odoo-pulse

An AI business analyst for your Odoo ERP. Ask one question, get one answer — numbers, highlights, risks, and a verdict (on-track / at-risk / off-track) — over the Model Context Protocol. CRUD bridges to Odoo already exist; this is the analytics layer that sits on top.

The analyst tools

Each tool answers a whole management question in a single call, returning a structured report with a verdict — not a raw dump you have to interpret.

Every money-reporting tool (except inventory_risk) takes an optional company= filter and flags mixed-currency totals instead of silently summing them; verdict cut-offs (stalled %, overdue %, growth %) are parameters, so you can calibrate them to your business.

Timezone semantics

All report tools take timezone_offset (default 7). Odoo stores datetime fields in UTC; the tools shift them by timezone_offset hours before bucketing by calendar day, and day windows in domains are expressed as UTC datetime boundaries. Date-only fields (e.g. project.milestone.deadline, invoice_date_due, project.task.date_deadline) are compared as-is.

Custom sprint_id field

sprint_health, and the sprint_id filter on team_workload / standup_digest, require a custom sprint_id many2one on project.task (not standard Odoo) and return a clear error when it is absent. list_tasks includes the column only when the instance has it. Version-dependent fields degrade the same way: find_partner searches mobile only on instances that still have it (removed in Odoo 19), and list_timesheets reports an actionable error when hr_timesheet is not installed.

Under the hood it's the standard Odoo XML-RPC external API — nothing to install inside Odoo, works on Odoo Online, Odoo.sh, and on-premise. Requires Odoo 18+: the generic tools (search_read, read_records, …) still run on older versions, but the report tools are not guaranteed there.

Try it in 5 minutes

No Odoo account? Boot a demo Odoo pre-seeded with a story to tell (a stalled deal, a 90-day-overdue invoice, a stock shortage, someone off today):

docker compose -f docker-compose.playground.yml up -d

Then point Claude at it and ask it to run business_pulse. Full walkthrough: docs/playground.md.

Install & connect

Add it to Claude Code (no install step — uvx fetches it):

claude mcp add odoo-pulse \
  --env ODOO_URL=https://acme.odoo.com \
  --env ODOO_DB=acme \
  --env ODOO_USERNAME=you@example.com \
  --env ODOO_API_KEY=your-api-key \
  --env ODOO_READ_ONLY=true \
  -- uvx odoo-pulse

Generate the API key in Odoo under Settings → Users → (your user) → Account Security → New API Key. Config for Claude Desktop and Cursor, plus pip and Docker alternatives: docs/install.md.

Or one-click:

Read-only by default, safe writes when you want them

The server is read-only out of the box. Writes require four independent controls to line up (ODOO_READ_ONLY=false, a model allow-list, a delete flag, and a per-call confirm=true after a dry-run preview); system models are never writable. Details: docs/tools.md#write-operations.

More tools

Beyond the analyst reports, there are ~60 model-aware query tools spanning CRM, Sales, Inventory, Accounting, HR, Project, Manufacturing, PoS, and Enterprise apps — opt in via ODOO_TOOL_GROUPS. Full catalogue and configuration: docs/tools.md.

Testing

The suite mocks the XML-RPC layer, so no real Odoo or network is needed:

pip install -e ".[dev]"
pytest

For a live check against a real Odoo (read-only), see docs/tools.md#live-smoke-test-against-a-real-odoo.

License

MIT