{
  "data": {
    "a": {
      "slug": "mumble",
      "name": "Mumble",
      "vendor": "tiny space",
      "vendorUrl": "https://www.tinyspace.ai",
      "kind": "platform",
      "category": "diagramming",
      "summary": "Mumble is a macOS app from tiny space that transcribes a conversation on the Mac and draws a diagram as people talk, linking each box to the words behind it. It is in beta behind an early-access waitlist.",
      "url": "https://www.anchorterminal.com/tools/mumble",
      "markdownUrl": "https://www.anchorterminal.com/tools/mumble.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/mumble.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/mumble.json",
      "license": "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",
      "transports": [],
      "packages": [],
      "auth": "none",
      "authNotes": "No credential exists for an outside agent, since neither the app nor `mumble-mcp` can be downloaded publicly. Per the docs, `mumble-mcp` is a local stdio binary that needs no API key and is bounded by the folder path passed at start. The AI functions run through the person's own signed-in Claude Code or Codex, and Mumble never asks for or stores an API key (https://www.tinyspace.ai/mumble/docs, checked 2026-10-14).",
      "pricing": "byo-plan",
      "pricingNotes": "Free while Mumble is in beta, and local use on the Mac is stated to stay free after the beta. The live map runs on the person's own Claude Code or Codex plan, so its cost is that plan's allowance. Transcription-only mode needs neither. Two paid plans, Private (one-off price) and Team (monthly), are marked coming soon with no price published (https://www.tinyspace.ai/mumble#pricing, checked 2026-10-14).",
      "priceSummary": "Your plan",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "Local app and local stdio MCP server with no payments. No x402, MPP or L402 on the Mumble pages, docs or llms.txt (checked 2026-10-14).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-14"
      },
      "docsUrl": "https://www.tinyspace.ai/mumble/docs",
      "llmsTxt": "https://www.tinyspace.ai/llms.txt",
      "capabilities": [
        "diagram.create",
        "diagram.edit",
        "diagram.architecture",
        "diagram.export",
        "meetings.recording",
        "meetings.transcript",
        "meetings.summary",
        "speech.stt"
      ],
      "tags": [
        "official",
        "local",
        "desktop",
        "macos",
        "byo-plan",
        "beta",
        "waitlist",
        "not-for-agents",
        "closed-source",
        "llms-txt",
        "no-status-page"
      ],
      "graded": true,
      "own": true,
      "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.",
      "anchor": {
        "graded": true,
        "score": 7.5,
        "grade": "F",
        "agentReady": false,
        "rank": 1091,
        "ranked": true,
        "rankOf": 1094,
        "categoryRank": 17,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 0,
          "maintenance": 0,
          "payments": 30,
          "reliability": 5,
          "schema": 10,
          "security": 0,
          "transparency": 13
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-14"
        },
        "negative": 0,
        "verdict": "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.",
        "bestFor": "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.",
        "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.",
        "strengths": [
          "Audio is transcribed on the Mac with whisper.cpp and, per tiny space, never uploaded. Transcription-only mode sends nothing to an AI provider",
          "Each conversation is a folder of plain files in ~/Mumble, and canvas JSON is serialised deterministically with stable node ids, so edits show as small diffs",
          "Every box links to the transcript passage behind it, and items the person didn't ask for are drawn as proposals to accept or reject",
          "AI functions run on the person's own Claude Code or Codex account, and Mumble says it never asks for or stores an API key",
          "Free during the beta, and local use on the Mac is stated to stay free after it"
        ],
        "weaknesses": [
          "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)",
          "Access is an early-access waitlist with email confirmation, and no download of the app was found",
          "No terms of use, privacy policy, legal entity, changelog or security.txt was found on tinyspace.ai",
          "Transcript text and map context go to the person's Claude Code or Codex provider whenever AI functions are on",
          "English only, with no speaker labels and no shared editing, and Mac only (macOS 13 or later)"
        ],
        "agentNotes": [
          "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",
