Agent Breadcrumbs 🍞
Lightweight logging & observability for agent work across clients (Codex, Claude, Cursor, ChatGPT, OpenClaw, and others).
https://github.com/user-attachments/assets/3eac31a8-107c-4a82-a14c-dcfa500dd1a9
What You Get
- One MCP tool (
log_work) that aggregates work done across different agents for single or multiple users. - Define your own logging structure with custom schemas (or use built-in profiles) once, and the MCP schema will guide clients to log with correct payloads.
- This lets teams standardize logging once, then route data wherever they need it.
- Multiple options for output sinks:
- local JSONL
- webhook
- Postgres
- Starter schema profiles for common use cases:
- agent insights
- delivery tracking
- audit trail
- knowledge capture
- Simple dashboard app to view logged work.
Repository Layout
- MCP server package (published):
packages/mcp - Dashboard app (repo-local, not published):
apps/dashboard
Quick Start (MCP)
Install and run with defaults:
npx -y agent-breadcrumbsUse with an explicit config file:
