{
  "data": {
    "a": {
      "slug": "astrbot",
      "name": "AstrBot",
      "vendor": "AstrBotDevs",
      "vendorUrl": "https://astrbot.app",
      "kind": "harness",
      "category": "personal-assistants",
      "summary": "AstrBot is an open-source chatbot and agent program that the owner runs and connects to messaging platforms such as QQ, Telegram, Slack, Discord, Lark and WeCom, with scheduled tasks, MCP tools, plugins and a web admin panel.",
      "url": "https://www.anchorterminal.com/tools/astrbot",
      "markdownUrl": "https://www.anchorterminal.com/tools/astrbot.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/astrbot.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/astrbot.json",
      "repo": "https://github.com/AstrBotDevs/AstrBot",
      "license": "AGPL-3.0-or-later",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "astrbot"
        },
        {
          "registry": "oci",
          "name": "soulter/astrbot"
        }
      ],
      "auth": "mixed",
      "authNotes": "No account with the project. The web panel signs in with the user `astrbot` and a random initial password printed in the startup log, with optional TOTP and a login rate limit (https://github.com/AstrBotDevs/AstrBot/blob/master/docs/en/use/webui.md). Outside programs use `abk_` API keys created in Settings, OpenAPI, sent as `Authorization: Bearer` or `X-API-Key`, limited by 11 scopes and two sensitive sub-scopes and stored as PBKDF2 hashes (https://github.com/AstrBotDevs/AstrBot/blob/master/docs/en/dev/openapi.md). Messaging platform tokens and model provider keys are entered in the panel and kept in `data/cmd_config.json`.",
      "pricing": "free",
      "pricingNotes": "Free under AGPL-3.0 with nothing to buy. The EULA says the team sells no service and that a request for payment is a likely scam (https://github.com/AstrBotDevs/AstrBot/blob/master/EULA.md). The owner pays the model provider and any search or sandbox service, or nothing with a local model. The README links a paid third-party cloud host and several model resellers through referral links (checked 2026-10-12).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, the OpenAPI file or the source (checked 2026-10-12).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 41800,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://docs.astrbot.app",
      "openapi": "https://github.com/AstrBotDevs/AstrBot/blob/master/docs/public/openapi.json",
      "capabilities": [
        "assistant.proactive",
        "assistant.messaging",
        "assistant.self-hosted",
        "agent.mcp-client"
      ],
      "tags": [
        "open-source",
        "self-hosted",
        "free",
        "no-card",
        "python",
        "docker",
        "openapi",
        "agpl",
        "telemetry-default-on"
      ],
      "lastRelease": "2026-09-27",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 58.8,
        "grade": "C",
        "agentReady": false,
        "rank": 584,
        "ranked": true,
        "rankOf": 986,
        "categoryRank": 8,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 54,
          "maintenance": 81,
          "payments": 60,
          "reliability": 81,
          "schema": 62,
          "security": 44,
          "transparency": 40
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": -2,
        "negativeNotes": [
          "2025-11-14. GHSA-4m32-cjv7-f425 (CVE-2025-55449, critical, 9.8), a hard-coded JWT signing key that let an unauthenticated attacker install a plugin and run commands on any reachable instance at 3.5.17 or earlier. Patched in 3.5.18 on 21 June 2025 and published five months later, inside the last 12 months. Fixed and documented, so the deduction decays to -2. https://github.com/AstrBotDevs/AstrBot/security/advisories/GHSA-4m32-cjv7-f425"
        ],
        "verdict": "Fourteen official messaging adapters, scheduled tasks and scoped API keys come in one AGPL-3.0 program with releases most weeks. No tool call asks for approval, no mail, calendar or long-term memory connector is built in, and usage statistics, including the machine's hostname, are sent by default.",
        "bestFor": "Someone who wants one self-run bot answering on QQ, Telegram, Slack, Discord, Lark or WeCom, in private or group chats, with scheduled tasks, a knowledge base and plugins.",
