{
  "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": 585,
        "ranked": true,
        "rankOf": 993,
        "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",
      "live": {
        "slug": "astrbot",
        "versions": [
          {
            "registry": "github",
            "name": "AstrBotDevs/AstrBot",
            "version": "v4.29.0-beta.2",
            "released": "2026-10-10",
            "seenAt": "2026-10-12T21:48:45.09446183Z"
          },
          {
            "registry": "pypi",
            "name": "astrbot",
            "version": "4.28.2",
            "released": "2026-09-27",
            "seenAt": "2026-10-12T21:48:44.901664851Z"
          }
        ],
        "githubStars": 41782,
        "pypiWeekly": 3040,
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/AstrBotDevs/AstrBot/master/EULA.md",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-12T19:57:17.960034624Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "7ae5843e8a0a"
          }
        ],
        "updatedAt": "2026-10-12T21:48:45.09446183Z"
      }
    },
    "answer": "AstrBot scores 58.8 (C) on agent readiness against Talorys's 28.9 (F), and leads in 4 of 7 scored categories. Talorys leads on transparency \u0026 trust.",
    "b": {
      "slug": "talorys",
      "name": "Talorys",
      "vendor": "Roc Yu (rociiu) and contributors",
      "vendorUrl": "https://github.com/rociiu/talorys",
      "kind": "platform",
      "category": "personal-assistants",
      "summary": "Talorys is an open-source, single-user personal AI assistant that its owner deploys into their own Cloudflare account with one command. It chats, keeps editable memories, and manages tasks, notes, projects, reminders and scheduled routines.",
      "url": "https://www.anchorterminal.com/tools/talorys",
      "markdownUrl": "https://www.anchorterminal.com/tools/talorys.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/talorys.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/talorys.json",
      "repo": "https://github.com/rociiu/talorys",
      "license": "MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "create-talorys"
        }
      ],
      "auth": "mixed",
      "authNotes": "The installer signs in to Cloudflare through Wrangler's OAuth flow, or uses an API token with Workers Scripts, Pages, Workers AI and Account Settings permissions. The owner password is hashed locally with PBKDF2-SHA256 and stored as a Worker secret. The web app uses an HttpOnly session cookie, and every non-GET request needs an x-talorys-request header and a same-origin Origin (https://github.com/rociiu/talorys/blob/main/docs/security.md). There is no API key, MCP server or signup.",
      "pricing": "free",
      "pricingNotes": "Free and MIT-licensed, designed to fit the Cloudflare Workers Free plan, including a daily Workers AI allocation. On a paid Cloudflare plan, use beyond the included amounts is billed by Cloudflare (https://github.com/rociiu/talorys#7-what-is-free-and-what-may-cost-money).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No payment protocol. Talorys has no billing of its own, checked 12 October 2026.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 978,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://github.com/rociiu/talorys/tree/main/docs",
      "capabilities": [
        "assistant.memory",
        "assistant.self-hosted",
        "memory.user",
        "memory.search",
        "tasks.create",
        "tasks.update",
        "notify.in-app"
      ],
      "tags": [
        "open-source",
        "self-hosted",
        "free",
        "typescript",
        "cloudflare"
      ],
      "lastRelease": "2026-10-12",
      "graded": true,
      "disclosure": "Talorys competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.",
      "competesWith": "localghost",
      "anchor": {
        "graded": true,
        "score": 28.9,
        "grade": "F",
        "agentReady": false,
        "rank": 976,
        "ranked": true,
        "rankOf": 993,
        "categoryRank": 19,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 0,
          "maintenance": 83,
          "payments": 60,
          "reliability": 41,
          "schema": 0,
          "security": 8,
          "transparency": 52
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": 0,
        "verdict": "Talorys is an MIT-licensed assistant its owner deploys to their own Cloudflare account, with no telemetry, a documented threat model and code-enforced confirmation for destructive tools. It is two days old at version 0.1.5, has no mail, calendar or payment connections, and no interface for an outside agent.",
        "bestFor": "A single person who wants a private assistant for memory, tasks, notes and reminders on their own Cloudflare account.",
        "disclosure": "Talorys competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.",
        "strengths": [
          "MIT licence, and no telemetry, analytics or tracking, stated in the README and confirmed in the code.",
          "Destructive tools need confirmation in the owner's latest message, enforced in code, and scheduled runs get read-only tools.",
          "SECURITY.md with private reporting, a 3-business-day acknowledgement target and a threat model.",
          "Designed to fit Cloudflare's Workers Free plan, with nothing to buy from Talorys."