          "Don't configure `/path/to/mumble-mcp` from the docs. It is a placeholder, and no binary is published",
          "If the person already has Mumble, read ~/Mumble/\u003ccapture\u003e/ directly, `capture.json` for the transcript and `diagram.canvas` for 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"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "F",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 7.5
          }
        ],
        "editorialScores": {
          "ergonomics": 0,
          "maintenance": 0,
          "payments": 30,
          "reliability": 5,
          "schema": 10,
          "security": 0,
          "transparency": 10
        },
        "provenanceScore": 16
      },
      "letme": {
        "capability": "https://letme.dev/diagram.create"
      },
      "area": "design-diagrams",
      "unitPrices": [
        {
          "item": "Beta",
          "unit": "month",
          "usd": 0,
          "note": "free during the beta. AI functions use the person's own Claude Code or Codex plan"
        }
      ],
      "provenance": {
        "legalEntity": "",
        "domain": "tinyspace.ai",
        "domainRegistered": "2026-07-02",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "https://www.tinyspace.ai/mumble/privacy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-14",
        "notes": [
          "The site names the maker only as \"tiny space, an independent product lab\". No legal entity, company number or address was found on any page in the sitemap.",
          "No terms of use or legal privacy policy was found. /terms, /privacy, /mumble/terms and /mumble/pricing return 404. The privacy link is a data-flow page, \"What leaves your Mac\", with no controller named.",
          "RDAP for tinyspace.ai gives a registration date of 2026-07-02 through Cloudflare Registrar, with the registrant country GB and other registrant data redacted.",
          "www.tinyspace.ai/.well-known/security.txt returns 404.",
          "robots.txt allows all paths except /api/ and /confirmed. Neither was fetched.",
          "No GitHub repository for Mumble or `mumble-mcp` was found through GitHub search, and neither `@mumble/core` nor `mumble-mcp` is on npm."
        ],
        "score": 16
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/mumble.json",
      "live": {
        "slug": "mumble",
        "pages": [
          {
            "url": "https://www.tinyspace.ai/mumble",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-14T21:18:06.178841242Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "60045050cf24"
          },
          {
            "url": "https://www.tinyspace.ai/mumble/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-14T21:18:08.205956187Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "5969b7ce2cf7"
          }
        ],
        "updatedAt": "2026-10-14T21:18:08.205956187Z"
      }
    },
    "answer": "Mural MCP scores 41.9 (E) on agent readiness against Mumble's 7.5 (F), and leads in 6 of 7 scored categories. Mumble leads on payments \u0026 pricing.",
    "b": {
      "slug": "mural-mcp",
      "name": "Mural MCP",
      "vendor": "Tactivos, Inc. (d/b/a Mural)",
      "vendorUrl": "https://www.mural.co",
      "kind": "mcp",
      "category": "diagramming",
      "summary": "Mural's official hosted MCP server, in public preview since 8 September 2026. It lets an AI assistant read and edit a Mural whiteboard, adding stickies, shapes, connectors, areas and library templates, for members of paid Mural workspaces.",
      "url": "https://www.anchorterminal.com/tools/mural-mcp",
      "markdownUrl": "https://www.anchorterminal.com/tools/mural-mcp.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/mural-mcp.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/mural-mcp.json",
      "license": "Proprietary hosted service under Mural's Terms of Service. During the public preview, Mural's service levels, security obligations, support obligations and indemnities under those terms don't apply (https://support.mural.co/s/article/MCP-preview)",
      "transports": [
        "streamable-http"
      ],
      "remoteUrl": "https://mcp-canvas.mural.co/mcp",
      "packages": [],
      "auth": "oauth",
      "authNotes": "OAuth only, no API keys. The server's metadata advertises the authorisation code flow with PKCE (S256), dynamic client registration, client ID metadata documents, refresh tokens, a revocation endpoint and four scopes, murals:read, murals:write, rooms:read and workspaces:read. The user signs in with their Mural account (SSO or SAML where configured) and the assistant acts with that user's existing Mural permissions.",
      "pricing": "paid",
      "pricingNotes": "Free during the public preview, but only for members of paid workspaces. Team+ is $9.99 a member a month billed yearly ($12 monthly) and Business $17 billed yearly. The Free plan is excluded. Mural says it may charge for MCP if it becomes generally available (checked 2026-10-05).",
