{
  "data": {
    "a": {
      "slug": "clawboo",
      "name": "Clawboo",
      "vendor": "Sanreds",
      "vendorUrl": "https://www.claw.boo",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Clawboo is an open-source, self-hosted dashboard and server that runs a team of AI agents on one task board. A lead agent, Boo Zero, hands tasks to Claude Code, Codex, Hermes, OpenClaw or Clawboo's own built-in agents.",
      "url": "https://www.anchorterminal.com/tools/clawboo",
      "markdownUrl": "https://www.anchorterminal.com/tools/clawboo.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/clawboo.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/clawboo.json",
      "dns": "clawboo.grade.anchorterminal.com",
      "repo": "https://github.com/clawboo/clawboo",
      "license": "MIT",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "clawboo"
        }
      ],
      "auth": "none",
      "authNotes": "No Clawboo account. On the default loopback bind the API needs no credential. An optional shared token, `STUDIO_ACCESS_TOKEN`, puts every `/api/` route behind a `clawboo_access` cookie, with no users, roles or per-person revocation. Agents Clawboo starts reach its MCP servers through signed attach URLs.",
      "pricing": "free",
      "pricingNotes": "Free and MIT, self-hosted, with nothing to buy. The owner pays the model providers or plans each runtime uses, or runs a local Ollama model with no key. No hosted option is offered.",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the documentation (llms-full.txt), the README or the npm package metadata (checked 2026-11-01).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 100,
        "pypiWeekly": null,
        "asOf": "2026-11-01"
      },
      "docsUrl": "https://docs.claw.boo",
      "llmsTxt": "https://docs.claw.boo/llms.txt",
      "capabilities": [
        "agent.multi-agent",
        "agent.mcp-client"
      ],
      "tags": [
        "open-source",
        "self-hosted",
        "local",
        "free",
        "no-card",
        "llms-txt",
        "mcp",
        "typescript"
      ],
      "lastRelease": "2026-10-21",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 61.4,
        "grade": "C",
        "agentReady": false,
        "rank": 555,
        "ranked": true,
        "rankOf": 1251,
        "categoryRank": 15,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 75,
          "maintenance": 51,
          "payments": 60,
          "reliability": 52,
          "schema": 83,
          "security": 70,
          "transparency": 58
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-01"
        },
        "negative": -4,
        "negativeNotes": [
          "Undated advisory on the security page, read 1 November 2026. On 0.5.0 (21 October 2026) and older, any request from 127.0.0.1 reaches `/api/mcp/` without the access cookie, so a reverse proxy on the same machine exposes the boards, memory, team chat, tools and signed attach URLs for any agent, even with `STUDIO_ACCESS_TOKEN` set. Published by the maintainer with a proxy rule to block it, fixed on main and not released, in a setup that isn't the default, -3. https://docs.claw.boo/operating/security",
          "Listed under Unreleased in the changelog, read 1 November 2026. On 0.5.0 and older, an access token containing a character outside letters, digits and `.`, `_`, `~`, `-` turned the access check off while the server kept running, leaving a proxied dashboard open. Fixed on main and not released, -1. https://docs.claw.boo/appendices/changelog"
        ],
        "verdict": "Tasks, memory, team chat and connectors are shared across five runtimes through four MCP servers, with documentation that states each default and limit. Claude Code, Codex and Hermes run with their sandboxes and approval prompts off and no setting to change it, and a reverse-proxy exposure of the MCP servers is fixed only on the unreleased main branch.",
        "bestFor": "One person on one computer who wants several coding and general agents on one board, with shared memory and a lead agent that routes work.",
        "strengths": [
          "One board, one team chat and one shared memory across Clawboo Native, Claude Code, Codex, Hermes and OpenClaw agents",
          "No telemetry per the docs, which list the three requests the server makes itself and the two the dashboard makes",
          "Loopback bind by default, a same-origin guard against browser and DNS-rebinding attacks, and a refusal to start on a network bind without a token",
          "About 120 documentation pages, served as Markdown with llms.txt and llms-full.txt, including a known-issues page and every built-in limit with its source line",
          "npm releases carry SLSA provenance from the repository's publish workflow, with CodeQL and Dependabot in the repository"
        ],
        "weaknesses": [
          "Claude Code runs in `bypassPermissions`, Codex with `danger-full-access` and Hermes with `--yolo`, with no setting to change it and no sandbox",
          "On 0.5.0 and older, a same-machine reverse proxy exposes `/api/mcp/` without the access cookie. The fix is on main and unreleased on 1 November 2026",
          "No access token by default, so any local program can call the API and answer approval cards",
          "Keys saved under Providers are also written in plain text to `~/.openclaw/.env` and each OpenClaw agent's `auth-profiles.json`",
          "Version 0.5.0, with two releases in the 90 days to 1 November 2026 and budgets that only warn unless set to a hard cap"
        ],
        "agentNotes": [
          "Run `npx clawboo@latest`, not a bare `npx clawboo`, which can reuse an older cached build. Node.js 22.12 or newer is required",
          "On 0.5.0 behind nginx, Caddy or a Cloudflare Tunnel, deny `/api/mcp/` at the proxy and set `STUDIO_ACCESS_TOKEN` from `openssl rand -hex 24`",
          "Give Claude Code, Codex and Hermes teammates only work you would let run unattended, or run Clawboo under a separate user account or VM",
          "Create a hard-cap budget in Settings \u003e Insights \u003e Governance before long runs. A fresh install has no budget and new budgets only warn",
          "Install `@anthropic-ai/claude-agent-sdk` globally beside Clawboo for Claude Code teammates. A one-off `npx` run cannot load it"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 61.4
          }
        ],
        "editorialScores": {
          "ergonomics": 75,
          "maintenance": 51,
          "payments": 60,
          "reliability": 52,
          "schema": 83,
          "security": 70,
          "transparency": 80
        },
        "provenanceScore": 36,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-01",
            "maintenance": "2026-11-01",
            "payments": "2026-11-01",
            "reliability": "2026-11-01",
            "schema": "2026-11-01",
            "security": "2026-11-01",
            "transparency": "2026-11-01"
          },
          "last": "2026-11-01",
          "oldest": "2026-11-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npx clawboo@latest   # Node.js 22.12 or newer",
        "http": "curl http://localhost:18790/api/health",
        "headless": {
          "command": "curl -X POST http://localhost:18790/api/teams/\u003cteam-id\u003e/chat -H 'Content-Type: application/json' -d '{\"message\":\"Plan the launch checklist.\"}'"
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.multi-agent",
        "tool": "https://letme.dev/clawboo"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "",
        "domain": "claw.boo",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://docs.claw.boo/appendices/changelog",
        "securityTxt": "none",
        "checked": "2026-11-01",
        "notes": [
          "No legal entity is named in the repository, the docs or the npm package. The MIT licence reads Copyright (c) 2026 Sanreds, and the npm package's only maintainer is sanreds.",
          "www.claw.boo was not read. Its robots.txt disallows Claude-Web in Cloudflare's managed block and later allows ClaudeBot and anthropic-ai, so the site's terms and privacy pages, if any, are unchecked.",
          "docs.claw.boo/.well-known/security.txt answered 404 on 1 November 2026. SECURITY.md sends reports to GitHub private vulnerability reporting.",
          "The software is self-hosted, so there is no vendor endpoint or status page to check. The domain registration date was not looked up."
