{
  "data": {
    "a": {
      "slug": "claude-code",
      "name": "Claude Code",
      "vendor": "Anthropic",
      "vendorUrl": "https://www.anthropic.com",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Anthropic's coding agent as a terminal program, also in VS Code, JetBrains, the desktop app and Anthropic-hosted cloud sessions.",
      "url": "https://www.anchorterminal.com/tools/claude-code",
      "markdownUrl": "https://www.anchorterminal.com/tools/claude-code.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/claude-code.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/claude-code.json",
      "repo": "https://github.com/anthropics/claude-code",
      "license": "Proprietary. `LICENSE.md` says All rights reserved, with use under Anthropic's Commercial Terms. The GitHub repository holds the changelog, plugins and examples, not the source",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@anthropic-ai/claude-code"
        }
      ],
      "auth": "mixed",
      "authNotes": "Sign in through the browser with a Pro, Max, Team or Enterprise claude.ai account, or use a Claude Console API key (`ANTHROPIC_API_KEY`), or Amazon Bedrock, Google Cloud, Microsoft Foundry or Claude Platform on AWS credentials. The free claude.ai plan doesn't include Claude Code.",
      "pricing": "paid",
      "pricingNotes": "Free to download, and it needs a paid plan or API tokens to run. Pro is $17 a month billed annually or $20 monthly, Max from $100 a month, Team $20 or $25 a standard seat and $100 or $125 a premium seat, Enterprise $20 a seat plus usage at API rates, or pay as you go at Claude API token prices. On a plan Claude Code shares the plan's usage limits, and the pricing page gives no number for them (checked 2026-10-02).",
      "priceSummary": "$20 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs or the pricing page (checked 2026-10-02).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 141000,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-02"
      },
      "docsUrl": "https://code.claude.com/docs/en/overview",
      "llmsTxt": "https://code.claude.com/docs/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "closed-source",
        "claude-only",
        "mcp",
        "llms-txt",
        "telemetry-default-on",
        "status-page",
        "card-required"
      ],
      "lastRelease": "2026-10-01",
      "graded": true,
      "disclosure": "Anthropic makes the models this research run and the review panel run on. This listing was graded by agents running on Claude, by the same published checklist as every other listing, and the panel doesn't review it, because every reviewer runs on Claude too.",
      "anchor": {
        "graded": true,
        "score": 61.9,
        "grade": "C",
        "agentReady": false,
        "rank": 464,
        "ranked": true,
        "rankOf": 993,
        "categoryRank": 9,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 87,
          "maintenance": 82,
          "payments": 20,
          "reliability": 50,
          "schema": 80,
          "security": 80,
          "transparency": 81
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -6,
        "negativeNotes": [
          "2025-10-03 to 2026-06-25. 22 published advisories, 16 high, 4 moderate and 2 low, among them approval-prompt bypasses through command injection (GHSA-qgqw-h4xq-7w8w, GHSA-mhg7-666j-cqg4, GHSA-66q4-vfjg-2qhh, GHSA-xq4m-mc3c-vvg3), sandbox escapes (GHSA-ff64-7w26-62rf, GHSA-vp62-r36r-9xqp, GHSA-7835-87q9-rgvv), workspace-trust prompt bypasses that ran code from a cloned repository (GHSA-5hhx-v7f6-x7gv, GHSA-mmgp-wc2j-qcv7, GHSA-q5hj-mxqh-vv77) and a WebFetch exfiltration path through a pre-approved domain (GHSA-fg94-h982-f3mm). All fixed and published, so each high counts 2 points inside six months and 1 point after, which passes our cap of -6 for fixed and published advisories, the same cap the Claude Agent SDK listing used for the same advisories. None published since 25 June 2026 (https://github.com/anthropics/claude-code/security/advisories)"
        ],
        "verdict": "Six permission modes, allow, ask and deny rules down to command arguments, PreToolUse hooks, and managed settings that can disable bypass and auto mode. The sandbox is off by default and native Windows has none.",
        "bestFor": "A developer or a pipeline that wants Claude doing repository work with fine-grained, centrally managed permissions and an SDK for the same loop.",
        "disclosure": "Anthropic makes the models this research run and the review panel run on. This listing was graded by agents running on Claude, by the same published checklist as every other listing, and the panel doesn't review it, because every reviewer runs on Claude too.",
        "strengths": [
          "Six permission modes, allow, ask and deny rules down to command arguments, PreToolUse hooks, and managed settings that can disable bypass and auto mode",
          "An OS sandbox (Seatbelt, bubblewrap) whose network proxy denies every host outside an allowlist that starts empty",
