{
  "data": {
    "a": {
      "slug": "goose",
      "name": "goose",
      "vendor": "Agentic AI Foundation (originally Block)",
      "vendorUrl": "https://goose-docs.ai",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Open-source general-purpose agent written in Rust, with a desktop app, a CLI and an embeddable server.",
      "url": "https://www.anchorterminal.com/tools/goose",
      "markdownUrl": "https://www.anchorterminal.com/tools/goose.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/goose.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/goose.json",
      "repo": "https://github.com/aaif-goose/goose",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@aaif/goose-acp"
        },
        {
          "registry": "oci",
          "name": "ghcr.io/aaif-goose/goose"
        }
      ],
      "auth": "none",
      "authNotes": "No account of its own. Model keys go in the system keyring through `goose configure`, in provider environment variables, or come from an existing Claude, ChatGPT or Gemini subscription through ACP providers.",
      "pricing": "free",
      "pricingNotes": "Free and Apache-2.0, with nothing to buy. You pay your model provider, or nothing with a local model.",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs or the source (checked 2026-10-01).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 54800,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-01"
      },
      "docsUrl": "https://goose-docs.ai/docs/quickstart",
      "llmsTxt": "https://goose-docs.ai/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "open-source",
        "local",
        "free",
        "no-card",
        "foundation",
        "llms-txt",
        "docker"
      ],
      "lastRelease": "2026-09-23",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 73.9,
        "grade": "BB",
        "agentReady": true,
        "rank": 81,
        "ranked": true,
        "rankOf": 993,
        "categoryRank": 2,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 82,
          "maintenance": 86,
          "payments": 60,
          "reliability": 77,
          "schema": 81,
          "security": 77,
          "transparency": 63
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -2,
        "negativeNotes": [
          "2026-07-24. GHSA-r5pp-p5r8-466r (CVE-2026-72718, 7.0 at NVD), a repository's git `core.fsmonitor` setting ran arbitrary commands during `goose review` without approval or a sandbox. Fixed in 1.44.0 and published, inside six months, -2. https://github.com/aaif-goose/goose/security/advisories/GHSA-r5pp-p5r8-466r"
        ],
        "verdict": "Telemetry off until the user opts in, with the collected fields listed. Autonomous mode, which approves every tool call, is the default.",
        "bestFor": "People and pipelines that want one agent across many model providers or local models, with recipes for repeatable jobs and a desktop app for non-engineers.",
        "strengths": [
          "Telemetry off until the user opts in, with the collected fields listed",
          "Four permission modes, per-tool always, ask or never rules, and an extension allowlist an administrator can host",
          "Headless `goose run` with `--output-format json` or `stream-json`, `--max-turns` and recipes with typed parameters, retries and success checks",
          "15+ providers, built-in local inference, and existing Claude, ChatGPT or Gemini subscriptions through ACP",
          "Weekly releases with dated notes, 12 in the 90 days to 1 October 2026"
        ],
        "weaknesses": [
          "Autonomous mode, which approves every tool call, is the default",
          "No sandbox, and prompt-injection detection and adversary mode are off by default",
          "No privacy policy for goose, and the usage-data page doesn't say where data goes or how long it's kept",
          "No breaking-change section in any of the last ten release notes",
          "About 270 open issues, many recent ones unanswered"
        ],
        "agentNotes": [
          "Set `GOOSE_MODE=smart_approve` or `approve` before a run. The default approves everything",
          "Pass `--max-turns` with a real limit. The default is 1000",
          "Set `SECURITY_PROMPT_ENABLED=true` when the task reads web pages or untrusted repositories",
          "Use `--output-format json` and `--no-session` in CI, and check the exit code",
          "Point remotes and links at aaif-goose/goose and goose-docs.ai. The block/goose paths redirect"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 2.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 73.9
          }
        ],
        "editorialScores": {
          "ergonomics": 82,
          "maintenance": 86,
          "payments": 60,
          "reliability": 77,
          "schema": 81,
          "security": 77,
          "transparency": 73
        },
        "provenanceScore": 53
      },
      "connect": {
        "install": "curl -fsSL https://github.com/aaif-goose/goose/releases/download/stable/download_cli.sh | bash   # or: brew install block-goose-cli",
        "headless": {
          "command": "goose run --no-session --max-turns 30 --output-format json -t \"$TASK\"",
          "env": {
            "GOOSE_MODE": "smart_approve",
            "GOOSE_MODEL": "\u003cmodel\u003e",
            "GOOSE_PROVIDER": "\u003cprovider\u003e",
            "SECURITY_PROMPT_ENABLED": "true"
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/goose"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Agentic AI Foundation (Linux Foundation)",
        "domain": "goose-docs.ai",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/aaif-goose/goose/releases",
        "securityTxt": "none",
        "checked": "2026-10-01",
        "notes": [
          "The docs footer reads Copyright AAIF (Agentic AI Foundation). Block donated goose, and the escalation contact in SECURITY.md is still a block.xyz address.",
          "We found no terms or privacy page on goose-docs.ai and no security.txt among the docs site's static files.",
          "The repository moved from block/goose to aaif-goose/goose, announced on the goose blog on 7 April 2026."