        ],
        "score": 36
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/clawboo.json"
    },
    "answer": "Gemini CLI scores 66.8 (B) on agent readiness against Clawboo's 61.4 (C), and leads in 5 of 7 scored categories. Clawboo leads on payments \u0026 pricing.",
    "b": {
      "slug": "gemini-cli",
      "name": "Gemini CLI",
      "vendor": "Google",
      "vendorUrl": "https://geminicli.com",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Google's open-source coding agent for the terminal, in TypeScript on Node 20 or newer.",
      "url": "https://www.anchorterminal.com/tools/gemini-cli",
      "markdownUrl": "https://www.anchorterminal.com/tools/gemini-cli.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/gemini-cli.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/gemini-cli.json",
      "dns": "gemini-cli.grade.anchorterminal.com",
      "repo": "https://github.com/google-gemini/gemini-cli",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@google/gemini-cli"
        }
      ],
      "auth": "mixed",
      "authNotes": "Google sign-in works only with a Gemini Code Assist Standard or Enterprise licence. Google AI Pro, Google AI Ultra and the free Code Assist for individuals tier stopped working with Gemini CLI on 18 June 2026. Otherwise use a paid Gemini API key from AI Studio, or Vertex AI credentials. Google's terms forbid using the Gemini CLI sign-in from third-party software.",
      "pricing": "usage",
      "pricingNotes": "Free to install (Apache-2.0). Model access is paid. Use a paid Gemini API key or Vertex AI at token rates, or an existing Code Assist Standard or Enterprise licence. New Standard and Enterprise subscriptions ended on 9 October 2026. Token prices are public without a login, and requests are limited per minute (checked 2026-10-10). The free 1,000 requests a day tier ended on 18 June 2026, and whether an unpaid key still gets 250 Flash requests a day is unclear.",
      "priceSummary": "Pay per use",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs or the source (checked 2026-10-02).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 107000,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-02"
      },
      "docsUrl": "https://geminicli.com/docs/",
      "llmsTxt": "https://geminicli.com/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "open-source",
        "typescript",
        "mcp",
        "llms-txt",
        "telemetry-default-on",
        "pre-1.0",
        "gemini-only",
        "sign-in-ended",
        "paid-api-key"
      ],
      "lastRelease": "2026-10-06",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 66.8,
        "grade": "B",
        "agentReady": false,
        "rank": 315,
        "ranked": true,
        "rankOf": 1251,
        "categoryRank": 9,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 78,
          "maintenance": 88,
          "payments": 20,
          "reliability": 71,
          "schema": 93,
          "security": 67,
          "transparency": 90
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-10"
        },
        "negative": -5,
        "negativeNotes": [
          "2026-04-24. GHSA-wpqr-6v78-jr5g, critical (CVSS 10). In CI, headless Gemini CLI trusted the workspace folder automatically and loaded its configuration, and `--yolo` ignored fine-grained tool allowlists, so a workflow fed untrusted pull requests or issues could run an attacker's code. Fixed in @google/gemini-cli 0.39.1 and run-gemini-cli 0.1.22 and published, so the deduction is small (https://github.com/advisories/GHSA-wpqr-6v78-jr5g)",
          "2026-06-18. Google sign-in for individuals ended on 18 June 2026. The README at main (9 October 2026) and the authentication page (checked 10 October 2026) still describe a free tier of 1,000 requests a day with a Google account, so the claim is misleading and the deduction is -3 (https://github.com/google-gemini/gemini-cli/blob/main/README.md; https://geminicli.com/docs/get-started/authentication/; https://developers.google.com/gemini-code-assist/docs/deprecations/code-assist-individuals)"
        ],
        "verdict": "Apache-2.0, with 16 stable releases since 3 July and documented headless output. Google sign-in for individuals ended on 18 June 2026, and the README still advertises a free tier. Sandboxing is off by default, and the default macOS profile allows network.",
        "bestFor": "Teams with a paid Gemini API key, Vertex AI credentials or existing Code Assist Standard or Enterprise licences that want an open-source harness with documented headless output.",
        "strengths": [
          "Apache-2.0 licence, CI passing on main, and 583 open issues with priority labels (as of 2 October 2026)",
          "A stable release every Tuesday after a week in preview, under a written release policy",
          "Headless JSON and stream-json output with documented exit codes, including 53 for the turn limit",
          "A TOML policy engine with admin policy paths, folder trust on by default and a setting that blocks yolo mode",
          "Pay-per-token access through a Gemini API key or Vertex AI, with token prices published without a login"
        ],
        "weaknesses": [
          "Sandboxing is off by default, and the default macOS profile allows network",
          "Google sign-in for individuals ended on 18 June 2026, but the README and authentication page still advertise a free tier of 1,000 requests a day",
          "A critical advisory in April 2026 (CVSS 10) for CI runs that trusted untrusted repositories",
          "Usage statistics on by default, with one setting to turn them off",
          "Pre-1.0 at 0.63.0, and Gemini models only"
        ],
        "agentNotes": [
          "Set `GEMINI_TRUST_WORKSPACE` to true only for trusted inputs in CI. Since 0.39.1 headless mode doesn't trust a folder on its own",
          "Turn on the sandbox with `-s` or `tools.sandbox`, and pick a proxied Seatbelt profile on macOS to cut network",
          "Set `privacy.usageStatisticsEnabled` to false to stop usage statistics",