          "`claude -p` with json and stream-json output, `--max-turns`, `--max-budget-usd`, resume and fork, and Python and TypeScript SDKs for the same loop",
          "Signed apt, dnf and apk repositories, a GPG-signed checksum manifest and a stable channel that skips releases with major regressions",
          "Telemetry documented per provider and per service, each with its own opt-out"
        ],
        "weaknesses": [
          "The sandbox is off by default and native Windows has none",
          "Auto mode, a classifier rather than a person, has been the starting mode for interactive sessions on every plan since 28 September 2026",
          "22 security advisories in the year to 25 June 2026, 16 rated high",
          "Usage metrics on by default on the Claude API, and error reports on Pro and Max sign-ins",
          "Closed source, Claude models only, and no free plan includes it"
        ],
        "agentNotes": [
          "Pass `--permission-mode` on every `claude -p` run. An unset mode can start in auto mode, depending on version, plan, provider and telemetry",
          "Turn on the sandbox with `sandbox.enabled` and set `allowUnsandboxedCommands` to false, or Claude can retry a blocked command outside it",
          "Set `CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC=1` on a Claude login to stop metrics and error reports in one go",
          "Set `autoUpdatesChannel` to stable or `DISABLE_AUTOUPDATER=1` in CI. Native installs update themselves about once a day",
          "Cap pipeline runs with `--max-turns` and `--max-budget-usd`"
        ],
        "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": 61.9
          }
        ],
        "editorialScores": {
          "ergonomics": 87,
          "maintenance": 82,
          "payments": 20,
          "reliability": 50,
          "schema": 80,
          "security": 80,
          "transparency": 68
        },
        "provenanceScore": 94
      },
      "connect": {
        "install": "curl -fsSL https://claude.ai/install.sh | bash   # or: brew install --cask claude-code",
        "headless": {
          "run": "claude -p \"fix the failing test\" --output-format json --permission-mode acceptEdits --max-turns 20"
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/claude-code"
      },
      "sameCompany": [
        "anthropic-api",
        "claude-agent-sdk"
      ],
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 20,
          "note": "$17 a month billed annually"
        },
        {
          "item": "Max plan",
          "unit": "month",
          "usd": 100,
          "note": "lowest Max tier"
        }
      ],
      "provenance": {
        "legalEntity": "Anthropic, PBC",
        "domain": "claude.com",
        "domainRegistered": "1995-05-24",
        "domainNote": "claude.com was registered in 1995, long before Anthropic bought it. Free, Pro and Max users are under the Consumer Terms, Team, Enterprise and API users under the Commercial Terms. The security.txt state is from the claude-agent-sdk listing's check of 26 September 2026.",
        "endpointOnVendorDomain": null,
        "terms": "https://www.anthropic.com/legal/commercial-terms",
        "privacy": "https://www.anthropic.com/legal/privacy",
        "statusPage": "https://status.claude.com",
        "changelog": "https://github.com/anthropics/claude-code/blob/main/CHANGELOG.md",
        "securityTxt": "valid",
        "checked": "2026-10-01",
        "score": 94
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/claude-code.json",
      "live": {
        "slug": "claude-code",
        "vendorStatus": {
          "page": "https://status.claude.com",
          "indicator": "minor",
          "summary": "Partially Degraded Service",
          "checkedAt": "2026-10-12T22:40:57.807251144Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "anthropics/claude-code",
            "version": "v2.1.296",
            "released": "2026-10-09",
            "seenAt": "2026-10-12T21:53:38.730643977Z"
          },
          {
            "registry": "npm",
            "name": "@anthropic-ai/claude-code",
            "version": "2.1.296",
            "seenAt": "2026-10-12T21:53:37.889008833Z"
          }
        ],
        "githubStars": 150417,
        "npmWeekly": 12502712,
        "securityTxt": {
          "url": "https://claude.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-12T15:44:13.660125773Z"
        },
        "llmsTxt": {
          "url": "https://code.claude.com/docs/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-12T14:08:38.518773132Z"
        },
        "domain": {
          "domain": "claude.com",
          "registered": "1995-05-24",
          "source": "https://rdap.verisign.com/com/v1/domain/claude.com",
          "checkedAt": "2026-10-11T13:24:34.143461691Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/anthropics/claude-code/main/CHANGELOG.md",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-12T19:57:55.887405616Z",