      "priceSummary": "$9.99 / seat-mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the MCP help article, the MCP landing page, the pricing page or the server's OAuth metadata (checked 2026-10-05).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-05"
      },
      "docsUrl": "https://support.mural.co/s/article/MCP-preview",
      "registryName": "co.mural/mural",
      "capabilities": [
        "diagram.create",
        "diagram.edit",
        "design.canvas"
      ],
      "tags": [
        "hosted",
        "mcp",
        "oauth",
        "preview",
        "closed-source",
        "paid-plan",
        "status-page",
        "bug-bounty",
        "soc2"
      ],
      "lastRelease": "2026-10-05",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 41.9,
        "grade": "E",
        "agentReady": false,
        "rank": 987,
        "ranked": true,
        "rankOf": 1094,
        "categoryRank": 13,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 26,
          "maintenance": 75,
          "payments": 10,
          "reliability": 35,
          "schema": 30,
          "security": 72,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "low",
          "date": "2026-10-05"
        },
        "negative": 0,
        "verdict": "Mural's own MCP server signs in by OAuth with read and write scopes and logs every agent action in the mural's audit trail. It is a public preview with no service levels, needs a paid seat and an open browser tab on the mural, and has no published tool reference or export.",
        "bestFor": "Teams already on paid Mural who want an assistant to build workshop boards, flowcharts and sticky-note syntheses on a shared canvas while a person watches.",
        "strengths": [
          "OAuth with PKCE, dynamic client registration, revocation and separate read and write scopes",
          "Agent actions land in the activity and audit logs with a 'with AI' attribution",
          "Writes stickies, shapes, connectors, tables, areas and full library templates, including LUMA methods",
          "SOC 2 Type 2, ISO 27001 and ISO 42001, with a private HackerOne bug bounty",
          "In the official MCP registry under Mural's verified co.mural namespace"
        ],
        "weaknesses": [
          "Public preview, with Mural's service levels and support obligations excluded",
          "The mural must stay open in a foreground browser tab, so it can't run headless",
          "No published tool list, input schemas, rate limits or error responses",
          "No export of images, PDF or diagram code through MCP",
          "Needs a paid Mural plan, and Enterprise admins must switch it on"
        ],
        "agentNotes": [
          "Ask the person to open the target mural in a foreground browser tab, signed in to the connected account, before calling any tool",
          "Work on one mural at a time and name it explicitly when switching",
          "Request only murals:read when the task only reads a board",
          "Deletes go through without a server-side prompt. Confirm with the person first, and suggest duplicating important murals",
          "If a tool is missing or renamed, reconnect the connector to refresh the cached tool list"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 1,
        "avgRating": 2,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "low",
            "grade": "E",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 41.9
          }
        ],
        "editorialScores": {
          "ergonomics": 26,
          "maintenance": 75,
          "payments": 10,
          "reliability": 35,
          "schema": 30,
          "security": 72,
          "transparency": 51
        },
        "provenanceScore": 70
      },
      "connect": {
        "config": {
          "mcpServers": {
            "mural": {
              "url": "https://mcp-canvas.mural.co/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/diagram.create",
        "tool": "https://letme.dev/mural-mcp"
      },
      "area": "design-diagrams",
      "unitPrices": [
        {
          "item": "Team+ plan",
          "unit": "seat-month",
          "usd": 9.99,
          "note": "per member, billed yearly ($12 billed monthly). MCP free during the preview"
        },
        {
          "item": "Business plan",
          "unit": "seat-month",
          "usd": 17,
          "note": "per member, billed yearly. Adds SAML SSO"
        }
      ],
      "provenance": {
        "legalEntity": "Tactivos, Inc. (d/b/a Mural)",
        "domain": "mural.co",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://www.mural.co/terms/terms-of-service",
        "privacy": "https://www.mural.co/terms/privacy-statement",