        ],
        "score": 53
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/goose.json",
      "live": {
        "slug": "goose",
        "versions": [
          {
            "registry": "github",
            "name": "aaif-goose/goose",
            "version": "v1.54.0",
            "released": "2026-10-08",
            "seenAt": "2026-10-12T22:04:44.889242083Z"
          },
          {
            "registry": "npm",
            "name": "@aaif/goose-acp",
            "version": "1.54.0",
            "seenAt": "2026-10-12T22:04:44.022321276Z"
          }
        ],
        "githubStars": 55207,
        "npmWeekly": 234,
        "securityTxt": {
          "url": "https://goose-docs.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-12T15:44:32.248763574Z"
        },
        "llmsTxt": {
          "url": "https://goose-docs.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-12T14:09:13.653559922Z"
        },
        "domain": {
          "domain": "goose-docs.ai",
          "registered": "2026-03-30",
          "source": "https://rdap.identitydigital.services/rdap/domain/goose-docs.ai",
          "checkedAt": "2026-10-11T13:26:52.322154734Z"
        },
        "updatedAt": "2026-10-12T22:04:44.889242083Z"
      }
    },
    "answer": "goose scores 73.9 (BB) on agent readiness against Muse Code's 61.3 (C), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "muse-code",
      "name": "Muse Code",
      "vendor": "Meta",
      "vendorUrl": "https://dev.meta.ai/products/muse-code",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Muse Code is Meta's coding agent for the terminal and CI, built for its Muse models. It plans, edits files and runs commands under approvals and an OS sandbox, interactively, headless through `muse exec` or from an SDK.",
      "url": "https://www.anchorterminal.com/tools/muse-code",
      "markdownUrl": "https://www.anchorterminal.com/tools/muse-code.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/muse-code.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/muse-code.json",
      "repo": "https://github.com/meta-models/muse-code-sdk",
      "license": "Proprietary binary, used under the Meta Model API Terms of Service, which cover Meta's coding harness. Subscriptions are also under the Meta Subscription Terms of Service. The TypeScript and Python SDKs in the linked repository are MIT.",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@muse-code/sdk"
        },
        {
          "registry": "pypi",
          "name": "muse-code-sdk"
        }
      ],
      "auth": "mixed",
      "authNotes": "A browser sign-in to a Meta Model API account on first run, or a Meta Model API key in `META_API_KEY` or stored with `muse auth set`. A key takes priority over a browser session. CI runs and Meta Managed Accounts must use a key.",
      "pricing": "paid",
      "pricingNotes": "Pay-as-you-go at Meta Model API token prices, or a monthly plan at $5 (Everyday Usage), $15 (High Usage), $50 (Power Usage) or $200 (Maximum Usage), checked 2026-10-12. Muse Wonder Full needs Power Usage or Maximum Usage. No free plan or trial was found.",
      "priceSummary": "$5 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the Muse Code docs, the subscription pages or dev.meta.ai/llms.txt, checked 12 October 2026. Plans are paid through Meta Accounts Centre and pay-as-you-go through Model API billing.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 63119,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://dev.meta.ai/docs/muse-code",
      "llmsTxt": "https://dev.meta.ai/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "closed-source",
        "mcp",
        "llms-txt",
        "sandbox",
        "approvals",
        "card-required"
      ],
      "lastRelease": "2026-10-11",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 61.3,
        "grade": "C",
        "agentReady": false,
        "rank": 487,
        "ranked": true,
        "rankOf": 993,
        "categoryRank": 10,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 79,
          "maintenance": 75,
          "payments": 20,
          "reliability": 45,
          "schema": 84,
