canvas_batch
shallowio.datadef/mcp · Verify this server
When: use whenever you would otherwise make several canvas_* write calls in a row, above all with tools that take one item per call: create every zone (group_nodes), convert many nodes (replace_node), set several tables' columns (set_columns). Eighteen zone creations or thirty-five replacements become one call and one save. Each operation is {"tool": "<canvas tool, with or without the canvas_ prefix>", "args": {<that tool's arguments, without diagram_id>}}. Operations run in order on the same diagram, so a later one can use what an earlier one created by its exact label (create a zone in operation 1, add nodes with that zone as their group in operation 2). All or nothing: if one operation fails, nothing is saved and the result names the failing operation. Write tools only; read with canvas_view. Returns compact JSON: one line per operation, the ids created, changed or removed, and the new revision. Next: canvas_layout_canvas once if the structure changed (or end the batch with a layout_canvas operation), then canvas_view.
1 trials · measured 16 days ago
canvas_batch scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.datadef/mcp, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- gated
- Category
- Communication
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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