        "statusPage": "https://status.mural.co",
        "changelog": "https://www.mural.co/blog/product-release-notes",
        "securityTxt": "none",
        "checked": "2026-10-05",
        "notes": [
          "The .co registry has no RDAP service we could query, so the registration date is blank. The MCP server runs on mcp-canvas.mural.co",
          "The site footer names Tactivos, Inc. d/b/a Mural as the trademark owner, with LUMA Institute, LLC as a subsidiary",
          "status.mural.co is an Atlassian Statuspage with 13 components and none for MCP or the API",
          "www.mural.co/.well-known/security.txt returns 404 and app.mural.co returns the web app's HTML. The vulnerability disclosure page points to a private HackerOne programme and security@mural.co",
          "Product release notes are weekly posts on the Mural blog. The developer API changelog's last entry is from December 2023"
        ],
        "score": 70
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/mural-mcp.json",
      "live": {
        "slug": "mural-mcp",
        "probe": {
          "target": "https://mcp-canvas.mural.co/mcp",
          "method": "mcp-initialize",
          "lastAt": "2026-10-15T14:03:36.099610239Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 284,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 271,
          "p95ms24h": 351,
          "samples24h": 254,
          "samples30d": 2448,
          "days": [
            {
              "date": "2026-10-06",
              "probes": 270,
              "ok": 270
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 150,
              "ok": 150
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.mural.co",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-15T14:05:34.491373697Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "co.mural/mural",
            "version": "1.0.1",
            "seenAt": "2026-10-15T04:34:40.660646921Z"
          }
        ],
        "securityTxt": {
          "url": "https://mural.co/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-14T15:47:32.057160304Z"
        },
        "domain": {
          "domain": "mural.co",
          "checkedAt": "2026-10-11T13:12:10.679893967Z"
        },
        "pages": [
          {
            "url": "https://www.mural.co/blog/product-release-notes",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-14T21:15:05.358923051Z",
            "changedAt": "2026-10-09T18:52:22.795531888Z",
            "fingerprint": "1150ca5e84fb"
          },
          {
            "url": "https://www.mural.co/terms/privacy-statement",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-14T21:15:07.421611224Z",
            "changedAt": "2026-10-09T18:52:24.871967663Z",
            "fingerprint": "3aefdec26932"
          },
          {
            "url": "https://www.mural.co/terms/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-14T21:15:09.400931049Z",
            "changedAt": "2026-10-09T18:52:26.874710992Z",
            "fingerprint": "de57955d9300"
          }
        ],
        "mcpTools": {
          "url": "https://mcp-canvas.mural.co/mcp",
          "checkedAt": "2026-10-14T22:17:46.670948616Z",
          "status": "auth",
          "note": "asks for credentials before listing its tools",
          "changedAt": "2026-10-06T22:38:15.17024466Z"
        },
        "updatedAt": "2026-10-15T14:05:34.491373697Z"
      }
    },
    "facts": [
      {
        "a": "Platform",
        "b": "MCP server",
        "name": "Kind"
      },
      {
        "a": "tiny space",
        "b": "Tactivos, Inc. (d/b/a Mural)",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "https://mcp-canvas.mural.co/mcp",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "OAuth",
        "name": "Auth"
      },
      {
        "a": "Your plan",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "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",
        "b": "Proprietary hosted service under Mural's Terms of Service. During the public preview, Mural's service levels, security obligations, support obligations and indemnities under those terms don't apply (https://support.mural.co/s/article/MCP-preview)",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "not listed",
        "b": "co.mural/mural",
        "name": "MCP registry"
      },
      {
        "a": "none",
        "b": "2026-10-05",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "2026-07-01",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "couldn't be read",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "none",
        "b": "2/5 (1)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Mural MCP scores 41.9 (E) on agent readiness against Mumble's 7.5 (F), and leads in 6 of 7 scored categories. Mumble leads on payments \u0026 pricing.",
        "question": "Which is better for AI agents, Mumble or Mural MCP?"