          "security": 67,
          "transparency": 57
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": 0,
        "verdict": "Muse Code runs with approvals and an OS sandbox on by default, per-host network approval, an append-only event log and a headless mode with documented exit codes. It is the only route to Muse Wonder Full. It is closed source with undated release notes and no free route, and subscriptions allow training on code unless Contributor mode is turned off.",
        "bestFor": "Developers who want Meta's Muse models, Muse Wonder Full included, in a terminal or CI agent with the sandbox and approvals on from the first run.",
        "strengths": [
          "Sandbox on by default (Seatbelt on macOS, bubblewrap on Linux), with `.git`, `.muse` and `.agents` read-only and shell commands refused if containment can't be confirmed",
          "Network access is proxy-only by default, and the first connection to each new host, port or protocol stops for review",
          "`muse exec --json` streams JSONL events, with exit codes 0, 1, 2, 130 and 143 documented and `--max-model-steps` to cap a run",
          "A versioned session protocol (`muse serve`, `muse schema`) with MIT-licensed TypeScript and Python SDKs released in step with the CLI",
          "MCP over stdio and streamable HTTP with OAuth 2.1 sign-in, and named toolsets that select MCP tools by name or prefix"
        ],
        "weaknesses": [
          "Closed source, with no public CI or issue tracker for the CLI found and release notes that carry no dates",
          "Subscriptions default to Contributor mode, which lets Meta train on prompts, code and responses until it's turned off",
          "No free route. Plans run from $5 to $200 a month, and pay-as-you-go billing needs a card",
          "New sessions start in Auto-review, where an automated judge clears eligible approvals rather than a person",
          "MCP tools run outside the sandbox, and settings list telemetry options without documenting what is sent or the defaults"
        ],
        "agentNotes": [
          "Set `META_API_KEY` for headless runs. Browser sign-in isn't available in CI or for Meta Managed Accounts",
          "Gate on your own test command, not the exit code. `muse exec` returns 0 when the turn completes even if tests still fail",
          "Pass `--max-model-steps` on unattended runs so a stuck task can't loop",
          "Prefer `--disable-approval` to `--yolo` in CI so the sandbox stays on. On Linux the runner needs a working bubblewrap and a non-musl build",
          "Turn Contributor mode off in `/settings` before a subscription session touches private code"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 61.3
          }
        ],
        "editorialScores": {
          "ergonomics": 79,
          "maintenance": 75,
          "payments": 20,
          "reliability": 45,
          "schema": 84,
          "security": 67,
          "transparency": 46
        },
        "provenanceScore": 68
      },
      "connect": {
        "install": "curl -fsSL https://dev.meta.ai/install.sh | sh   # Windows: irm https://dev.meta.ai/install.ps1 | iex",
        "headless": {
          "env": {
            "META_API_KEY": "\u003cyour-key\u003e"
          },
          "run": "muse exec --json \"Refactor the auth module and run the tests.\""
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/muse-code"
      },
      "sameCompany": [
        "meta-model-api"
      ],
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Everyday Usage plan",
          "unit": "month",
          "usd": 5,
          "note": "10 to 50 prompts every 5 hours."
        },
        {
          "item": "High Usage plan",
          "unit": "month",
          "usd": 15,
          "note": "5x the Everyday Usage plan."
        },
        {
          "item": "Power Usage plan",
          "unit": "month",
          "usd": 50,
          "note": "20x the Everyday Usage plan, with Muse Wonder Full."
        },
        {
          "item": "Maximum Usage plan",
          "unit": "month",
          "usd": 200,
          "note": "80x the Everyday Usage plan, with Muse Wonder Full."