        "strengths": [
          "Official adapters for 14 messaging platforms in the README table, among them QQ, Telegram, Slack, Discord, LINE, Lark, DingTalk and WeCom",
          "Agent shell, Python and file tools are off by default (`computer_use_runtime` is `none`) and limited to administrators when turned on",
          "HTTP API under `/api/v1` with a published OpenAPI file of 170 paths and API keys limited by 11 scopes, stored as PBKDF2 hashes",
          "About 15 tagged releases in the 90 days to 12 October 2026, each with a dated changelog file in English and Chinese",
          "Unit tests run on Linux, macOS and Windows, and the last master runs we saw on 12 October 2026 passed"
        ],
        "weaknesses": [
          "No approval step before any tool call. The agent sends messages, creates scheduled tasks and calls MCP tools without asking",
          "No built-in mail, calendar or file-account connector and no long-term memory of the owner. Both depend on third-party plugins or MCP servers",
          "Usage statistics are on by default and include the hostname and an installation ID, while the EULA says nothing personally identifiable is collected",
          "The web panel listens on 0.0.0.0 by default, and the repository has no SECURITY.md or security.txt",
          "No prompt-injection guidance found, although group messages, web pages and MCP results all reach the model"
        ],
        "agentNotes": [
          "Set `ASTRBOT_DISABLE_METRICS=1` before the first start. Statistics, including the hostname, are sent to tickstats.soulter.top by default",
          "Set `dashboard.host` to 127.0.0.1 in `data/cmd_config.json`, or the `DASHBOARD_HOST` variable, unless remote access is intended. The default is 0.0.0.0",
          "Create an `abk_` key in Settings, OpenAPI with only the scopes needed, and send it as `Authorization: Bearer` or `X-API-Key`",
          "Include `username` in every `POST /api/v1/chat` body. Without the `chat:admin` scope an administrator ID is rejected",
          "Check Extensions, Future Tasks after asking for a schedule. One-off tasks are deleted after their run even when the run fails"
        ],
        "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": 58.8
          }
        ],
        "editorialScores": {
          "ergonomics": 54,
          "maintenance": 81,
          "payments": 60,
          "reliability": 81,
          "schema": 62,
          "security": 44,
          "transparency": 56
        },
        "provenanceScore": 23
      },
      "connect": {
        "install": "uv tool install astrbot --python 3.12 \u0026\u0026 astrbot init \u0026\u0026 astrbot run",
        "http": "curl -N 'http://localhost:6185/api/v1/chat' -H 'Authorization: Bearer abk_xxx' -H 'Content-Type: application/json' -d '{\"message\":\"Hello\",\"username\":\"alice\"}'"
      },
      "letme": {
        "capability": "https://letme.dev/assistant.proactive",
        "tool": "https://letme.dev/astrbot"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "",
        "domain": "astrbot.app",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "https://github.com/AstrBotDevs/AstrBot/blob/master/EULA.md",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/AstrBotDevs/AstrBot/releases",
        "securityTxt": "none",
        "checked": "2026-10-12",
        "notes": [
          "No legal entity was found. The docs call AstrBot a non-profit project under the AstrBotDevs organisation, and the EULA speaks for the AstrBot Team.",
          "The EULA in the repository (last updated 12 January 2026) is the only terms document found. Its section 8 is the only privacy statement, so no privacy link is given.",
          "astrbot.app answers every path, robots.txt and `/.well-known/security.txt` included, with the same script-drawn page, so the site has no robots rules and no security.txt. docs.astrbot.app answers 404 for security.txt and llms.txt.",
          "GitHub says the project has not set up a SECURITY.md. A Report a vulnerability button is shown and two advisories are published.",
          "Usage statistics go to tickstats.soulter.top, a host outside the project's domain.",
          "The domain's registration date was not looked up."