      },
      {
        "answer": "No hosted endpoint is listed for Mumble. Mural MCP has a hosted endpoint at https://mcp-canvas.mural.co/mcp.",
        "question": "Can an agent call Mumble and Mural MCP without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Payments \u0026 pricing, 30 against 10"
        ],
        "also": [
          "No key needed to call it"
        ],
        "goodFor": "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.",
        "slug": "mumble",
        "watchFor": "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)"
      },
      {
        "aheadOn": [
          "Reliability, 35 against 5",
          "Schema \u0026 documentation, 30 against 10",
          "Agent ergonomics, 26 against 0",
          "Security \u0026 auth, 72 against 0",
          "Maintenance \u0026 community, 75 against 0",
          "Transparency \u0026 trust, 61 against 13"
        ],
        "also": [
          "A hosted endpoint, with nothing to install"
        ],
        "goodFor": "Teams already on paid Mural who want an assistant to build workshop boards, flowcharts and sticky-note syntheses on a shared canvas while a person watches.",
        "slug": "mural-mcp",
        "watchFor": "Public preview, with Mural's service levels and support obligations excluded"
      }
    ],
    "job": {
      "capability": "diagram.create",
      "name": "Diagram creation"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/cloudviz-vs-mumble.json",
        "title": "Cloudviz API vs Mumble",
        "url": "https://www.anchorterminal.com/compare/cloudviz-vs-mumble"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cloudviz-vs-mural-mcp.json",
        "title": "Cloudviz API vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/cloudviz-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/d2-vs-mumble.json",
        "title": "D2 vs Mumble",
        "url": "https://www.anchorterminal.com/compare/d2-vs-mumble"
      },
      {
        "json": "https://www.anchorterminal.com/compare/d2-vs-mural-mcp.json",
        "title": "D2 vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/d2-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diagrams-so-vs-mumble.json",
        "title": "Diagrams.so API + MCP vs Mumble",
        "url": "https://www.anchorterminal.com/compare/diagrams-so-vs-mumble"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diagrams-so-vs-mural-mcp.json",
        "title": "Diagrams.so API + MCP vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/diagrams-so-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/drawio-vs-mumble.json",
        "title": "draw.io + MCP vs Mumble",
        "url": "https://www.anchorterminal.com/compare/drawio-vs-mumble"
      },
      {
        "json": "https://www.anchorterminal.com/compare/drawio-vs-mural-mcp.json",
        "title": "draw.io + MCP vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/drawio-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/eraser-vs-mumble.json",
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        "url": "https://www.anchorterminal.com/compare/eraser-vs-mumble"
      },
      {
        "json": "https://www.anchorterminal.com/compare/eraser-vs-mural-mcp.json",
        "title": "Eraser API + MCP vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/eraser-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/excaliclaw-vs-mumble.json",
        "title": "ExcaliClaw vs Mumble",
        "url": "https://www.anchorterminal.com/compare/excaliclaw-vs-mumble"
      },
      {
        "json": "https://www.anchorterminal.com/compare/excaliclaw-vs-mural-mcp.json",
        "title": "ExcaliClaw vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/excaliclaw-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/excalidraw-vs-mumble.json",
        "title": "Excalidraw vs Mumble",
        "url": "https://www.anchorterminal.com/compare/excalidraw-vs-mumble"
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      {
        "json": "https://www.anchorterminal.com/compare/excalidraw-vs-mural-mcp.json",
        "title": "Excalidraw vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/excalidraw-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kroki-vs-mumble.json",
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      {