          "Since 0.63.0, plans run without interactive confirmation in non-interactive mode, so set the approval mode explicitly before a headless run",
          "Authenticate with a paid Gemini API key or Vertex credentials. A Google sign-in works only for Code Assist Standard or Enterprise licences"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 66.8
          }
        ],
        "editorialScores": {
          "ergonomics": 78,
          "maintenance": 88,
          "payments": 20,
          "reliability": 71,
          "schema": 93,
          "security": 67,
          "transparency": 85
        },
        "provenanceScore": 94,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-10",
            "maintenance": "2026-10-10",
            "payments": "2026-10-10",
            "reliability": "2026-10-10",
            "schema": "2026-10-10",
            "security": "2026-10-10",
            "transparency": "2026-10-10"
          },
          "last": "2026-10-10",
          "lastMoved": "2026-10-27",
          "oldest": "2026-10-10",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm i -g @google/gemini-cli   # or: brew install gemini-cli",
        "headless": {
          "run": "gemini -p \"fix the failing test\" --output-format json --approval-mode auto_edit"
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/gemini-cli"
      },
      "sameCompany": [
        "gemini-api",
        "gemini-embedding",
        "vertex-ai-tuning",
        "google-model-armor",
        "google-imagen",
        "google-veo",
        "google-lyria",
        "google-speech-to-text",
        "gemini-live",
        "google-adk",
        "google-secret-manager",
        "google-cloud-document-ai",
        "google-weather-api",
        "chrome-devtools-mcp",
        "google-maps-platform",
        "google-cloud-translation",
        "google-calendar-api",
        "firebase-cloud-messaging",
        "google-drive-api",
        "gemini-enterprise",
        "google-search-console",
        "google-ads-api",
        "google-forms",
        "google-sheets-api",
        "gmail-api",
        "google-people-api"
      ],
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Google LLC",
        "domain": "google.com",
        "domainRegistered": "1997-09-15",
        "endpointOnVendorDomain": null,
        "terms": "https://geminicli.com/docs/resources/tos-privacy",
        "privacy": "https://policies.google.com/privacy",
        "statusPage": "https://aistudio.google.com/status",
        "changelog": "https://geminicli.com/docs/changelogs",
        "securityTxt": "valid",
        "checked": "2026-10-01",
        "notes": [
          "The docs are on geminicli.com. The terms page there maps each sign-in method to its own terms and privacy notice (Gemini Code Assist, the Gemini API unpaid and paid services, Google Cloud).",
          "The status page is the Gemini API's. We found no status page for Gemini Code Assist sign-ins.",
          "Legal entity, domain date and security.txt for google.com are from the gemini-api listing's check of 26 September 2026."
        ],
        "score": 94
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/gemini-cli.json",
      "live": {
        "slug": "gemini-cli",
        "vendorStatus": {
          "page": "https://aistudio.google.com/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-11-01T02:59:54.000875012Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "google-gemini/gemini-cli",
            "version": "v0.66.0",
            "released": "2026-10-27",
            "seenAt": "2026-10-31T15:54:31.591632475Z"
          },
          {
            "registry": "npm",
            "name": "@google/gemini-cli",
            "version": "0.66.0",
            "seenAt": "2026-10-31T15:54:31.277263198Z"
          }
        ],
        "githubStars": 108649,
        "npmWeekly": 445883,
        "securityTxt": {
          "url": "https://google.com/.well-known/security.txt",
          "state": "valid",
          "expires": "2030-04-01T00:00:00z",
          "checkedAt": "2026-10-31T15:39:58.466096982Z"
        },
        "llmsTxt": {
          "url": "https://geminicli.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-31T15:10:48.29633682Z"
        },
        "domain": {
          "domain": "google.com",
          "registered": "1997-09-15",
          "source": "https://rdap.verisign.com/com/v1/domain/google.com",
          "checkedAt": "2026-10-25T13:58:30.655543202Z"
        },
        "pages": [
          {
            "url": "https://geminicli.com/docs/changelogs",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-31T06:12:59.679928441Z",
            "changedAt": "2026-10-16T22:24:43.917434922Z",
            "fingerprint": "24695165e4c4"
          },
          {
            "url": "https://developers.google.com/gemini-code-assist/docs/deprecations/code-assist-individuals",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-31T06:08:02.646991008Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "190698b01c9e"
          },
          {
            "url": "https://docs.cloud.google.com/gemini/docs/deprecations/features",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-31T06:09:25.725177456Z",
            "changedAt": "2026-10-17T23:00:36.755457202Z",
            "fingerprint": "aeb7fbfb42ee"
          },
          {
            "url": "https://geminicli.com/docs/resources/tos-privacy",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-31T06:13:01.705893707Z",
            "changedAt": "2026-10-16T22:24:46.06478046Z",
            "fingerprint": "5c52aa00c74e"
          }
        ],
        "github": {
          "repo": "google-gemini/gemini-cli",
          "checkedAt": "2026-10-26T07:30:50.938421666Z",
          "stars": 108394,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-26T00:37:50Z",
          "openIssues": 504,
          "openPRs": 279,
          "issuesOpened90d": 451,
          "issuesClosed90d": 786,
          "prsMerged90d": 223,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 49,