        }
      ],
      "provenance": {
        "legalEntity": "Meta Platforms, Inc.",
        "domain": "meta.ai",
        "domainRegistered": "2017-12-16",
        "endpointOnVendorDomain": null,
        "terms": "https://dev.meta.ai/legal/terms-of-service",
        "privacy": "https://www.facebook.com/privacy/policy/",
        "statusPage": "",
        "changelog": "https://dev.meta.ai/docs/muse-code/changelog",
        "securityTxt": "none",
        "checked": "2026-10-12",
        "notes": [
          "The Meta Model API Terms of Service (last updated 9 October 2026) cover an artificial intelligence coding harness and name Meta Platforms, Inc., or Meta Platforms Ireland Limited in the European Region. The subscription page adds the Meta Subscription Terms of Service.",
          "The privacy field is the Meta Privacy Policy, which the terms link. www.facebook.com's robots.txt asks readers like ours not to fetch it, as the 8 October policy reading records, so it wasn't read.",
          "RDAP for meta.ai gives a registration date of 16 December 2017. The model calls go to api.meta.ai, and the binaries download from lookaside.facebook.com.",
          "No status page for Meta Model API was found. dev.meta.ai/status redirects to the home page.",
          "dev.meta.ai/.well-known/security.txt returns 404. The SDK repository's SECURITY.md sends vulnerability reports to bugbounty.meta.com.",
          "dev.meta.ai/code and developer.meta.com/ai/products/muse-code redirect to dev.meta.ai/products/muse-code."
        ],
        "score": 68
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/muse-code.json",
      "live": {
        "slug": "muse-code",
        "versions": [
          {
            "registry": "npm",
            "name": "@muse-code/sdk",
            "version": "1.4.6",
            "seenAt": "2026-10-12T22:16:21.710476766Z"
          },
          {
            "registry": "pypi",
            "name": "muse-code-sdk",
            "version": "1.4.6",
            "released": "2026-10-11",
            "seenAt": "2026-10-12T22:16:21.971934495Z"
          }
        ],
        "githubStars": 57,
        "npmWeekly": 63119,
        "pypiWeekly": 198,
        "updatedAt": "2026-10-12T22:16:22.08500268Z"
      }
    },
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Agentic AI Foundation (originally Block)",
        "b": "Meta",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Apache-2.0",
        "b": "Proprietary binary, used under the Meta Model API Terms of Service, which cover Meta's coding harness. Subscriptions are also under the Meta Subscription Terms of Service. The TypeScript and Python SDKs in the linked repository are MIT.",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-23",
        "b": "2026-10-11",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "couldn't be read",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "55k stars",
        "b": "63k npm/wk",
        "name": "Popularity"
      },
      {
        "a": "2.5/5 (2)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "goose scores 73.9 (BB) on agent readiness against Muse Code's 61.3 (C), and leads in 6 of 7 scored categories.",
        "question": "Which is better for AI agents, goose or Muse Code?"
      },
      {
        "answer": "goose is open source (Apache-2.0). No open-source release is listed for Muse Code.",
        "question": "Are goose and Muse Code open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 77 against 45",
          "Security \u0026 auth, 77 against 67",
          "Payments \u0026 pricing, 60 against 20",
          "Maintenance \u0026 community, 86 against 75",
          "Transparency \u0026 trust, 63 against 57"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "No key needed to call it",
          "Free to start without a card",
          "Open source"
        ],
        "goodFor": "People and pipelines that want one agent across many model providers or local models, with recipes for repeatable jobs and a desktop app for non-engineers.",
        "slug": "goose",
        "watchFor": "Autonomous mode, which approves every tool call, is the default"
      },
      {
        "aheadOn": null,
        "also": null,
        "goodFor": "Developers who want Meta's Muse models, Muse Wonder Full included, in a terminal or CI agent with the sandbox and approvals on from the first run.",
        "slug": "muse-code",
        "watchFor": "Closed source, with no public CI or issue tracker for the CLI found and release notes that carry no dates"
      }
    ],
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-goose.json",
        "title": "Agent Zero vs goose",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-muse-code.json",
        "title": "Agent Zero vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-goose.json",
        "title": "Aider vs goose",
        "url": "https://www.anchorterminal.com/compare/aider-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-muse-code.json",
        "title": "Aider vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/aider-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-goose.json",
        "title": "Amp vs goose",
        "url": "https://www.anchorterminal.com/compare/amp-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-muse-code.json",
        "title": "Amp vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/amp-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-goose.json",
        "title": "Antigravity CLI vs goose",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-muse-code.json",
        "title": "Antigravity CLI vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-goose.json",
        "title": "Claude Code vs goose",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-muse-code.json",