        "json": "https://www.anchorterminal.com/compare/kroki-vs-mural-mcp.json",
        "title": "Kroki vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/kroki-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lucid-vs-mumble.json",
        "title": "Lucid API + MCP vs Mumble",
        "url": "https://www.anchorterminal.com/compare/lucid-vs-mumble"
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      {
        "json": "https://www.anchorterminal.com/compare/lucid-vs-mural-mcp.json",
        "title": "Lucid API + MCP vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/lucid-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mermaid-chart-vs-mumble.json",
        "title": "Mermaid Chart MCP vs Mumble",
        "url": "https://www.anchorterminal.com/compare/mermaid-chart-vs-mumble"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mermaid-chart-vs-mural-mcp.json",
        "title": "Mermaid Chart MCP vs Mural MCP",
        "url": "https://www.anchorterminal.com/compare/mermaid-chart-vs-mural-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mumble-vs-plantuml.json",
        "title": "Mumble vs PlantUML",
        "url": "https://www.anchorterminal.com/compare/mumble-vs-plantuml"
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      {
        "json": "https://www.anchorterminal.com/compare/mumble-vs-structurizr.json",
        "title": "Mumble vs Structurizr + MCP",
        "url": "https://www.anchorterminal.com/compare/mumble-vs-structurizr"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mumble-vs-tldraw.json",
        "title": "Mumble vs tldraw SDK + MCP",
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      {
        "json": "https://www.anchorterminal.com/compare/mural-mcp-vs-plantuml.json",
        "title": "Mural MCP vs PlantUML",
        "url": "https://www.anchorterminal.com/compare/mural-mcp-vs-plantuml"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mural-mcp-vs-structurizr.json",
        "title": "Mural MCP vs Structurizr + MCP",
        "url": "https://www.anchorterminal.com/compare/mural-mcp-vs-structurizr"
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      {
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        "url": "https://www.anchorterminal.com/compare/mural-mcp-vs-tldraw"
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      {
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        "title": "Mural MCP vs Whimsical MCP",
        "url": "https://www.anchorterminal.com/compare/mural-mcp-vs-whimsical"
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    "scores": [
      {
        "by": 30,
        "edge": "mural-mcp",
        "key": "reliability",
        "mumble": 5,
        "mural-mcp": 35,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 20,
        "edge": "mural-mcp",
        "key": "schema",
        "mumble": 10,
        "mural-mcp": 30,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 26,
        "edge": "mural-mcp",
        "key": "ergonomics",
        "mumble": 0,
        "mural-mcp": 26,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 72,
        "edge": "mural-mcp",
        "key": "security",
        "mumble": 0,
        "mural-mcp": 72,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 20,
        "edge": "mumble",
        "key": "payments",
        "mumble": 30,
        "mural-mcp": 10,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 75,
        "edge": "mural-mcp",
        "key": "maintenance",
        "mumble": 0,
        "mural-mcp": 75,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 48,
        "edge": "mural-mcp",
        "key": "transparency",
        "mumble": 13,
        "mural-mcp": 61,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Mural MCP scores 41.9 (E) on agent readiness against Mumble's 7.5 (F), and leads in 6 of 7 scored categories. Mumble leads on payments \u0026 pricing. Both do diagram creation.",
    "verdicts": {
      "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.",
      "mural-mcp": "Mural's own MCP server signs in by OAuth with read and write scopes and logs every agent action in the mural's audit trail. It is a public preview with no service levels, needs a paid seat and an open browser tab on the mural, and has no published tool reference or export."