            "failure": 1,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-10-23T21:25:05Z"
          },
          "replies": {
            "sampled": 11,
            "unanswered": 11
          }
        },
        "updatedAt": "2026-11-01T02:59:54.000875012Z"
      }
    },
    "edges": [
      {
        "by": 40,
        "category": "payments",
        "leads": "clawboo",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "No payment protocol (0). Read with the self-hosted rule. Free under MIT with nothing to buy (20). No card and no Clawboo account (20). One `npx` command installs and starts it with no sign-up (20). Model costs belong to the providers the owner connects.",
          "b": "Harness reading of the published rubric. No payment protocol (0). Token prices and plan prices are public without a login (20). The 1,000 requests a day Google sign-in tier ended on 18 June 2026, so its 20 goes. Whether an unpaid API key still gets 250 Flash requests a day is unclear, because the quota page lists it under a notice that Gemini CLI was replaced and the 19 May blog names only paid keys (0). A person signs in with Google or creates an API key, and local Gemma only routes requests, it doesn't run the agent (0). Total 20, down from 40 on 1 October."
        },
        "scores": {
          "a": 60,
          "b": 20
        }
      },
      {
        "by": 37,
        "category": "maintenance",
        "leads": "gemini-cli",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "0.5.0 was published to npm on 21 October 2026 (30). Two releases in the 90 days to 1 November 2026, 0.4.0 on 28 September and 0.5.0, below the three the line asks for (0). github.com was unreachable, so replies to issues, pull requests and Discussions are unchecked. The CI file cites issue #140 as fixed (3). One public npm package, current, with no entry in the official MCP registry for its four servers (10). CI, CodeQL, weekly Dependabot and SLSA provenance on 0.4.0 and 0.5.0, with `@composio/client` pinned to an alpha (8).",
          "b": "0.63.0 on 2026-10-06 (30). 16 stable releases since 3 July, plus weekly previews and nightlies (20). 583 open issues with priority labels and bot triage, and 252 open pull requests, though some P1 security reports sat unassigned (18). A TypeScript SDK in the repository and the run-gemini-cli GitHub Action, both current, but no SDK in a second language (10). CI, nightly evals and an Allstar policy (10)."
        },
        "scores": {
          "a": 51,
          "b": 88
        }
      },
      {
        "by": 32,
        "category": "transparency",
        "leads": "gemini-cli",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "MIT, Copyright 2026 Sanreds, with a third-party notices file (30). The docs list every file Clawboo writes, which copies of keys are encrypted and which are plain text, retention for stored tool results (7 days) and pending approvals (24 hours), and that prompts go only to connected providers. There is no privacy statement, and the website wasn't read (22). The 0.1.x line is deprecated on npm with a note in the changelog, and removals are dated in release notes, with no written deprecation policy or notice period (10). No telemetry, with the server's own outbound requests disclosed, though the npm update check has no setting (18).",
          "b": "Apache-2.0 (30). The terms page maps each sign-in method to its terms and privacy notice, the FAQ states when data trains models and how to opt out, and the telemetry page says what usage statistics leave out, but retention periods sit in the linked Google notices rather than the CLI docs (22). Dated deprecation notices now exist. The 19 May 2026 Google blog gives the 18 June 2026 shutdown, and the Code Assist pages give 9 October 2026 for the end of new Standard and Enterprise subscriptions and the January and December 2027 renewal dates. A written release policy, and the Google Cloud terms set the deprecation policy for Gemini products sold there (the Cloud deprecations page cites section 1). The CLI's docs carry a banner dating the replacement to 18 June 2026, but the pages beneath it still advertise the ended tier (15). Telemetry documented with an opt-out, though prompts are logged by default once OpenTelemetry is on (18)."
        },
        "scores": {
          "a": 58,
          "b": 90
        }
      },
      {
        "by": 19,
        "category": "reliability",
        "leads": "gemini-cli",
        "name": "Reliability",
        "reasons": {
          "a": "Read as local software. The official npm package `clawboo` states Node.js 22.12 or newer, and the README says macOS, Linux and Windows are supported (20). `ci.yml` runs lint, typecheck, Vitest and a real-concurrency suite on Linux and platform suites on Windows and macOS, and `publish.yml` reruns build, lint, typecheck, tests and a clean-install boot before it publishes. 0.5.0 carries provenance from that workflow on main, so its checks passed at that commit, but run results on main couldn't be read (15). github.com was unreachable, so open crash and regression issues are unchecked. A known-issues page lists 25 entries with a status each, three of them fixed on main (5). Changesets write a changelog entry per release, and removals and the 0.2.0 database reset are called out, though breaking changes arrive in minor versions before 1.0 (12). Version 0.5.0, and SECURITY.md says pre-1.0 (0).",
          "b": "Local-package reading. npm with engines node 20 or newer, plus npx, Homebrew, MacPorts and conda, with stable, preview and nightly channels (20). Public CI, and the 10 most recent Testing CI runs on main all passed, with a chained end-to-end workflow besides (25). 583 open issues and 252 open pull requests, triaged by bot and by hand with priority labels, though several P1 security reports from 13 September were unassigned (18). releases.md says the project follows semver as closely as possible with weekly minors and patch fixes between, but release notes have no breaking-change heading (8). 0.63.0, pre-1.0 (0). Issue counts are from the 2 October check."