        ],
        "score": 23
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/astrbot.json"
    },
    "answer": "AstrBot scores 58.8 (C) on agent readiness against Grok Bot's 45.2 (E), and leads in 5 of 7 scored categories. Grok Bot leads on security \u0026 auth and transparency \u0026 trust.",
    "b": {
      "slug": "grok-bot",
      "name": "Grok Bot",
      "vendor": "SpaceXAI and Cursor (Anysphere, Inc.)",
      "vendorUrl": "https://x.ai/bot",
      "kind": "platform",
      "category": "personal-assistants",
      "summary": "Hosted assistant from SpaceXAI and Cursor. Named Bots work on a persistent cloud computer with a browser, files and terminal, reached from desktop and mobile apps, Slack and X, with routines that run on a schedule.",
      "url": "https://www.anchorterminal.com/tools/grok-bot",
      "markdownUrl": "https://www.anchorterminal.com/tools/grok-bot.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/grok-bot.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/grok-bot.json",
      "license": "Proprietary",
      "transports": [],
      "packages": [],
      "auth": "mixed",
      "authNotes": "A person signs in with a Cursor account in the browser, or with Sign in with Grok for a Grok Business seat. SAML 2.0 single sign-on applies to teams, and SCIM is Enterprise only. Connectors are added from Connect apps and authenticated in the browser by OAuth, or configured with a key or token. OAuth tokens stay on Cursor's backend. For passwords, passkeys, two-factor codes, CAPTCHAs and payment confirmations the Bot hands the computer to the owner, and a secure secret request masks a value and keeps it out of the transcript and away from the model. Browser sessions then persist on the cloud computer shared by all of the user's Bots (https://docs.x.ai/grok-bot/security; https://docs.x.ai/grok-bot/approvals-security-and-privacy; https://docs.x.ai/grok-bot/team-bots). No API key or public API for the assistant was found. An Admin API for team settings is linked from the docs and was not read.",
      "pricing": "paid",
      "pricingNotes": "No separate subscription. Grok Bot is included with every paid individual Cursor plan (Pro, Pro+, Ultra) and with Cursor Teams, or through a linked individual SuperGrok, SuperGrok Plus, SuperGrok Heavy or X Premium+ subscription, or a seat on a self-serve Grok Business plan. Cursor's pricing page shows Individual at $20 a month and Teams at $40 a user a month. The Pro+ and Ultra prices sit behind tabs our reader did not see. Each tier includes weekly usage with no amount published, metered by agent steps and tokens. After that, on-demand usage is billed through Cursor up to a monthly limit the owner sets, which is not a hard stop in the middle of a run. A free trial is a usage credit with a 7-day window and never becomes a paid plan. SuperGrok Lite is not included, and a SuperGrok link cannot be undone or moved (https://cursor.com/help/grok-bot/plans; https://cursor.com/pricing; checked 2026-10-12).",
      "priceSummary": "$20 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the Grok Bot docs, the plans page or the Grok Bot Terms (checked 2026-10-12).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://docs.x.ai/grok-bot/overview",
      "llmsTxt": "https://docs.x.ai/llms.txt",
      "capabilities": [
        "assistant.proactive",
        "assistant.accounts",
        "assistant.memory",
        "assistant.messaging",
        "agent.mcp-client"
      ],
      "tags": [
        "hosted",
        "closed-source",
        "desktop-app",
        "mobile-app",
        "computer-use",
        "scheduled-routines",
        "slack",
        "status-page",
        "iso27001",
        "soc2",
        "llms-txt",
        "paid"
      ],
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 45.2,
        "grade": "E",
        "agentReady": false,
        "rank": 893,
        "ranked": true,
        "rankOf": 986,
        "categoryRank": 12,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 50,
          "maintenance": 20,
          "payments": 25,
          "reliability": 40,
          "schema": 40,
          "security": 68,
          "transparency": 66
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": 0,
        "verdict": "Connector tokens stay on Cursor's backend and each user gets a separate microVM, with approvals, drafts and a review model before risky actions. All of a user's Bots share one computer and its sign-ins, the review model skips memory writes, and the status page shows seven major Grok Bot incidents since 3 September 2026.",
        "bestFor": "A person or team already paying for Cursor or SuperGrok who wants named assistants that keep working on a cloud computer, with routines and Slack or X entry points, and who will write approval rules.",
        "strengths": [
          "Connector OAuth tokens stay on Cursor's backend. Bots call tools without receiving them, and tokens are never stored on the cloud computer",
          "Each user's work runs in a dedicated Firecracker microVM. A Bot has no identity of its own and holds no more access than the signed-in member",