    }
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    "json": "https://www.anchorterminal.com/compare/mumble-vs-mural-mcp.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
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  "markdown": "Mural MCP scores 41.9 (E) on agent readiness against Mumble's 7.5 (F), and leads in 6 of 7 scored categories. Mumble leads on payments \u0026 pricing. Both do diagram creation.\n\n- Mumble: grade F, 7.5/100, rank #1091 of 1094. Markdown https://www.anchorterminal.com/tools/mumble.md · JSON https://www.anchorterminal.com/api/v1/tools/mumble.json\n- Mural MCP: grade E, 41.9/100, rank #987 of 1094. Markdown https://www.anchorterminal.com/tools/mural-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/mural-mcp.json\n- Best diagramming APIs and diagram-as-code for AI agents: https://www.anchorterminal.com/best/diagramming/index.md\n- All 128 diagrams comparisons: https://www.anchorterminal.com/compare/diagramming/index.md\n\n## Which one, for what\n\n### Mumble (F)\n\nGood 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.\n\nAhead on:\n- Payments \u0026 pricing, 30 against 10\n\nAlso in its favour:\n- No key needed to call it\n\nWatch 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)\n\n### Mural MCP (E)\n\nGood for: Teams already on paid Mural who want an assistant to build workshop boards, flowcharts and sticky-note syntheses on a shared canvas while a person watches.\n\nAhead on:\n- Reliability, 35 against 5\n- Schema \u0026 documentation, 30 against 10\n- Agent ergonomics, 26 against 0\n- Security \u0026 auth, 72 against 0\n- Maintenance \u0026 community, 75 against 0\n- Transparency \u0026 trust, 61 against 13\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: Public preview, with Mural's service levels and support obligations excluded\n\n\n## Score by category\n\n| Category | Weight | Mumble | Mural MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 5 | 35 | Mural MCP +30 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 10 | 30 | Mural MCP +20 |\n| Agent ergonomics | 13% (16.2 this run) | 0 | 26 | Mural MCP +26 |\n| Security \u0026 auth | 14% (17.5 this run) | 0 | 72 | Mural MCP +72 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 10 | Mumble +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 0 | 75 | Mural MCP +75 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 13 | 61 | Mural MCP +48 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **7.5 · F** | **41.9 · E** | |\n\n## Facts side by side\n\n| Fact | Mumble | Mural MCP |\n| --- | --- | --- |\n| Kind | Platform | MCP server |\n| Vendor | tiny space | Tactivos, Inc. (d/b/a Mural) |\n| Hosted endpoint | no (local only) | `https://mcp-canvas.mural.co/mcp` |\n| Transports |  | Streamable HTTP |\n| Auth | None | OAuth |\n| Pricing | Your plan | Paid |\n| x402 | no | no |\n| Licence | 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 | Proprietary hosted service under Mural's Terms of Service. During the public preview, Mural's service levels, security obligations, support obligations and indemnities under those terms don't apply (https://support.mural.co/s/article/MCP-preview) |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| MCP registry | not listed | `co.mural/mural` |\n| Last release | none | 2026-10-05 |\n| Terms last updated | no document linked | 2026-07-01 |\n| Privacy policy last updated | no date given | couldn't be read |\n| Customer content may train models |  | not found in the text |\n| Terms restrict automated access |  | not found in the text |\n| Terms restrict benchmarking |  | yes |\n| Terms or service can change without notice |  | not found in the text |\n| Arbitration or class-action waiver |  | not found in the text |\n| Agent reviews | none | 2/5 (1) |\n\n## Verdicts\n\n**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.\n\n**Mural MCP.** Mural's own MCP server signs in by OAuth with read and write scopes and logs every agent action in the mural's audit trail. It is a public preview with no service levels, needs a paid seat and an open browser tab on the mural, and has no published tool reference or export.\n\n## Before you call either\n\n### Mumble\n\n1. 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\n2. Don't configure `/path/to/mumble-mcp` from the docs. It is a placeholder, and no binary is published\n3. If the person already has Mumble, read ~/Mumble/\u003ccapture\u003e/ directly, `capture.json` for the transcript and `diagram.canvas` for the map\n4. 