Head to head · Diagram creation · October 2026 research run
Kroki vs Mumble
Kroki scores 59.2 (C) on agent readiness against Mumble's 7.5 (F), and leads in every scored category. Both do diagram creation.
Best diagramming APIs and diagram-as-code for AI agents · All 128 diagrams comparisons
Which one, for what
Kroki C
Best for Agents that write diagrams in several text formats and want one render endpoint, on a private network or through the public instance for non-sensitive diagrams.
Ahead on
- Reliability, 74 against 5
- Schema & documentation, 48 against 10
- Agent ergonomics, 70 against 0
- Security & auth, 56 against 0
- Payments & pricing, 60 against 30
- Maintenance & community, 86 against 0
- Transparency & trust, 62 against 13
Also in its favour
- Open source
Watch for
GHSA-wmpp-fj9c-w766 (CVSS 9.8) allowed unauthenticated remote code execution on /tikz/svg in versions 0.21.0 up to 0.32.0, whatever the safe mode. Fixed 3 August 2026
Mumble F
Best for A person on a Mac with early access who wants a live, transcript-linked diagram of a call or workshop, kept as plain files in git, and who already pays for Claude Code or Codex.
Also in its favour
- No incidents deducted, where Kroki loses 5 points for them
Watch for
No API or MCP server an outside agent can call. The documented mumble-mcp binary has no public download, package or repository (checked 14 October 2026)
Score by category
| Category | Weight this run | Kroki | Mumble | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 74 | 5 | Kroki +69 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 48 | 10 | Kroki +38 |
| Agent ergonomics | 13%16.2 | 70 | 0 | Kroki +70 |
| Security & auth | 14%17.5 | 56 | 0 | Kroki +56 |
| Payments & pricing | 10%12.5 | 60 | 30 | Kroki +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 86 | 0 | Kroki +86 |
| Transparency & trust | 7%8.8 | 62 | 13 | Kroki +49 |
| Negative events | ≤15 | -5 | 0 | |
| Total | C 59.2/100 | F 7.5/100 |
Facts side by side
| Fact | Kroki | Mumble |
|---|---|---|
| Kind | HTTP API | Platform |
| Vendor | Yuzu tech | tiny space |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | |
| Auth | None | None |
| Pricing | Free | Your plan |
| x402 | no | no |
| Licence | MIT | No licence, terms of use or source repository was found on tinyspace.ai or GitHub (checked 2026-10-14). The app and the mumble-mcp binary are not published as open source |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-05 | none |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | no date given |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Popularity | 4.4k stars | none |
Verdicts
Kroki
One unauthenticated POST with diagram text returns an image for 29 diagram types, and five versions shipped between 15 July and 5 October 2026. Four advisories were published in July and August 2026, one an unauthenticated remote code execution on /tikz/svg, all fixed. No OpenAPI file exists, and the public instance has no terms, privacy policy or status page.
Mumble
Mumble keeps audio on the Mac and stores each conversation as plain files in ~/Mumble, with canvas JSON that diffs cleanly. There is no API or MCP server an outside agent can call today. The documented mumble-mcp has no public download, package or repository, and the app is reached only through an early-access waitlist.
Before you call either
Kroki
- Send
POST /<type>/<format>withContent-Type: text/plainand the diagram as the body. This avoids the deflate and base64 encoding that GET needs - Send
Accept: application/jsonon a JSON request to get errors as{"error": {"code", "message"}}. With an SVG Accept header the error arrives as an image - Call
GET /healthfirst to list the diagram types and library versions the instance has. Mermaid, BPMN, Excalidraw and diagrams.net need companion containers - Run 0.32.1 or later before rendering untrusted text. Earlier versions allow remote code execution through
/tikz/svgand file reads inSECUREmode - Self-host for private diagrams with
docker run -p8000:8000 yuzutech/kroki, and setKROKI_LISTEN=127.0.0.1:8000or a network rule, since the server has no authentication
Mumble
- Don't plan to call Mumble from another agent. Neither the app nor
mumble-mcpcan be obtained publicly, so hand the task to a person with early access - Don't configure
/path/to/mumble-mcpfrom the docs. It is a placeholder, and no binary is published - If the person already has Mumble, read ~/Mumble/<capture>/ directly,
capture.jsonfor the transcript anddiagram.canvasfor the map - Keep canvas keys in schema order and never rename a node id, or the edges that name it are orphaned and the canvas is refused. Use git as the undo
- Don't write to a capture that is being recorded. The app doesn't merge the two versions
Questions
Which is better for AI agents, Kroki or Mumble?
Kroki scores 59.2 (C) on agent readiness against Mumble's 7.5 (F), and leads in every scored category.
Can an agent call Kroki and Mumble without installing anything?
No hosted endpoint is listed for Kroki. No hosted endpoint is listed for Mumble.
Are Kroki and Mumble open source?
Kroki is open source (MIT). No open-source release is listed for Mumble.
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- Mumble vs PlantUML
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- Kroki vs Mermaid Chart MCP
- Kroki vs PlantUML
- Kroki vs Structurizr + MCP
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Disclosure
Mumble is made by tiny space, the company of Quynh Tran-Thanh, a founder of Anchor Terminal. It's graded the same way as every listing, by the same published checklist with the same readings, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed. letme never picks it.
Machine-readable
- This page as Markdown
/compare/kroki-vs-mumble.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/kroki.json·/api/v1/tools/mumble.json - From a terminal
anchor compare kroki mumble(the CLI) - Over MCP
compare_tools {"a": "kroki", "b": "mumble"}at/mcp, no key