          "Approvals from routines, triggers or other Bots expire after about 10 minutes and the action does not run",
          "Email and Slack messages can appear as editable drafts with Send and Discard buttons, and passwords, two-factor codes and payment confirmations are handed to the owner",
          "Markdown copies of every docs page and an llms.txt, with a security page that states what the controls do not cover"
        ],
        "weaknesses": [
          "All of one user's Bots share one cloud computer, with its files, browser sessions and command-line credentials. The docs say separate Bots are not a security boundary",
          "The review model does not check memory writes or most settings changes, and the Grok Bot Terms call approval controls aids only",
          "Deleting a Bot leaves shared files and browser sessions on the computer. No way to view or delete single memories was found in the docs read",
          "Seven incidents marked major named Grok Bot on status.cursor.com between 3 September and 6 October 2026, the longest about six and a half hours",
          "Audit logs, Action Recording, network allowlists and enforced review rules are Enterprise only. Other teams default to allow-all network access",
          "Cursor chooses the model with no picker and no fixed set of model vendors, and no Grok Bot changelog was found"
        ],
        "agentNotes": [
          "State in each request what the Bot may change and where it must stop. Which actions pause for approval depends on the tool, the risk and the owner's Auto-review rules",
          "Add narrow Ask first rules for sending, publishing, purchasing and deleting. Ask first wins over Allow automatically when both match",
          "Treat any sign-in or file on the cloud computer as available to every Bot on the account. Give a workload its own Cursor user when it needs separate credentials",
          "Run Test run with safe inputs. A test run performs real work and can call connected tools",
          "To remove access, pause routines, sign out of sites on the computer, uninstall connectors and revoke them at the source service. Deleting the Bot is not enough"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 45.2
          }
        ],
        "editorialScores": {
          "ergonomics": 50,
          "maintenance": 20,
          "payments": 25,
          "reliability": 40,
          "schema": 40,
          "security": 68,
          "transparency": 48
        },
        "provenanceScore": 84
      },
      "letme": {
        "capability": "https://letme.dev/assistant.proactive",
        "tool": "https://letme.dev/grok-bot"
      },
      "sameCompany": [
        "cursor-cli"
      ],
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Cursor Individual plan, as shown on the pricing page",
          "unit": "month",
          "usd": 20,
          "note": "Includes Grok Bot with weekly usage. On-demand usage extra"
        },
        {
          "item": "Cursor Teams plan",
          "unit": "seat-month",
          "usd": 40,
          "note": "Includes Grok Bot for every member. On-demand usage on by default"
        }
      ],
      "provenance": {
        "legalEntity": "Anysphere, Inc.",
        "domain": "cursor.com",
        "domainRegistered": "1995-12-20",
        "endpointOnVendorDomain": null,
        "terms": "https://cursor.com/en-US/terms/grok-bot",
        "privacy": "https://cursor.com/privacy",
        "statusPage": "https://status.cursor.com",
        "changelog": "",
        "securityTxt": "valid",
        "checked": "2026-10-12",
        "notes": [
          "The Grok Bot Terms (last updated 3 September 2026) supplement the agreement that governs the customer's use of the Services and define the Provider as the entity under that agreement. For a Cursor account that agreement is Cursor's Terms of Service (last updated 3 September 2026), which name Anysphere, Inc., 2261 Market Street STE 86466, San Francisco, CA 94114 (https://cursor.com/terms-of-service).",
          "The product docs are on docs.x.ai, titled SpaceXSI Docs, and name SpaceXAI. The Grok Bot Terms say they create no contractual relationship between the customer and any affiliate of the Provider. No page read states how the two companies are related.",
          "The privacy policy (last updated 11 October 2026) is Anysphere's and says it does not apply where Anysphere processes data for commercial customers as a processor.",
          "cursor.com/.well-known/security.txt gives a GitHub security page and security-reports@cursor.com as contacts and has no Expires field.",
          "The docs name api2.cursor.sh and *.cursorvm.com as the hosts the app and the cloud computer use. There is no endpoint an outside agent calls.",
          "RDAP for cursor.com gives a registration date of 1995-12-20.",
          "No changelog for Grok Bot was found. Cursor's changelog entries from 29 July to 6 October 2026 do not mention it.",
          "docs.x.ai's robots.txt allows every path with Content-Signal ai-input=yes. x.ai's robots.txt does the same, but x.ai/bot and status.x.ai answered HTTP 403."