        },
        "scores": {
          "a": 52,
          "b": 71
        }
      },
      {
        "by": 10,
        "category": "schema",
        "leads": "gemini-cli",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "Harness reading of the framework line, as for Paperclip. The REST API's 199 routes are documented per resource with parameters, bodies and responses, and the MCP tools reference gives typed arguments for every tool on the four servers, but no OpenAPI file was found (17). llms.txt, llms-full.txt and a Markdown copy of every page at `.md` on docs.claw.boo (10). The docs say what each part does and does not cover, with known issues, production defaults and a limits page that names the code line behind each number (17). Tool arguments are typed with required and optional fields and documented caps, such as 24 live subtasks per parent and limits lowered to 1,000, with free-text task bodies (12). curl examples on each API page, an events and errors reference, and the exact error strings each MCP tool returns (14). A dated changelog for every release with an Unreleased section, though API paths carry no version and every MCP server reports 0.1.0 (13).",
          "b": "Framework reading. settings.schema.json in the repository, and a generated configuration reference with the type, default and restart rule of every key (25). llms.txt at geminicli.com serving the documentation as Markdown (10). Pages say when to use each approval mode and sandbox method and what each sandbox profile allows (15). Approval modes, sandbox commands and Seatbelt profiles are enums (13). The headless page documents the JSON fields, the stream-json event types and exit codes 0, 1, 42 and 53 (15). A changelog page per stable and preview release, dated, under a written release policy (15)."
        },
        "scores": {
          "a": 83,
          "b": 93
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Sanreds",
        "b": "Google",
        "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": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT",
        "b": "Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-21",
        "b": "2026-10-06",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "couldn't be read",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "2026-10-01",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not read yet",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "not read yet",
        "b": "couldn't be read",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not read yet",
        "b": "couldn't be read",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not read yet",
        "b": "couldn't be read",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not read yet",
        "b": "couldn't be read",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "100 npm/wk",
        "b": "107k stars",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3.5/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Gemini CLI scores 66.8 (B) on agent readiness against Clawboo's 61.4 (C), and leads in 5 of 7 scored categories. Clawboo leads on payments \u0026 pricing.",
        "question": "Which is better for AI agents, Clawboo or Gemini CLI?"
      },
      {
        "answer": "Yes. Clawboo is open source (MIT). Gemini CLI is open source (Apache-2.0).",
        "question": "Are Clawboo and Gemini CLI open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Payments \u0026 pricing, 60 against 20"
        ],
        "also": [
          "No key needed to call it",
          "Free to start without a card"
        ],
        "goodFor": "One person on one computer who wants several coding and general agents on one board, with shared memory and a lead agent that routes work.",
        "slug": "clawboo",
        "watchFor": "Claude Code runs in `bypassPermissions`, Codex with `danger-full-access` and Hermes with `--yolo`, with no setting to change it and no sandbox"
      },
      {
        "aheadOn": [
          "Reliability, 71 against 52",
          "Schema \u0026 documentation, 93 against 83",
          "Maintenance \u0026 community, 88 against 51",
          "Transparency \u0026 trust, 90 against 58"
        ],
        "also": null,
        "goodFor": "Teams with a paid Gemini API key, Vertex AI credentials or existing Code Assist Standard or Enterprise licences that want an open-source harness with documented headless output.",
        "slug": "gemini-cli",
        "watchFor": "Sandboxing is off by default, and the default macOS profile allows network"
      }
    ],
    "history": {
      "clawboo": null,
      "gemini-cli": [
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 66.7,
          "fromGrade": "B",
          "to": 66.8,
          "toGrade": "B"
        },
        {
          "causes": [
            "evidence",
            "correction",
            "event"
          ],
          "date": "2026-10-10",
          "delta": -5.3,
          "from": 72,
          "fromGrade": "BB",
          "to": 66.7,
          "toGrade": "B"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-08",
          "delta": -0.3,
          "from": 72.3,
          "fromGrade": "BB",
          "to": 72,
          "toGrade": "BB"
        }
      ]
    },
    "job": {
      "capability": "agent.multi-agent",
      "name": "Multi-agent orchestration"
    },
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      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-junie.json",
        "title": "Clawboo vs Junie CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-junie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-kilo-code-cli.json",
        "title": "Clawboo vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-kimi-code-cli.json",
        "title": "Clawboo vs Kimi Code CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-kimi-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-kiro-cli.json",
        "title": "Clawboo vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-minimax-code.json",
        "title": "Clawboo vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-mistral-vibe-cli.json",
        "title": "Clawboo vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-muse-code.json",
        "title": "Clawboo vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-opencode.json",
        "title": "Clawboo vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-openhands.json",
        "title": "Clawboo vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-openmausbot.json",