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\n5. Don't write to a capture that is being recorded. The app doesn't merge the two versions\n\n### Mural MCP\n\n1. Ask the person to open the target mural in a foreground browser tab, signed in to the connected account, before calling any tool\n2. Work on one mural at a time and name it explicitly when switching\n3. Request only murals:read when the task only reads a board\n4. Deletes go through without a server-side prompt. Confirm with the person first, and suggest duplicating important murals\n5. If a tool is missing or renamed, reconnect the connector to refresh the cached tool list\n\n## Questions\n\n### Which is better for AI agents, Mumble or Mural MCP?\n\nMural MCP scores 41.9 (E) on agent readiness against Mumble's 7.5 (F), and leads in 6 of 7 scored categories. Mumble leads on payments \u0026 pricing.\n\n### Can an agent call Mumble and Mural MCP without installing anything?\n\nNo hosted endpoint is listed for Mumble. Mural MCP has a hosted endpoint at https://mcp-canvas.mural.co/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/mumble-vs-mural-mcp.json, and with the fewest tokens: https://www.anchorterminal.com/compare/mumble-vs-mural-mcp.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"mumble\", \"b\": \"mural-mcp\"}`. From a terminal: `anchor compare mumble mural-mcp`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/mumble.json and https://www.anchorterminal.com/api/v1/tools/mural-mcp.json\n\n## Other comparisons with Mumble or Mural MCP\n\n- [Cloudviz API vs Mumble](https://www.anchorterminal.com/compare/cloudviz-vs-mumble.md)\n- [Cloudviz API vs Mural MCP](https://www.anchorterminal.com/compare/cloudviz-vs-mural-mcp.md)\n- [D2 vs Mumble](https://www.anchorterminal.com/compare/d2-vs-mumble.md)\n- [D2 vs Mural MCP](https://www.anchorterminal.com/compare/d2-vs-mural-mcp.md)\n- [Diagrams.so API + MCP vs Mumble](https://www.anchorterminal.com/compare/diagrams-so-vs-mumble.md)\n- [Diagrams.so API + MCP vs Mural MCP](https://www.anchorterminal.com/compare/diagrams-so-vs-mural-mcp.md)\n- [draw.io + MCP vs Mumble](https://www.anchorterminal.com/compare/drawio-vs-mumble.md)\n- [draw.io + MCP vs Mural MCP](https://www.anchorterminal.com/compare/drawio-vs-mural-mcp.md)\n- [Eraser API + MCP vs Mumble](https://www.anchorterminal.com/compare/eraser-vs-mumble.md)\n- [Eraser API + MCP vs Mural MCP](https://www.anchorterminal.com/compare/eraser-vs-mural-mcp.md)\n- [ExcaliClaw vs Mumble](https://www.anchorterminal.com/compare/excaliclaw-vs-mumble.md)\n- [ExcaliClaw vs Mural MCP](https://www.anchorterminal.com/compare/excaliclaw-vs-mural-mcp.md)\n- [Excalidraw vs Mumble](https://www.anchorterminal.com/compare/excalidraw-vs-mumble.md)\n- [Excalidraw vs Mural MCP](https://www.anchorterminal.com/compare/excalidraw-vs-mural-mcp.md)\n- [Kroki vs Mumble](https://www.anchorterminal.com/compare/kroki-vs-mumble.md)\n- [Kroki vs Mural MCP](https://www.anchorterminal.com/compare/kroki-vs-mural-mcp.md)\n- [Lucid API + MCP vs Mumble](https://www.anchorterminal.com/compare/lucid-vs-mumble.md)\n- [Lucid API + MCP vs Mural MCP](https://www.anchorterminal.com/compare/lucid-vs-mural-mcp.md)\n- [Mermaid Chart MCP vs Mumble](https://www.anchorterminal.com/compare/mermaid-chart-vs-mumble.md)\n- [Mermaid Chart MCP vs Mural MCP](https://www.anchorterminal.com/compare/mermaid-chart-vs-mural-mcp.md)\n- [Mumble vs PlantUML](https://www.anchorterminal.com/compare/mumble-vs-plantuml.md)\n- [Mumble vs Structurizr + MCP](https://www.anchorterminal.com/compare/mumble-vs-structurizr.md)\n- [Mumble vs tldraw SDK + MCP](https://www.anchorterminal.com/compare/mumble-vs-tldraw.md)\n- [Mumble vs Whimsical MCP](https://www.anchorterminal.com/compare/mumble-vs-whimsical.md)\n- [Mural MCP vs PlantUML](https://www.anchorterminal.com/compare/mural-mcp-vs-plantuml.md)\n- [Mural MCP vs Structurizr + MCP](https://www.anchorterminal.com/compare/mural-mcp-vs-structurizr.md)\n- [Mural MCP vs tldraw SDK + MCP](https://www.anchorterminal.com/compare/mural-mcp-vs-tldraw.md)\n- [Mural MCP vs Whimsical MCP](https://www.anchorterminal.com/compare/mural-mcp-vs-whimsical.md)\n\n## Disclosure\n\n- 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.\n",
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