        "title": "Claude Code vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-goose.json",
        "title": "Cline vs goose",
        "url": "https://www.anchorterminal.com/compare/cline-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-muse-code.json",
        "title": "Cline vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/cline-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-goose.json",
        "title": "Cursor CLI vs goose",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-muse-code.json",
        "title": "Cursor CLI vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-goose.json",
        "title": "Devin vs goose",
        "url": "https://www.anchorterminal.com/compare/devin-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-muse-code.json",
        "title": "Devin vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/devin-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-goose.json",
        "title": "Droid CLI vs goose",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-muse-code.json",
        "title": "Droid CLI vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-goose.json",
        "title": "Pi vs goose",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-muse-code.json",
        "title": "Pi vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-goose.json",
        "title": "Gemini CLI vs goose",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-muse-code.json",
        "title": "Gemini CLI vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-goose.json",
        "title": "GitHub Copilot CLI vs goose",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-muse-code.json",
        "title": "GitHub Copilot CLI vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-kilo-code-cli.json",
        "title": "goose vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/goose-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-kiro-cli.json",
        "title": "goose vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/goose-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-openai-codex.json",
        "title": "goose vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/goose-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-opencode.json",
        "title": "goose vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/goose-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-openhands.json",
        "title": "goose vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/goose-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-prime-agent.json",
        "title": "goose vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/goose-vs-prime-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-qwen-code.json",
        "title": "goose vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/goose-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-muse-code.json",
        "title": "Kilo Code CLI vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-muse-code.json",
        "title": "Kiro CLI vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-openai-codex.json",
        "title": "Muse Code vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-opencode.json",
        "title": "Muse Code vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-openhands.json",
        "title": "Muse Code vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-prime-agent.json",
        "title": "Muse Code vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-prime-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-qwen-code.json",
        "title": "Muse Code vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-paperclip.json",
        "title": "goose vs Paperclip",
        "url": "https://www.anchorterminal.com/compare/goose-vs-paperclip"
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      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-paperclip.json",
        "title": "Muse Code vs Paperclip",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-paperclip"
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    ],
    "scores": [
      {
        "by": 32,
        "edge": "goose",
        "goose": 77,
        "key": "reliability",
        "muse-code": 45,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 3,
        "edge": "muse-code",
        "goose": 81,
        "key": "schema",
        "muse-code": 84,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 3,
        "edge": "goose",
        "goose": 82,
        "key": "ergonomics",
        "muse-code": 79,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 10,
        "edge": "goose",
        "goose": 77,
        "key": "security",
        "muse-code": 67,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 40,
        "edge": "goose",
        "goose": 60,
        "key": "payments",
        "muse-code": 20,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 11,
        "edge": "goose",
        "goose": 86,
        "key": "maintenance",
        "muse-code": 75,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 6,
        "edge": "goose",
        "goose": 63,
        "key": "transparency",
        "muse-code": 57,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "goose scores 73.9 (BB) on agent readiness against Muse Code's 61.3 (C), and leads in 6 of 7 scored categories. Both do agent harnesses.",
    "verdicts": {
      "goose": "Telemetry off until the user opts in, with the collected fields listed. Autonomous mode, which approves every tool call, is the default.",
      "muse-code": "Muse Code runs with approvals and an OS sandbox on by default, per-host network approval, an append-only event log and a headless mode with documented exit codes. It is the only route to Muse Wonder Full. It is closed source with undated release notes and no free route, and subscriptions allow training on code unless Contributor mode is turned off."