        ],
        "score": 84
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/grok-bot.json",
      "live": {
        "slug": "grok-bot",
        "vendorStatus": {
          "page": "https://status.cursor.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-12T18:56:36.692375788Z"
        },
        "updatedAt": "2026-10-12T18:56:36.692375788Z"
      }
    },
    "facts": [
      {
        "a": "Agent harness",
        "b": "Platform",
        "name": "Kind"
      },
      {
        "a": "AstrBotDevs",
        "b": "SpaceXAI and Cursor (Anysphere, Inc.)",
        "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": "Free",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "AGPL-3.0-or-later",
        "b": "Proprietary",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-27",
        "b": "none",
        "name": "Last release"
      },
      {
        "a": "2026-01-12",
        "b": "2026-09-03",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "2026-09-29",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "42k stars",
        "b": "none",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "AstrBot scores 58.8 (C) on agent readiness against Grok Bot's 45.2 (E), and leads in 5 of 7 scored categories. Grok Bot leads on security \u0026 auth and transparency \u0026 trust.",
        "question": "Which is better for AI agents, AstrBot or Grok Bot?"
      },
      {
        "answer": "AstrBot is open source (AGPL-3.0-or-later). No open-source release is listed for Grok Bot.",
        "question": "Are AstrBot and Grok Bot open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 81 against 40",
          "Schema \u0026 documentation, 62 against 40",
          "Payments \u0026 pricing, 60 against 25",
          "Maintenance \u0026 community, 81 against 20"
        ],
        "also": [
          "Free to start without a card",
          "Open source"
        ],
        "goodFor": "Someone who wants one self-run bot answering on QQ, Telegram, Slack, Discord, Lark or WeCom, in private or group chats, with scheduled tasks, a knowledge base and plugins.",
        "slug": "astrbot",
        "watchFor": "No approval step before any tool call. The agent sends messages, creates scheduled tasks and calls MCP tools without asking"
      },
      {
        "aheadOn": [
          "Security \u0026 auth, 68 against 44",
          "Transparency \u0026 trust, 66 against 40"
        ],
        "also": null,
        "goodFor": "A person or team already paying for Cursor or SuperGrok who wants named assistants that keep working on a cloud computer, with routines and Slack or X entry points, and who will write approval rules.",
        "slug": "grok-bot",
        "watchFor": "All of one user's Bots share one cloud computer, with its files, browser sessions and command-line credentials. The docs say separate Bots are not a security boundary"
      }
    ],
    "job": {
      "capability": "assistant.proactive",
      "name": "Assistant proactive"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-cowagent.json",
        "title": "AstrBot vs CowAgent",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-cowagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-gaia.json",
        "title": "AstrBot vs GAIA",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-gaia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-gemini-spark.json",
        "title": "AstrBot vs Gemini Spark",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-gemini-spark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-haven.json",
        "title": "AstrBot vs Haven",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-haven"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-hermes-agent.json",
        "title": "AstrBot vs Hermes Agent",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-hermes-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-instinct.json",
        "title": "AstrBot vs Instinct",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-instinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-ironclaw.json",
        "title": "AstrBot vs IronClaw",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-ironclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-leon.json",
        "title": "AstrBot vs Leon",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-leon"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-lindy.json",
        "title": "AstrBot vs Lindy",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-nanobot.json",
        "title": "AstrBot vs nanobot",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-nanobot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-nanoclaw.json",
        "title": "AstrBot vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-openai-dots.json",
        "title": "AstrBot vs Dots",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-openai-dots"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-openclaw.json",