        "title": "Clawboo vs OpenMausBot",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-openmausbot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-paperclip.json",
        "title": "Clawboo vs Paperclip",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-paperclip"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-parallax-agents.json",
        "title": "Clawboo vs Parallax",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-parallax-agents"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-prime-agent.json",
        "title": "Clawboo vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-prime-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.json",
        "title": "Clawboo vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-qwen-code.json",
        "title": "Clawboo vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror.json",
        "title": "Clawboo vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-rovo-dev-cli.json",
        "title": "Clawboo vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-unstoppable.json",
        "title": "Clawboo vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-unstoppable"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-vibe-trading.json",
        "title": "Clawboo vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-warp.json",
        "title": "Clawboo vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-gemini-cli.json",
        "title": "CLI Manager vs Gemini CLI",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-gemini-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-harness-autonomous.json",
        "title": "Gemini CLI vs Harness",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-harness-autonomous"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-paperclip.json",
        "title": "Gemini CLI vs Paperclip",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-paperclip"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-parallax-agents.json",
        "title": "Gemini CLI vs Parallax",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-parallax-agents"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 19,
        "clawboo": 52,
        "edge": "gemini-cli",
        "gemini-cli": 71,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 10,
        "clawboo": 83,
        "edge": "gemini-cli",
        "gemini-cli": 93,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 3,
        "clawboo": 75,
        "edge": "gemini-cli",
        "gemini-cli": 78,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 3,
        "clawboo": 70,
        "edge": "clawboo",
        "gemini-cli": 67,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 40,
        "clawboo": 60,
        "edge": "clawboo",
        "gemini-cli": 20,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 37,
        "clawboo": 51,
        "edge": "gemini-cli",
        "gemini-cli": 88,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 32,
        "clawboo": 58,
        "edge": "gemini-cli",
        "gemini-cli": 90,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Gemini CLI scores 66.8 (B) on agent readiness against Clawboo's 61.4 (C), and leads in 5 of 7 scored categories. Clawboo leads on payments \u0026 pricing. Both do multi-agent orchestration.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "clawboo": "Tasks, memory, team chat and connectors are shared across five runtimes through four MCP servers, with documentation that states each default and limit. Claude Code, Codex and Hermes run with their sandboxes and approval prompts off and no setting to change it, and a reverse-proxy exposure of the MCP servers is fixed only on the unreleased main branch.",
      "gemini-cli": "Apache-2.0, with 16 stable releases since 3 July and documented headless output. Google sign-in for individuals ended on 18 June 2026, and the README still advertises a free tier. Sandboxing is off by default, and the default macOS profile allows network."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli",
    "json": "https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli.min.md"
  },
  "markdown": "Gemini CLI scores 66.8 (B) on agent readiness against Clawboo's 61.4 (C), and leads in 5 of 7 scored categories. Clawboo leads on payments \u0026 pricing. Both do multi-agent orchestration.\n\n- Clawboo: grade C, 61.4/100, rank #555 of 1251. Markdown https://www.anchorterminal.com/tools/clawboo.md · JSON https://www.anchorterminal.com/api/v1/tools/clawboo.json\n- Gemini CLI: grade B, 66.8/100, rank #315 of 1251. Markdown https://www.anchorterminal.com/tools/gemini-cli.md · JSON https://www.anchorterminal.com/api/v1/tools/gemini-cli.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 955 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### Clawboo (C)\n\nGood for: One person on one computer who wants several coding and general agents on one board, with shared memory and a lead agent that routes work.\n\nAhead on:\n- Payments \u0026 pricing, 60 against 20\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n\nWatch for: Claude Code runs in `bypassPermissions`, Codex with `danger-full-access` and Hermes with `--yolo`, with no setting to change it and no sandbox\n\n### Gemini CLI (B)\n\nGood for: Teams with a paid Gemini API key, Vertex AI credentials or existing Code Assist Standard or Enterprise licences that want an open-source harness with documented headless output.\n\nAhead on:\n- Reliability, 71 against 52\n- Schema \u0026 documentation, 93 against 83\n- Maintenance \u0026 community, 88 against 51\n- Transparency \u0026 trust, 90 against 58\n\nWatch for: Sandboxing is off by default, and the default macOS profile allows network\n\n\n## Why the edge\n\n### Payments \u0026 pricing: Clawboo +40\n\n- Clawboo (60): No payment protocol (0). Read with the self-hosted rule. Free under MIT with nothing to buy (20). No card and no Clawboo account (20). One `npx` command installs and starts it with no sign-up (20). Model costs belong to the providers the owner connects.\n- Gemini CLI (20): Harness reading of the published rubric. No payment protocol (0). Token prices and plan prices are public without a login (20). The 1,000 requests a day Google sign-in tier ended on 18 June 2026, so its 20 goes. Whether an unpaid API key still gets 250 Flash requests a day is unclear, because the quota page lists it under a notice that Gemini CLI was replaced and the 19 May blog names only paid keys (0). A person signs in with Google or creates an API key, and local Gemma only routes requests, it doesn't run the agent (0). Total 20, down from 40 on 1 October.