            "changedAt": "2026-10-10T19:09:10.768960722Z",
            "fingerprint": "c4a5dd7c9e03"
          }
        ],
        "updatedAt": "2026-10-12T22:40:57.807251144Z"
      }
    },
    "answer": "Claude Code and Muse Code score within a point of each other on agent readiness, 61.9 (C) and 61.3 (C).",
    "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": "Anthropic",
        "b": "Meta",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Paid",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary. `LICENSE.md` says All rights reserved, with use under Anthropic's Commercial Terms. The GitHub repository holds the changelog, plugins and examples, not the source",
        "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": "2026-10-01",
        "b": "2026-10-11",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "couldn't be read",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "141k stars",
        "b": "63k npm/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Claude Code and Muse Code score within a point of each other on agent readiness, 61.9 (C) and 61.3 (C).",
        "question": "Which is better for AI agents, Claude Code or Muse Code?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 50 against 45",
          "Agent ergonomics, 87 against 79",
          "Security \u0026 auth, 80 against 67",
          "Maintenance \u0026 community, 82 against 75",
          "Transparency \u0026 trust, 81 against 57"
        ],
        "also": null,
        "goodFor": "A developer or a pipeline that wants Claude doing repository work with fine-grained, centrally managed permissions and an SDK for the same loop.",
        "slug": "claude-code",
        "watchFor": "The sandbox is off by default and native Windows has none"
      },
      {
        "aheadOn": null,
        "also": [
          "No incidents deducted, where Claude Code loses 6 points for them"
        ],
        "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-claude-code.json",
        "title": "Agent Zero vs Claude Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-claude-code"
      },
      {
        "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-claude-code.json",
        "title": "Aider vs Claude Code",
        "url": "https://www.anchorterminal.com/compare/aider-vs-claude-code"
      },
      {
        "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-claude-code.json",
        "title": "Amp vs Claude Code",
        "url": "https://www.anchorterminal.com/compare/amp-vs-claude-code"
      },
      {
        "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-claude-code.json",
        "title": "Antigravity CLI vs Claude Code",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-claude-code"
      },
      {
        "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-cline.json",
        "title": "Claude Code vs Cline",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-cline"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-cursor-cli.json",
        "title": "Claude Code vs Cursor CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-cursor-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-devin.json",
        "title": "Claude Code vs Devin",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-droid-cli.json",
        "title": "Claude Code vs Droid CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-droid-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-earendil-pi.json",
        "title": "Claude Code vs Pi",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-earendil-pi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-gemini-cli.json",
        "title": "Claude Code vs Gemini CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-gemini-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-github-copilot-cli.json",
        "title": "Claude Code vs GitHub Copilot CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-github-copilot-cli"
      },
      {
        "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-kilo-code-cli.json",
        "title": "Claude Code vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-kiro-cli.json",
        "title": "Claude Code vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-openai-codex.json",
        "title": "Claude Code vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-opencode.json",
        "title": "Claude Code vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-openhands.json",
        "title": "Claude Code vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-prime-agent.json",
        "title": "Claude Code vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-prime-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-qwen-code.json",
        "title": "Claude Code vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-qwen-code"
      },
      {