        "title": "AstrBot vs OpenClaw",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-openclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-picoclaw.json",
        "title": "AstrBot vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-poke.json",
        "title": "AstrBot vs Poke",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw.json",
        "title": "AstrBot vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-zeroclaw.json",
        "title": "AstrBot vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-zo-computer.json",
        "title": "AstrBot vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-grok-bot.json",
        "title": "CowAgent vs Grok Bot",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-grok-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-grok-bot.json",
        "title": "GAIA vs Grok Bot",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-grok-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot.json",
        "title": "Gemini Spark vs Grok Bot",
        "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-haven.json",
        "title": "Grok Bot vs Haven",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-haven"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-hermes-agent.json",
        "title": "Grok Bot vs Hermes Agent",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-hermes-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-instinct.json",
        "title": "Grok Bot vs Instinct",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-instinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-ironclaw.json",
        "title": "Grok Bot vs IronClaw",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-ironclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-leon.json",
        "title": "Grok Bot vs Leon",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-leon"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-lindy.json",
        "title": "Grok Bot vs Lindy",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-nanobot.json",
        "title": "Grok Bot vs nanobot",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-nanobot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-nanoclaw.json",
        "title": "Grok Bot vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-openai-dots.json",
        "title": "Grok Bot vs Dots",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-openai-dots"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-openclaw.json",
        "title": "Grok Bot vs OpenClaw",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-openclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-picoclaw.json",
        "title": "Grok Bot vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-poke.json",
        "title": "Grok Bot vs Poke",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-qwenpaw.json",
        "title": "Grok Bot vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-zeroclaw.json",
        "title": "Grok Bot vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-zo-computer.json",
        "title": "Grok Bot vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-zo-computer"
      }
    ],
    "scores": [
      {
        "astrbot": 81,
        "by": 41,
        "edge": "astrbot",
        "grok-bot": 40,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "astrbot": 62,
        "by": 22,
        "edge": "astrbot",
        "grok-bot": 40,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "astrbot": 54,
        "by": 4,
        "edge": "astrbot",
        "grok-bot": 50,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "astrbot": 44,
        "by": 24,
        "edge": "grok-bot",
        "grok-bot": 68,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "astrbot": 60,
        "by": 35,
        "edge": "astrbot",
        "grok-bot": 25,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "astrbot": 81,
        "by": 61,
        "edge": "astrbot",
        "grok-bot": 20,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "astrbot": 40,
        "by": 26,
        "edge": "grok-bot",
        "grok-bot": 66,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "AstrBot scores 58.8 (C) on agent readiness against Grok Bot's 45.2 (E), and leads in 5 of 7 scored categories. Grok Bot leads on security \u0026 auth and transparency \u0026 trust. Both do assistant proactive.",
    "verdicts": {
      "astrbot": "Fourteen official messaging adapters, scheduled tasks and scoped API keys come in one AGPL-3.0 program with releases most weeks. No tool call asks for approval, no mail, calendar or long-term memory connector is built in, and usage statistics, including the machine's hostname, are sent by default.",
      "grok-bot": "Connector tokens stay on Cursor's backend and each user gets a separate microVM, with approvals, drafts and a review model before risky actions. All of a user's Bots share one computer and its sign-ins, the review model skips memory writes, and the status page shows seven major Grok Bot incidents since 3 September 2026."