\n\n### Maintenance \u0026 community: Gemini CLI +37\n\n- Clawboo (51): 0.5.0 was published to npm on 21 October 2026 (30). Two releases in the 90 days to 1 November 2026, 0.4.0 on 28 September and 0.5.0, below the three the line asks for (0). github.com was unreachable, so replies to issues, pull requests and Discussions are unchecked. The CI file cites issue #140 as fixed (3). One public npm package, current, with no entry in the official MCP registry for its four servers (10). CI, CodeQL, weekly Dependabot and SLSA provenance on 0.4.0 and 0.5.0, with `@composio/client` pinned to an alpha (8).\n- Gemini CLI (88): 0.63.0 on 2026-10-06 (30). 16 stable releases since 3 July, plus weekly previews and nightlies (20). 583 open issues with priority labels and bot triage, and 252 open pull requests, though some P1 security reports sat unassigned (18). A TypeScript SDK in the repository and the run-gemini-cli GitHub Action, both current, but no SDK in a second language (10). CI, nightly evals and an Allstar policy (10).\n\n### Transparency \u0026 trust: Gemini CLI +32\n\n- Clawboo (58): MIT, Copyright 2026 Sanreds, with a third-party notices file (30). The docs list every file Clawboo writes, which copies of keys are encrypted and which are plain text, retention for stored tool results (7 days) and pending approvals (24 hours), and that prompts go only to connected providers. There is no privacy statement, and the website wasn't read (22). The 0.1.x line is deprecated on npm with a note in the changelog, and removals are dated in release notes, with no written deprecation policy or notice period (10). No telemetry, with the server's own outbound requests disclosed, though the npm update check has no setting (18).\n- Gemini CLI (90): Apache-2.0 (30). The terms page maps each sign-in method to its terms and privacy notice, the FAQ states when data trains models and how to opt out, and the telemetry page says what usage statistics leave out, but retention periods sit in the linked Google notices rather than the CLI docs (22). Dated deprecation notices now exist. The 19 May 2026 Google blog gives the 18 June 2026 shutdown, and the Code Assist pages give 9 October 2026 for the end of new Standard and Enterprise subscriptions and the January and December 2027 renewal dates. A written release policy, and the Google Cloud terms set the deprecation policy for Gemini products sold there (the Cloud deprecations page cites section 1). The CLI's docs carry a banner dating the replacement to 18 June 2026, but the pages beneath it still advertise the ended tier (15). Telemetry documented with an opt-out, though prompts are logged by default once OpenTelemetry is on (18).\n\n### Reliability: Gemini CLI +19\n\n- Clawboo (52): Read as local software. The official npm package `clawboo` states Node.js 22.12 or newer, and the README says macOS, Linux and Windows are supported (20). `ci.yml` runs lint, typecheck, Vitest and a real-concurrency suite on Linux and platform suites on Windows and macOS, and `publish.yml` reruns build, lint, typecheck, tests and a clean-install boot before it publishes. 0.5.0 carries provenance from that workflow on main, so its checks passed at that commit, but run results on main couldn't be read (15). github.com was unreachable, so open crash and regression issues are unchecked. A known-issues page lists 25 entries with a status each, three of them fixed on main (5). Changesets write a changelog entry per release, and removals and the 0.2.0 database reset are called out, though breaking changes arrive in minor versions before 1.0 (12). Version 0.5.0, and SECURITY.md says pre-1.0 (0).\n- Gemini CLI (71): Local-package reading. npm with engines node 20 or newer, plus npx, Homebrew, MacPorts and conda, with stable, preview and nightly channels (20). Public CI, and the 10 most recent Testing CI runs on main all passed, with a chained end-to-end workflow besides (25). 583 open issues and 252 open pull requests, triaged by bot and by hand with priority labels, though several P1 security reports from 13 September were unassigned (18). releases.md says the project follows semver as closely as possible with weekly minors and patch fixes between, but release notes have no breaking-change heading (8). 0.63.0, pre-1.0 (0). Issue counts are from the 2 October check.\n\n### Schema \u0026 documentation: Gemini CLI +10\n\n- Clawboo (83): Harness reading of the framework line, as for Paperclip. The REST API's 199 routes are documented per resource with parameters, bodies and responses, and the MCP tools reference gives typed arguments for every tool on the four servers, but no OpenAPI file was found (17). llms.txt, llms-full.txt and a Markdown copy of every page at `.md` on docs.claw.boo (10). The docs say what each part does and does not cover, with known issues, production defaults and a limits page that names the code line behind each number (17). Tool arguments are typed with required and optional fields and documented caps, such as 24 live subtasks per parent and limits lowered to 1,000, with free-text task bodies (12). curl examples on each API page, an events and errors reference, and the exact error strings each MCP tool returns (14). A dated changelog for every release with an Unreleased section, though API paths carry no version and every MCP server reports 0.1.0 (13).\n- Gemini CLI (93): Framework reading. settings.schema.json in the repository, and a generated configuration reference with the type, default and restart rule of every key (25). llms.txt at geminicli.com serving the documentation as Markdown (10). Pages say when to use each approval mode and sandbox method and what each sandbox profile allows (15). Approval modes, sandbox commands and Seatbelt profiles are enums (13). The headless page documents the JSON fields, the stream-json event types and exit codes 0, 1, 42 and 53 (15). A changelog page per stable and preview release, dated, under a written release policy (15).