Codex + Sanka: programmatic access to your business operations
Sanka's MCP plugin gives Codex full access to business data so developers can build automated workflows, batch operations, and integrations.
Codex + Sanka: programmatic access to your business operations
Sanka's MCP plugin gives Codex read and write access to your live business data. Build automated workflows, generate reports, run batch operations, and integrate business processes into your development stack.
Query companies, deals, invoices, inventory, and every other business object in your workspace through structured tool calls.
Create and update records programmatically. Codex handles validation, association, and idempotent upserts via external IDs.
Chain tool calls into multi-step workflows: query data, transform it, create downstream records, and verify results.
What Codex can access
- Full CRUD on companies, contacts, deals, orders, invoices, payments, estimates, and purchase orders
- Inventory management — query stock levels, create transactions, manage locations
- Subscription and billing — create and update subscriptions, generate invoices, track payments
- Task and project management — create tasks, update status, manage assignments
- Custom properties — read and write custom fields on any object type
| Capability | MCP tool | Example |
|---|---|---|
| List open deals | list_deals |
Query pipeline by stage, value, or owner |
| Create invoice | create_invoice |
Generate invoice with line items from deal data |
| Update inventory | create_inventory_transaction |
Log stock movements with quantity and location |
| Batch import | upload_import_file + import_records |
Import items from CSV with field mapping |
| Score a deal | score_record |
Get qualification score with explanation |
Typical developer workflows
- Automated reporting: query deal pipeline, calculate metrics, and generate formatted reports on a schedule.
- Data migration: read from external sources, transform, and batch-create records in Sanka with idempotent external IDs.
- CI/CD integration: run post-deploy checks that verify business data integrity or create release-related tasks.
- Custom dashboards: pull live data from Sanka into your own applications and dashboards.
Codex: Build a weekly pipeline summary
[1/4] Querying open deals via list_deals...
→ 23 deals found, total pipeline $1.2M
[2/4] Grouping by stage...
→ Qualification: 8 deals ($340K)
→ Proposal: 9 deals ($520K)
→ Negotiation: 6 deals ($340K)
[3/4] Identifying at-risk deals (no activity > 14 days)...
→ 3 deals flagged
[4/4] Creating summary task for sales team...
→ Task "Weekly Pipeline Review — Apr 14" created
Build on top of real business data, not mock APIs
Codex operates against your live Sanka workspace. Every tool call hits the same data your team uses daily — no sandbox divergence.
Connect to https://mcp.sanka.com/mcp — no local dependencies, always up to date with the latest API surface.
Use sanka-sdk via npm or PyPI for direct API access outside of MCP contexts. Same data, same auth.
External IDs on every create call ensure reruns don't duplicate records. Safe for automation and CI pipelines.
Get started
- Add the MCP server: configure
https://mcp.sanka.com/mcpin your Codex environment or agent setup. - Authenticate: connect your Sanka account. Codex inherits your workspace role and permissions.
- Explore the tools: try
list_companiesorlist_dealsto see your live data. - Build your first workflow: chain reads and writes into a multi-step automation — query deals, create invoices, update status.
Full API surface for every business object
Codex + Sanka covers every operational domain in your workspace:
- CRM: companies, contacts, deals, pipelines, scoring
- Commerce: orders, subscriptions, estimates, purchase orders
- Finance: invoices, payments, expenses, bills, disbursements
- Inventory: items, locations, stock levels, transactions
- Operations: tasks, tickets, projects, contracts, custom objects
One MCP connection. Full business data access. Build anything.