    }
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    "json": "https://www.anchorterminal.com/compare/astrbot-vs-grok-bot.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/astrbot-vs-grok-bot.md",
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  "markdown": "AstrBot scores 58.8 (C) on agent readiness against Grok Bot's 45.2 (E), and leads in 5 of 7 scored categories. Grok Bot leads on security \u0026 auth and transparency \u0026 trust. Both do assistant proactive.\n\n- AstrBot: grade C, 58.8/100, rank #584 of 986. Markdown https://www.anchorterminal.com/tools/astrbot.md · JSON https://www.anchorterminal.com/api/v1/tools/astrbot.json\n- Grok Bot: grade E, 45.2/100, rank #893 of 986. Markdown https://www.anchorterminal.com/tools/grok-bot.md · JSON https://www.anchorterminal.com/api/v1/tools/grok-bot.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 190 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md\n\n## Which one, for what\n\n### AstrBot (C)\n\nGood for: Someone who wants one self-run bot answering on QQ, Telegram, Slack, Discord, Lark or WeCom, in private or group chats, with scheduled tasks, a knowledge base and plugins.\n\nAhead on:\n- Reliability, 81 against 40\n- Schema \u0026 documentation, 62 against 40\n- Payments \u0026 pricing, 60 against 25\n- Maintenance \u0026 community, 81 against 20\n\nAlso in its favour:\n- Free to start without a card\n- Open source\n\nWatch for: No approval step before any tool call. The agent sends messages, creates scheduled tasks and calls MCP tools without asking\n\n### Grok Bot (E)\n\nGood for: A person or team already paying for Cursor or SuperGrok who wants named assistants that keep working on a cloud computer, with routines and Slack or X entry points, and who will write approval rules.\n\nAhead on:\n- Security \u0026 auth, 68 against 44\n- Transparency \u0026 trust, 66 against 40\n\nWatch for: All of one user's Bots share one cloud computer, with its files, browser sessions and command-line credentials. The docs say separate Bots are not a security boundary\n\n\n## Score by category\n\n| Category | Weight | AstrBot | Grok Bot | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 81 | 40 | AstrBot +41 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 62 | 40 | AstrBot +22 |\n| Agent ergonomics | 13% (16.2 this run) | 54 | 50 | AstrBot +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 44 | 68 | Grok Bot +24 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 25 | AstrBot +35 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 81 | 20 | AstrBot +61 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 40 | 66 | Grok Bot +26 |\n| Negative events | ≤15 | -2 | 0 | |\n| **Total** | | **58.8 · C** | **45.2 · E** | |\n\n## Facts side by side\n\n| Fact | AstrBot | Grok Bot |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | AstrBotDevs | SpaceXAI and Cursor (Anysphere, Inc.) |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Free | Paid |\n| x402 | no | no |\n| Licence | AGPL-3.0-or-later | Proprietary |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-09-27 | none |\n| Terms last updated | 2026-01-12 | 2026-09-03 |\n| Privacy policy last updated | no document linked | 2026-09-29 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 42k stars | none |\n\n## Verdicts\n\n**AstrBot.** Fourteen official messaging adapters, scheduled tasks and scoped API keys come in one AGPL-3.0 program with releases most weeks. No tool call asks for approval, no mail, calendar or long-term memory connector is built in, and usage statistics, including the machine's hostname, are sent by default.\n\n**Grok Bot.** Connector tokens stay on Cursor's backend and each user gets a separate microVM, with approvals, drafts and a review model before risky actions. All of a user's Bots share one computer and its sign-ins, the review model skips memory writes, and the status page shows seven major Grok Bot incidents since 3 September 2026.\n\n## Before you call either\n\n### AstrBot\n\n1. Set `ASTRBOT_DISABLE_METRICS=1` before the first start. Statistics, including the hostname, are sent to tickstats.soulter.top by default\n2. Set `dashboard.host` to 127.0.0.1 in `data/cmd_config.json`, or the `DASHBOARD_HOST` variable, unless remote access is intended. The default is 0.0.0.0\n3. Create an `abk_` key in Settings, OpenAPI with only the scopes needed, and send it as `Authorization: Bearer` or `X-API-Key`\n4. Include `username` in every `POST /api/v1/chat` body. Without the `chat:admin` scope an administrator ID is rejected\n5. Check Extensions, Future Tasks after asking for a schedule. One-off tasks are deleted after their run even when the run fails\n\n### Grok Bot\n\n1. State in each request what the Bot may