Head to head · Diagram creation · October 2026 research run

D2 vs Mumble

D2 scores 65.3 (B) 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

D2 B

Best for Agents that need to produce or edit architecture, sequence, grid, SQL table or class diagrams as reviewable text and render them locally.

Ahead on

  • Reliability, 68 against 5
  • Schema & documentation, 65 against 10
  • Agent ergonomics, 78 against 0
  • Security & auth, 48 against 0
  • Payments & pricing, 60 against 30
  • Maintenance & community, 74 against 0
  • Transparency & trust, 69 against 13

Also in its favour

  • Open source

Watch for

No 1.0 release. The maintainer lists a stable 1.0 with a formal grammar as a goal, and 0.8.2 changed Dagre and ELK layout output

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.

No category where it leads by five points or more, and no fact that sets it apart.

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

CategoryWeight this runD2MumbleEdge
Reliability16%20685D2 +63
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26510D2 +55
Agent ergonomics13%16.2780D2 +78
Security & auth14%17.5480D2 +48
Payments & pricing10%12.56030D2 +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8740D2 +74
Transparency & trust7%8.86913D2 +56
Negative events≤1500
TotalB 65.3/100F 7.5/100

Facts side by side

FactD2Mumble
KindSDK + MCPPlatform
VendorD2 project (The Hack Foundation)tiny space
Hosted endpointno (local only)no (local only)
Transports
AuthNoneNone
PricingFreeYour plan
x402nono
LicenceMPL-2.0No 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 documentednono
llms.txtnoyes
Last release2026-09-07none
Terms last updatedno document linkedno document linked
Privacy policy last updatedno document linkedno 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
Popularity26k stars, 22k npm/wknone

Verdicts

D2

A single local command turns text into a diagram in six formats with no account, key or network call, and CI passes on the default branch. The language is at 0.9.0 with no stable release, its company sponsor has shut down, and one maintainer with limited time wrote every commit since July.

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

D2

  1. Check the exit status of d2, never the output file. The man page says a partial render can be written when an error occurs
  2. Run d2 validate file.d2 before rendering, and d2 fmt to normalise the source
  3. Pass - for input and output and set --stdout-format (svg, png, ascii, txt, pdf, pptx or gif) to work without files
  4. Use --stdout-format ascii when the reader is a text-only model
  5. Pass --bundle=false or review image URLs and imports before rendering D2 text from an untrusted source. Release 0.9.0 fetches remote images when bundling

Mumble

  1. Don't plan to call Mumble from another agent. Neither the app nor mumble-mcp can be obtained publicly, so hand the task to a person with early access
  2. Don't configure /path/to/mumble-mcp from the docs. It is a placeholder, and no binary is published
  3. If the person already has Mumble, read ~/Mumble/<capture>/ directly, capture.json for the transcript and diagram.canvas for the map
  4. 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
  5. 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, D2 or Mumble?

D2 scores 65.3 (B) on agent readiness against Mumble's 7.5 (F), and leads in every scored category.

Are D2 and Mumble open source?

D2 is open source (MPL-2.0). No open-source release is listed for Mumble.

Other comparisons with D2 or Mumble

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

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.