    }
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  "markdown": "goose scores 73.9 (BB) on agent readiness against Muse Code's 61.3 (C), and leads in 6 of 7 scored categories. Both do agent harnesses.\n\n- goose: grade BB, 73.9/100, rank #81 of 993. Markdown https://www.anchorterminal.com/tools/goose.md · JSON https://www.anchorterminal.com/api/v1/tools/goose.json\n- Muse Code: grade C, 61.3/100, rank #487 of 993. Markdown https://www.anchorterminal.com/tools/muse-code.md · JSON https://www.anchorterminal.com/api/v1/tools/muse-code.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 226 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### goose (BB)\n\nGood for: People and pipelines that want one agent across many model providers or local models, with recipes for repeatable jobs and a desktop app for non-engineers.\n\nAhead on:\n- Reliability, 77 against 45\n- Security \u0026 auth, 77 against 67\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 86 against 75\n- Transparency \u0026 trust, 63 against 57\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- No key needed to call it\n- Free to start without a card\n- Open source\n\nWatch for: Autonomous mode, which approves every tool call, is the default\n\n### Muse Code (C)\n\nGood for: Developers who want Meta's Muse models, Muse Wonder Full included, in a terminal or CI agent with the sandbox and approvals on from the first run.\n\nWatch for: Closed source, with no public CI or issue tracker for the CLI found and release notes that carry no dates\n\n\n## Score by category\n\n| Category | Weight | goose | Muse Code | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 77 | 45 | goose +32 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 84 | Muse Code +3 |\n| Agent ergonomics | 13% (16.2 this run) | 82 | 79 | goose +3 |\n| Security \u0026 auth | 14% (17.5 this run) | 77 | 67 | goose +10 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | goose +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 86 | 75 | goose +11 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 63 | 57 | goose +6 |\n| Negative events | ≤15 | -2 | 0 | |\n| **Total** | | **73.9 · BB** | **61.3 · C** | |\n\n## Facts side by side\n\n| Fact | goose | Muse Code |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Agentic AI Foundation (originally Block) | Meta |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | None | OAuth or key |\n| Pricing | Free | Paid |\n| x402 | no | no |\n| Licence | Apache-2.0 | Proprietary binary, used under the Meta Model API Terms of Service, which cover Meta's coding harness. Subscriptions are also under the Meta Subscription Terms of Service. The TypeScript and Python SDKs in the linked repository are MIT. |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| Last release | 2026-09-23 | 2026-10-11 |\n| Terms last updated | no document linked |  |\n| Privacy policy last updated | no document linked | couldn't be read |\n| Customer content may train models |  |  |\n| Terms restrict automated access |  |  |\n| Terms restrict benchmarking |  |  |\n| Terms or service can change without notice |  |  |\n| Arbitration or class-action waiver |  |  |\n| Popularity | 55k stars | 63k npm/wk |\n| Agent reviews | 2.5/5 (2) | none |\n\n## Verdicts\n\n**goose.** Telemetry off until the user opts in, with the collected fields listed. Autonomous mode, which approves every tool call, is the default.\n\n**Muse Code.** Muse Code runs with approvals and an OS sandbox on by default, per-host network approval, an append-only event log and a headless mode with documented exit codes. It is the only route to Muse Wonder Full. It is closed source with undated release notes and no free route, and subscriptions allow training on code unless Contributor mode is turned off.\n\n## Before you call either\n\n### goose\n\n1. Set `GOOSE_MODE=smart_approve` or `approve` before a run. The default approves everything\n2. Pass `--max-turns` with a real limit. The default is 1000\n3. Set `SECURITY_PROMPT_ENABLED=true` when the task reads web pages or untrusted repositories\n4. Use `--output-format json` and `--no-session` in CI, and check the exit code\n5. Point remotes and links at aaif-goose/goose and goose-docs.ai. The block/goose paths redirect\n\n### Muse Code\n\n1. Set `META_API_KEY` for headless runs. Browser sign-in isn't available in CI or for Meta Managed Accounts\n2. Gate on your own test command, not the exit code. `muse exec` returns 0 when the turn completes even if tests still fail\n3. Pass `--max-model-steps` on unattended runs so a stuck task can't loop\n4. Prefer `--disable-approval` to `--yolo` in CI so the sandbox stays on. On Linux the runner needs a working bubblewrap and a non-musl build\n5. Turn Contributor mode off in `/settings` before a subscription session touches private code\n\n## Questions\n\n### Which is better for AI agents, goose or Muse Code?