change and where it must stop. Which actions pause for approval depends on the tool, the risk and the owner's Auto-review rules\n2. Add narrow Ask first rules for sending, publishing, purchasing and deleting. Ask first wins over Allow automatically when both match\n3. Treat any sign-in or file on the cloud computer as available to every Bot on the account. Give a workload its own Cursor user when it needs separate credentials\n4. Run Test run with safe inputs. A test run performs real work and can call connected tools\n5. To remove access, pause routines, sign out of sites on the computer, uninstall connectors and revoke them at the source service. Deleting the Bot is not enough\n\n## Questions\n\n### Which is better for AI agents, AstrBot or Grok Bot?\n\nAstrBot scores 58.8 (C) on agent readiness against Grok Bot's 45.2 (E), and leads in 5 of 7 scored categories. Grok Bot leads on security \u0026 auth and transparency \u0026 trust.\n\n### Are AstrBot and Grok Bot open source?\n\nAstrBot is open source (AGPL-3.0-or-later). No open-source release is listed for Grok Bot.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/astrbot-vs-grok-bot.json, and with the fewest tokens: https://www.anchorterminal.com/compare/astrbot-vs-grok-bot.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"astrbot\", \"b\": \"grok-bot\"}`. From a terminal: `anchor compare astrbot grok-bot`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/astrbot.json and https://www.anchorterminal.com/api/v1/tools/grok-bot.json\n\n## Other comparisons with AstrBot or Grok Bot\n\n- [AstrBot vs CowAgent](https://www.anchorterminal.com/compare/astrbot-vs-cowagent.md)\n- [AstrBot vs GAIA](https://www.anchorterminal.com/compare/astrbot-vs-gaia.md)\n- [AstrBot vs Gemini Spark](https://www.anchorterminal.com/compare/astrbot-vs-gemini-spark.md)\n- [AstrBot vs Haven](https://www.anchorterminal.com/compare/astrbot-vs-haven.md)\n- [AstrBot vs Hermes Agent](https://www.anchorterminal.com/compare/astrbot-vs-hermes-agent.md)\n- [AstrBot vs Instinct](https://www.anchorterminal.com/compare/astrbot-vs-instinct.md)\n- [AstrBot vs IronClaw](https://www.anchorterminal.com/compare/astrbot-vs-ironclaw.md)\n- [AstrBot vs Leon](https://www.anchorterminal.com/compare/astrbot-vs-leon.md)\n- [AstrBot vs Lindy](https://www.anchorterminal.com/compare/astrbot-vs-lindy.md)\n- [AstrBot vs nanobot](https://www.anchorterminal.com/compare/astrbot-vs-nanobot.md)\n- [AstrBot vs NanoClaw](https://www.anchorterminal.com/compare/astrbot-vs-nanoclaw.md)\n- [AstrBot vs Dots](https://www.anchorterminal.com/compare/astrbot-vs-openai-dots.md)\n- [AstrBot vs OpenClaw](https://www.anchorterminal.com/compare/astrbot-vs-openclaw.md)\n- [AstrBot vs PicoClaw](https://www.anchorterminal.com/compare/astrbot-vs-picoclaw.md)\n- [AstrBot vs Poke](https://www.anchorterminal.com/compare/astrbot-vs-poke.md)\n- [AstrBot vs QwenPaw](https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw.md)\n- [AstrBot vs ZeroClaw](https://www.anchorterminal.com/compare/astrbot-vs-zeroclaw.md)\n- [AstrBot vs Zo Computer](https://www.anchorterminal.com/compare/astrbot-vs-zo-computer.md)\n- [CowAgent vs Grok Bot](https://www.anchorterminal.com/compare/cowagent-vs-grok-bot.md)\n- [GAIA vs Grok Bot](https://www.anchorterminal.com/compare/gaia-vs-grok-bot.md)\n- [Gemini Spark vs Grok Bot](https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot.md)\n- [Grok Bot vs Haven](https://www.anchorterminal.com/compare/grok-bot-vs-haven.md)\n- [Grok Bot vs Hermes Agent](https://www.anchorterminal.com/compare/grok-bot-vs-hermes-agent.md)\n- [Grok Bot vs Instinct](https://www.anchorterminal.com/compare/grok-bot-vs-instinct.md)\n- [Grok Bot vs IronClaw](https://www.anchorterminal.com/compare/grok-bot-vs-ironclaw.md)\n- [Grok Bot vs Leon](https://www.anchorterminal.com/compare/grok-bot-vs-leon.md)\n- [Grok Bot vs Lindy](https://www.anchorterminal.com/compare/grok-bot-vs-lindy.md)\n- [Grok Bot vs nanobot](https://www.anchorterminal.com/compare/grok-bot-vs-nanobot.md)\n- [Grok Bot vs NanoClaw](https://www.anchorterminal.com/compare/grok-bot-vs-nanoclaw.md)\n- [Grok Bot vs Dots](https://www.anchorterminal.com/compare/grok-bot-vs-openai-dots.md)\n- [Grok Bot vs OpenClaw](https://www.anchorterminal.com/compare/grok-bot-vs-openclaw.md)\n- [Grok Bot vs PicoClaw](https://www.anchorterminal.com/compare/grok-bot-vs-picoclaw.md)\n- [Grok Bot vs Poke](https://www.anchorterminal.com/compare/grok-bot-vs-poke.md)\n- [Grok Bot vs QwenPaw](https://www.anchorterminal.com/compare/grok-bot-vs-qwenpaw.md)\n- [Grok Bot vs ZeroClaw](https://www.anchorterminal.com/compare/grok-bot-vs-zeroclaw.md)\n- [Grok Bot vs Zo Computer](https://www.anchorterminal.com/compare/grok-bot-vs-zo-computer.md)\n",
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    "title": "AstrBot vs Grok Bot for AI agents in 2026: scores and prices",
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