\n\n## Score by category\n\n| Category | Weight | Clawboo | Gemini CLI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 52 | 71 | Gemini CLI +19 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 83 | 93 | Gemini CLI +10 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 78 | Gemini CLI +3 |\n| Security \u0026 auth | 14% (17.5 this run) | 70 | 67 | Clawboo +3 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | Clawboo +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 51 | 88 | Gemini CLI +37 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 58 | 90 | Gemini CLI +32 |\n| Negative events | ≤15 | -4 | -5 | |\n| **Total** | | **61.4 · C** | **66.8 · B** | |\n\n## Facts side by side\n\n| Fact | Clawboo | Gemini CLI |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Sanreds | Google |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | None | OAuth or key |\n| Pricing | Free | Pay per use |\n| x402 | no | no |\n| Licence | MIT | Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-21 | 2026-10-06 |\n| Terms last updated | no document linked | couldn't be read |\n| Privacy policy last updated | no document linked | 2026-10-01 |\n| Customer content may train models | not read yet | yes |\n| Terms restrict automated access | not read yet | couldn't be read |\n| Terms restrict benchmarking | not read yet | couldn't be read |\n| Terms or service can change without notice | not read yet | couldn't be read |\n| Arbitration or class-action waiver | not read yet | couldn't be read |\n| Popularity | 100 npm/wk | 107k stars |\n| Agent reviews | none | 3.5/5 (2) |\n\n## How the scores have moved\n\n### Clawboo\n\nNo score change since it was listed.\n\n### Gemini CLI\n\n- +0.1 on 27 October 2026: checklist\n- -5.3 on 10 October 2026 (BB to B): new evidence, correction, negative event\n- -0.3 on 8 October 2026: checklist\n\n## Verdicts\n\n**Clawboo.** Tasks, memory, team chat and connectors are shared across five runtimes through four MCP servers, with documentation that states each default and limit. Claude Code, Codex and Hermes run with their sandboxes and approval prompts off and no setting to change it, and a reverse-proxy exposure of the MCP servers is fixed only on the unreleased main branch.\n\n**Gemini CLI.** Apache-2.0, with 16 stable releases since 3 July and documented headless output. Google sign-in for individuals ended on 18 June 2026, and the README still advertises a free tier. Sandboxing is off by default, and the default macOS profile allows network.\n\n## Before you call either\n\n### Clawboo\n\n1. Run `npx clawboo@latest`, not a bare `npx clawboo`, which can reuse an older cached build. Node.js 22.12 or newer is required\n2. On 0.5.0 behind nginx, Caddy or a Cloudflare Tunnel, deny `/api/mcp/` at the proxy and set `STUDIO_ACCESS_TOKEN` from `openssl rand -hex 24`\n3. Give Claude Code, Codex and Hermes teammates only work you would let run unattended, or run Clawboo under a separate user account or VM\n4. Create a hard-cap budget in Settings \u003e Insights \u003e Governance before long runs. A fresh install has no budget and new budgets only warn\n5. Install `@anthropic-ai/claude-agent-sdk` globally beside Clawboo for Claude Code teammates. A one-off `npx` run cannot load it\n\n### Gemini CLI\n\n1. Set `GEMINI_TRUST_WORKSPACE` to true only for trusted inputs in CI. Since 0.39.1 headless mode doesn't trust a folder on its own\n2. Turn on the sandbox with `-s` or `tools.sandbox`, and pick a proxied Seatbelt profile on macOS to cut network\n3. Set `privacy.usageStatisticsEnabled` to false to stop usage statistics\n4. Since 0.63.0, plans run without interactive confirmation in non-interactive mode, so set the approval mode explicitly before a headless run\n5. Authenticate with a paid Gemini API key or Vertex credentials. A Google sign-in works only for Code Assist Standard or Enterprise licences\n\n## Questions\n\n### Which is better for AI agents, Clawboo or Gemini CLI?\n\nGemini CLI scores 66.8 (B) on agent readiness against Clawboo's 61.4 (C), and leads in 5 of 7 scored categories. Clawboo leads on payments \u0026 pricing.\n\n### Are Clawboo and Gemini CLI open source?\n\nYes. Clawboo is open source (MIT). Gemini CLI is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli.json, and with the fewest tokens: https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"clawboo\", \"b\": \"gemini-cli\"}`. From a terminal: `anchor compare clawboo gemini-cli`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/clawboo.json and https://www.anchorterminal.com/api/v1/tools/gemini-cli.json\n\n## Other comparisons with Clawboo or Gemini CLI\n\n- [Agent Zero vs Gemini CLI](https://www.anchorterminal.com/compare/agent-zero-vs-gemini-cli.md)\n- [Aider vs Gemini CLI](https://www.anchorterminal.com/compare/aider-vs-gemini-cli.md)\n- [Amp vs Gemini CLI](https://www.anchorterminal.com/compare/amp-vs-gemini-cli.md)\n- [Antigravity CLI vs Gemini CLI](https://www.anchorterminal.com/compare/antigravity-cli-vs-gemini-cli.md)\n- [Auggie CLI vs Gemini CLI](https://www.anchorterminal.com/compare/auggie-vs-gemini-cli.md)\n- [Claude Code vs Gemini CLI](https://www.anchorterminal.com/compare/claude-code-vs-gemini-cli.md)\n- [Cline vs Gemini CLI](https://www.anchorterminal.com/compare/cline-vs-gemini-cli.md)\n- [Crush vs Gemini CLI](https://www.anchorterminal.com/compare/crush-vs-gemini-cli.md)\n- [Cursor CLI vs Gemini CLI](https://www.anchorterminal.com/compare/cursor-cli-vs-gemini-cli.md)\n- [DeepSeek Harness (dsh) vs Gemini CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-gemini-cli.md)\n- [dsh-superagent (DeepSeek) vs Gemini CLI](https://www.anchorterminal.com/compare/deepseek-superagent-vs-gemini-cli.md)\n- [Devin vs Gemini CLI](https://www.anchorterminal.com/compare/devin-vs-gemini-cli.md)\n- [Droid CLI vs Gemini CLI](https://www.anchorterminal.com/compare/droid-cli-vs-gemini-cli.md)\n- [Pi vs Gemini CLI](https://www.anchorterminal.com/compare/earendil-pi-vs-gemini-cli.md)\n- [Gemini CLI vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-github-copilot-cli.md)\n- [Gemini CLI vs goose](https://www.anchorterminal.com/compare/gemini-cli-vs-goose.md)\n- [Gemini CLI vs Harness²](https://www.anchorterminal.com/compare/gemini-cli-vs-harness2.md)\n- [Gemini CLI vs HarnessRouter](https://www.anchorterminal.com/compare/gemini-cli-vs-harnessrouter.md)\n- [Gemini CLI vs Jules](https://www.anchorterminal.com/compare/gemini-cli-vs-jules.md)\n- [Gemini CLI vs Junie CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-junie.md)\n- [Gemini CLI vs Kilo Code CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-kilo-code-cli.md)\n- [Gemini CLI vs Kimi Code CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-kimi-code-cli.md)\n- [Gemini CLI vs Kiro CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-kiro-cli.md)\n- [Gemini CLI vs mini-swe-agent](https://www.anchorterminal.com/compare/gemini-cli-vs-mini-swe-agent.md)\n- [Gemini CLI vs MiniMax Code](https://www.anchorterminal.com/compare/gemini-cli-vs-minimax-code.md)\n- [Gemini CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-mistral-vibe-cli.md)\n- [Gemini CLI vs Muse Code](https://www.anchorterminal.com/compare/gemini-cli-vs-muse-code.md)\n- [Gemini CLI vs 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