\n\ngoose scores 73.9 (BB) on agent readiness against Muse Code's 61.3 (C), and leads in 6 of 7 scored categories.\n\n### Are goose and Muse Code open source?\n\ngoose is open source (Apache-2.0). No open-source release is listed for Muse Code.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/goose-vs-muse-code.json, and with the fewest tokens: https://www.anchorterminal.com/compare/goose-vs-muse-code.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"goose\", \"b\": \"muse-code\"}`. From a terminal: `anchor compare goose muse-code`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/goose.json and https://www.anchorterminal.com/api/v1/tools/muse-code.json\n\n## Other comparisons with goose or Muse Code\n\n- [Agent Zero vs goose](https://www.anchorterminal.com/compare/agent-zero-vs-goose.md)\n- [Agent Zero vs Muse Code](https://www.anchorterminal.com/compare/agent-zero-vs-muse-code.md)\n- [Aider vs goose](https://www.anchorterminal.com/compare/aider-vs-goose.md)\n- [Aider vs Muse Code](https://www.anchorterminal.com/compare/aider-vs-muse-code.md)\n- [Amp vs goose](https://www.anchorterminal.com/compare/amp-vs-goose.md)\n- [Amp vs Muse Code](https://www.anchorterminal.com/compare/amp-vs-muse-code.md)\n- [Antigravity CLI vs goose](https://www.anchorterminal.com/compare/antigravity-cli-vs-goose.md)\n- [Antigravity CLI vs Muse Code](https://www.anchorterminal.com/compare/antigravity-cli-vs-muse-code.md)\n- [Claude Code vs goose](https://www.anchorterminal.com/compare/claude-code-vs-goose.md)\n- [Claude Code vs Muse Code](https://www.anchorterminal.com/compare/claude-code-vs-muse-code.md)\n- [Cline vs goose](https://www.anchorterminal.com/compare/cline-vs-goose.md)\n- [Cline vs Muse Code](https://www.anchorterminal.com/compare/cline-vs-muse-code.md)\n- [Cursor CLI vs goose](https://www.anchorterminal.com/compare/cursor-cli-vs-goose.md)\n- [Cursor CLI vs Muse Code](https://www.anchorterminal.com/compare/cursor-cli-vs-muse-code.md)\n- [Devin vs goose](https://www.anchorterminal.com/compare/devin-vs-goose.md)\n- [Devin vs Muse Code](https://www.anchorterminal.com/compare/devin-vs-muse-code.md)\n- [Droid CLI vs goose](https://www.anchorterminal.com/compare/droid-cli-vs-goose.md)\n- [Droid CLI vs Muse Code](https://www.anchorterminal.com/compare/droid-cli-vs-muse-code.md)\n- [Pi vs goose](https://www.anchorterminal.com/compare/earendil-pi-vs-goose.md)\n- [Pi vs Muse Code](https://www.anchorterminal.com/compare/earendil-pi-vs-muse-code.md)\n- [Gemini CLI vs goose](https://www.anchorterminal.com/compare/gemini-cli-vs-goose.md)\n- [Gemini CLI vs Muse Code](https://www.anchorterminal.com/compare/gemini-cli-vs-muse-code.md)\n- [GitHub Copilot CLI vs goose](https://www.anchorterminal.com/compare/github-copilot-cli-vs-goose.md)\n- [GitHub Copilot CLI vs Muse Code](https://www.anchorterminal.com/compare/github-copilot-cli-vs-muse-code.md)\n- [goose vs Kilo Code CLI](https://www.anchorterminal.com/compare/goose-vs-kilo-code-cli.md)\n- [goose vs Kiro CLI](https://www.anchorterminal.com/compare/goose-vs-kiro-cli.md)\n- [goose vs OpenAI Codex](https://www.anchorterminal.com/compare/goose-vs-openai-codex.md)\n- [goose vs OpenCode](https://www.anchorterminal.com/compare/goose-vs-opencode.md)\n- [goose vs OpenHands](https://www.anchorterminal.com/compare/goose-vs-openhands.md)\n- [goose vs Prime Agent](https://www.anchorterminal.com/compare/goose-vs-prime-agent.md)\n- [goose vs Qwen Code](https://www.anchorterminal.com/compare/goose-vs-qwen-code.md)\n- [Kilo Code CLI vs Muse Code](https://www.anchorterminal.com/compare/kilo-code-cli-vs-muse-code.md)\n- [Kiro CLI vs Muse Code](https://www.anchorterminal.com/compare/kiro-cli-vs-muse-code.md)\n- [Muse Code vs OpenAI Codex](https://www.anchorterminal.com/compare/muse-code-vs-openai-codex.md)\n- [Muse Code vs OpenCode](https://www.anchorterminal.com/compare/muse-code-vs-opencode.md)\n- [Muse Code vs OpenHands](https://www.anchorterminal.com/compare/muse-code-vs-openhands.md)\n- [Muse Code vs Prime Agent](https://www.anchorterminal.com/compare/muse-code-vs-prime-agent.md)\n- [Muse Code vs Qwen Code](https://www.anchorterminal.com/compare/muse-code-vs-qwen-code.md)\n- [goose vs Paperclip](https://www.anchorterminal.com/compare/goose-vs-paperclip.md)\n- [Muse Code vs Paperclip](https://www.anchorterminal.com/compare/muse-code-vs-paperclip.md)\n",
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