        "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-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-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-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-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-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-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-muse-code.json",
        "title": "goose vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/goose-vs-muse-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/claude-code-vs-paperclip.json",
        "title": "Claude Code vs Paperclip",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-paperclip"
      },
      {
        "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"
      }
    ],
    "scores": [
      {
        "by": 5,
        "claude-code": 50,
        "edge": "claude-code",
        "key": "reliability",
        "muse-code": 45,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 4,
        "claude-code": 80,
        "edge": "muse-code",
        "key": "schema",
        "muse-code": 84,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 8,
        "claude-code": 87,
        "edge": "claude-code",
        "key": "ergonomics",
        "muse-code": 79,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 13,
        "claude-code": 80,
        "edge": "claude-code",
        "key": "security",
        "muse-code": 67,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 0,
        "claude-code": 20,
        "edge": "",
        "key": "payments",
        "muse-code": 20,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 7,
        "claude-code": 82,
        "edge": "claude-code",
        "key": "maintenance",
        "muse-code": 75,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 24,
        "claude-code": 81,
        "edge": "claude-code",
        "key": "transparency",
        "muse-code": 57,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Claude Code and Muse Code score within a point of each other on agent readiness, 61.9 (C) and 61.3 (C). Both do agent harnesses.",
    "verdicts": {
      "claude-code": "Six permission modes, allow, ask and deny rules down to command arguments, PreToolUse hooks, and managed settings that can disable bypass and auto mode. The sandbox is off by default and native Windows has none.",
      "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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    "slim": "https://www.anchorterminal.com/compare/claude-code-vs-muse-code.min.md"
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  "markdown": "Claude Code and Muse Code score within a point of each other on agent readiness, 61.9 (C) and 61.3 (C). Both do agent harnesses.\n\n- Claude Code: grade C, 61.9/100, rank #464 of 993. Markdown https://www.anchorterminal.com/tools/claude-code.md · JSON https://www.anchorterminal.com/api/v1/tools/claude-code.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### Claude Code (C)\n\nGood for: A developer or a pipeline that wants Claude doing repository work with fine-grained, centrally managed permissions and an SDK for the same loop.\n\nAhead on:\n- Reliability, 50 against 45\n- Agent ergonomics, 87 against 79\n- Security \u0026 auth, 80 against 67\n- Maintenance \u0026 community, 82 against 75\n- Transparency \u0026 trust, 81 against 57\n\nWatch for: The sandbox is off by default and native Windows has none\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\nAlso in its favour:\n- No incidents deducted, where Claude Code loses 6 points for them\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 | Claude Code | Muse Code | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 45 | Claude Code +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 80 | 84 | Muse Code +4 |\n| Agent ergonomics | 13% (16.2 this run) | 87 | 79 | Claude Code +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 80 | 67 | Claude Code +13 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 20 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 82 | 75 | Claude Code +7 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 81 | 57 | Claude Code +24 |\n| Negative events | ≤15 | -6 | 0 | |\n| **Total** | | **61.9 · C** | **61.3 · C** | |\n\n## Facts side by side\n\n| Fact | Claude Code | Muse Code |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Anthropic | Meta |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Paid | Paid |\n| x402 | no | no |\n| Licence | Proprietary. `LICENSE.md` says All rights reserved, with use under Anthropic's Commercial Terms. The GitHub repository holds the changelog, plugins and examples, not the source | 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 | 2026-10-01 | 2026-10-11 |\n| Terms last updated | no date given |  |\n| Privacy policy last updated | no date given | couldn't be read |\n| Customer content may train models | yes, with an opt-out |  |\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 | yes |  |\n| Popularity | 141k stars | 63k npm/wk |\n\n## Verdicts\n\n**Claude Code.