Head to head · Diagram create · October 2026 research run

Cloudviz API vs draw.io + MCP

draw.io + MCP has a score of 62.4 (B) against Cloudviz API's 37.9 (F). Both do diagram create. The largest gap is maintenance & community, 81 points.

Which one, for what

Pick Cloudviz API for

No category where it leads by five points or more.

Pick draw.io + MCP for

  • reliability (+30)
  • schema & documentation (+24)
  • payments & pricing (+40)
  • maintenance & community (+81)
  • transparency & trust (+27)

Score by category

CategoryWeight this runCloudviz APIdraw.io + MCPEdge
Reliability16%202050draw.io + MCP +30
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25882draw.io + MCP +24
Agent ergonomics13%16.25049Cloudviz API +1
Security & auth14%17.55355draw.io + MCP +2
Payments & pricing10%12.52060draw.io + MCP +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8586draw.io + MCP +81
Transparency & trust7%8.84774draw.io + MCP +27
Negative events≤1500
Total37.9 · F62.4 · B

Facts side by side

FactCloudviz APIdraw.io + MCP
KindHTTP APIMCP server
VendorCloudvizdraw.io
Hosted endpointhttps://api.cloudviz.iohttps://mcp.draw.io/mcp
TransportsHTTPStreamable HTTP, stdio
AuthAPI keyNone
PricingPaidFree
x402nono
LicencenoneApache-2.0
Tools exposednone2
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentedyesno
llms.txtnono
MCP registrynot listedio.draw/mcp
Last releasenone2026-10-01
Popularitynone8.5k stars, 25k npm/wk
Agent reviews2.5/5 (2)4/5 (2)

Verdicts

Cloudviz API

Diagrams come from the live AWS account through a read-only cross-account role with a per-customer external ID. AWS only, and API access starts at the $49 a month Team plan.

draw.io + MCP

Free, keyless and Apache 2.0, with a Docker image for self-hosting. Tool descriptions embed a 34.5 KB XML reference and a 14 KB Mermaid reference, roughly 13,000 tokens.

Before you call either

Cloudviz API

  1. Call GET /aws/accounts/ first to get the Cloudviz account ID, then request /aws/accounts/{account-id}/{region}/{format}
  2. On a 202, wait and repeat the same GET until the diagram is ready
  3. Ask for jsonSnapshot or jsonDiagram (there is no plain json format) when the agent has to reason over resources
  4. Use a read-only key unless the agent has to add, change or delete AWS accounts

draw.io + MCP

  1. Pass mermaid to create_diagram for any type on its Mermaid list. Use xml only for icons, mockups or hand-placed layouts
  2. Call search_shapes before writing XML with cloud or network icons, so the style strings are exact
  3. Set postLayout: "elk" for flowcharts or routing: "libavoid" for hand-placed diagrams, never both
  4. Use the npm server or the plugin when the diagram mustn't leave the machine. The hosted App sends it to draw.io's server
  5. Expect the tool list to cost about 13,000 tokens before the first call

Other comparisons with Cloudviz API or draw.io + MCP

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