -g @camtrik/agent-trail@latest
Works across Node 22, 24, and newer — npm install resolves native modules (better-sqlite3) for your local ABI. First install takes ~30s while deps are fetched.
Runtime logs are quiet by default. For verbose diagnostics:
AGENT_TRAIL_LOG_LEVEL=debug agent-trail
Option 2 — Docker local build
git clone https://github.com/camtrik/agent-trail.git
cd agent-trail
docker compose up --build
The default Compose file builds the app locally with Node 24 inside Docker, so your host machine does not need Node.js installed.
Open http://localhost:3030.
Option 3 — Docker published image
docker compose -f docker-compose.image.yml up -d
Or run the published image directly:
docker run --rm -p 127.0.0.1:3030:3030 \
-v "$HOME/.claude/projects:/agents/claude:ro" \
-e CLAUDE_PROJECTS_DIR=/agents/claude \
ghcr.io/camtrik/agent-trail:latest
Open http://localhost:3030. Mount additional agent directories with -v and the matching env var (OPENCLAW_DIR, CODEX_SESSIONS_DIR, OPENCODE_DB_PATH).
Option 4 — from source
pnpm install
pnpm dev # starts Next.js (3000) + ingest service (8078)
See docs/GETTING-STARTED.md for full setup and environment variable reference.
Uninstall
npm global install
npm uninstall -g @camtrik/agent-trail
Optional cleanup for the local index/config created by the packaged app:
rm -rf ~/.agent-trail
This does not delete your original Claude Code, OpenClaw, Codex, OpenCode, or Qoder session files.
Docker Compose
Stop and remove the containers:
docker compose down
# or, if you used the published-image compose file:
docker compose -f docker-compose.image.yml down
Optional cleanup for the Docker volume that stores the dashboard's SQLite index:
docker compose down -v
# or:
docker compose -f docker-compose.image.yml down -v
Optional image cleanup:
docker image rm agent-trail:local
docker image rm ghcr.io/camtrik/agent-trail:latest
Supported AI coding agents
| Agent | Source files | Notes |
|---|---|---|
| Claude Code | ~/.claude/projects/**/*.jsonl |
Full tool-call and subagent replay |
| OpenClaw | ~/.openclaw/agents/*/sessions/*.jsonl |
Gateway live view + file ingest |
| Codex | ~/.codex/sessions/**/*.jsonl |
Parent-child session tree |
| OpenCode | ~/.local/share/opencode/opencode.db |
SQLite source |
| Qoder | local cache DB | Token counts (cost excluded from rollups) |
Use cases
Agent Trail is useful if you are:
- Inspecting Claude Code tool calls, subagent trees, and injected context
- Replaying Codex, OpenCode, OpenClaw, or Qoder coding sessions turn by turn
- Tracking LLM token usage and estimated cost across multiple agents locally
- Analyzing which sessions or projects consumed the most tokens
- Debugging expensive or failed AI coding agent runs
Privacy
This is a local-only tool. No data leaves your machine.
- JSONL files are parsed and indexed into a local SQLite database (
data/ingest.db). - The dashboard is read-only — it replays recorded tool calls, never re-executes them.
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