** Six permission modes, allow, ask and deny rules down to command arguments, PreToolUse hooks, and managed settings that can disable bypass and auto mode. The sandbox is off by default and native Windows has none.\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### Claude Code\n\n1. Pass `--permission-mode` on every `claude -p` run. An unset mode can start in auto mode, depending on version, plan, provider and telemetry\n2. Turn on the sandbox with `sandbox.enabled` and set `allowUnsandboxedCommands` to false, or Claude can retry a blocked command outside it\n3. Set `CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC=1` on a Claude login to stop metrics and error reports in one go\n4. Set `autoUpdatesChannel` to stable or `DISABLE_AUTOUPDATER=1` in CI. Native installs update themselves about once a day\n5. Cap pipeline runs with `--max-turns` and `--max-budget-usd`\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, Claude Code or Muse Code?\n\nClaude Code and Muse Code score within a point of each other on agent readiness, 61.9 (C) and 61.3 (C).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/claude-code-vs-muse-code.json, and with the fewest tokens: https://www.anchorterminal.com/compare/claude-code-vs-muse-code.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"claude-code\", \"b\": \"muse-code\"}`. From a terminal: `anchor compare claude-code muse-code`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/claude-code.json and https://www.anchorterminal.com/api/v1/tools/muse-code.json\n\n## Other comparisons with Claude Code or Muse Code\n\n- [Agent Zero vs Claude Code](https://www.anchorterminal.com/compare/agent-zero-vs-claude-code.md)\n- [Agent Zero vs Muse Code](https://www.anchorterminal.com/compare/agent-zero-vs-muse-code.md)\n- [Aider vs Claude Code](https://www.anchorterminal.com/compare/aider-vs-claude-code.md)\n- [Aider vs Muse Code](https://www.anchorterminal.com/compare/aider-vs-muse-code.md)\n- [Amp vs Claude Code](https://www.anchorterminal.com/compare/amp-vs-claude-code.md)\n- [Amp vs Muse Code](https://www.anchorterminal.com/compare/amp-vs-muse-code.md)\n- [Antigravity CLI vs Claude Code](https://www.anchorterminal.com/compare/antigravity-cli-vs-claude-code.md)\n- [Antigravity CLI vs Muse Code](https://www.anchorterminal.com/compare/antigravity-cli-vs-muse-code.md)\n- [Claude Code vs Cline](https://www.anchorterminal.com/compare/claude-code-vs-cline.md)\n- [Claude Code vs Cursor CLI](https://www.anchorterminal.com/compare/claude-code-vs-cursor-cli.md)\n- [Claude Code vs Devin](https://www.anchorterminal.com/compare/claude-code-vs-devin.md)\n- [Claude Code vs Droid CLI](https://www.anchorterminal.com/compare/claude-code-vs-droid-cli.md)\n- [Claude Code vs Pi](https://www.anchorterminal.com/compare/claude-code-vs-earendil-pi.md)\n- [Claude Code vs Gemini CLI](https://www.anchorterminal.com/compare/claude-code-vs-gemini-cli.md)\n- [Claude Code vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/claude-code-vs-github-copilot-cli.md)\n- [Claude Code vs goose](https://www.anchorterminal.com/compare/claude-code-vs-goose.md)\n- [Claude Code vs Kilo Code CLI](https://www.anchorterminal.com/compare/claude-code-vs-kilo-code-cli.md)\n- [Claude Code vs Kiro CLI](https://www.anchorterminal.com/compare/claude-code-vs-kiro-cli.md)\n- [Claude Code vs OpenAI Codex](https://www.anchorterminal.com/compare/claude-code-vs-openai-codex.md)\n- [Claude Code vs OpenCode](https://www.anchorterminal.com/compare/claude-code-vs-opencode.md)\n- [Claude Code vs OpenHands](https://www.anchorterminal.com/compare/claude-code-vs-openhands.md)\n- [Claude Code vs Prime Agent](https://www.anchorterminal.com/compare/claude-code-vs-prime-agent.md)\n- [Claude Code vs Qwen Code](https://www.anchorterminal.com/compare/claude-code-vs-qwen-code.md)\n- [Cline vs Muse Code](https://www.anchorterminal.com/compare/cline-vs-muse-code.md)\n- [Cursor CLI vs Muse Code](https://www.anchorterminal.com/compare/cursor-cli-vs-muse-code.md)\n- [Devin vs Muse Code](https://www.anchorterminal.com/compare/devin-vs-muse-code.md)\n- [Droid CLI vs Muse Code](https://www.anchorterminal.com/compare/droid-cli-vs-muse-code.md)\n- [Pi vs Muse Code](https://www.anchorterminal.com/compare/earendil-pi-vs-muse-code.md)\n- [Gemini CLI vs Muse Code](https://www.anchorterminal.com/compare/gemini-cli-vs-muse-code.md)\n- [GitHub Copilot CLI vs Muse Code](https://www.anchorterminal.com/compare/github-copilot-cli-vs-muse-code.md)\n- [goose vs Muse Code](https://www.anchorterminal.com/compare/goose-vs-muse-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- [Claude Code vs Paperclip](https://www.anchorterminal.com/compare/claude-code-vs-paperclip.md)\n- [Muse Code vs Paperclip](https://www.anchorterminal.com/compare/muse-code-vs-paperclip.md)\n\n## Disclosure\n\n- Anthropic makes the models this research run and the review panel run on. This listing was graded by agents running on Claude, by the same published checklist as every other listing, and the panel doesn't review it, because every reviewer runs on Claude too.\n",
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