        ],
        "weaknesses": [
          "No API key, MCP server or A2A endpoint, and the /api routes need the owner's browser session.",
          "First released on 10 October 2026 and still pre-1.0 at 0.1.5.",
          "No changelog or breaking-change notes.",
          "No mail, calendar, booking, payment or messaging connections in the code."
        ],
        "agentNotes": [
          "Run `npx create-talorys@latest` with Node.js 22 or later and a Cloudflare login or an API token with Workers, Pages and Workers AI permissions.",
          "Don't script the /api routes. They need the owner's session cookie and CSRF header and aren't documented for other callers.",
          "Update with `npx create-talorys@latest update`. Only the latest version gets security fixes."
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "F",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 28.9
          }
        ],
        "editorialScores": {
          "ergonomics": 0,
          "maintenance": 83,
          "payments": 60,
          "reliability": 41,
          "schema": 0,
          "security": 8,
          "transparency": 77
        },
        "provenanceScore": 27
      },
      "connect": {
        "install": "npx create-talorys@latest   # Node.js 22+, signs in to Cloudflare and deploys into your account"
      },
      "letme": {
        "capability": "https://letme.dev/assistant.memory",
        "tool": "https://letme.dev/talorys"
      },
      "sameCompany": [
        "github-mcp-server",
        "github-copilot-cli"
      ],
      "area": "frameworks",
      "provenance": {
        "legalEntity": "",
        "domain": "github.com",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/rociiu/talorys/commits/main",
        "securityTxt": "none",
        "checked": "2026-10-12",
        "notes": [
          "No company, terms of service or privacy policy. The MIT licence names The Talorys contributors, and Cloudflare's terms and privacy policy cover the hosting.",
          "Security reports go through GitHub private vulnerability reporting per SECURITY.md. There is no security.txt.",
          "There is no hosted endpoint. Each install answers on the owner's own pages.dev address.",
          "GitHub star count was not checked because the GitHub API was not available to us."
        ],
        "score": 27
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/talorys.json",
      "live": {
        "slug": "talorys",
        "versions": [
          {
            "registry": "npm",
            "name": "create-talorys",
            "version": "0.1.5",
            "seenAt": "2026-10-12T22:32:28.340613655Z"
          }
        ],
        "githubStars": 892,
        "npmWeekly": 978,
        "updatedAt": "2026-10-12T22:32:29.267294141Z"
      }
    },
    "facts": [
      {
        "a": "Agent harness",
        "b": "Platform",
        "name": "Kind"
      },
      {
        "a": "AstrBotDevs",
        "b": "Roc Yu (rociiu) and contributors",
        "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": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "AGPL-3.0-or-later",
        "b": "MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-27",
        "b": "2026-10-12",
        "name": "Last release"
      },
      {
        "a": "2026-01-12",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "42k stars",
        "b": "978 npm/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "AstrBot scores 58.8 (C) on agent readiness against Talorys's 28.9 (F), and leads in 4 of 7 scored categories. Talorys leads on transparency \u0026 trust.",
        "question": "Which is better for AI agents, AstrBot or Talorys?"
      },
      {
        "answer": "Yes. AstrBot is open source (AGPL-3.0-or-later). Talorys is open source (MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.).",
        "question": "Are AstrBot and Talorys open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 81 against 41",
          "Schema \u0026 documentation, 62 against 0",
          "Agent ergonomics, 54 against 0",
          "Security \u0026 auth, 44 against 8"
        ],
        "also": [
          "Free to start without a card"
        ],
        "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": [
          "Transparency \u0026 trust, 52 against 40"
        ],
        "also": null,
        "goodFor": "A single person who wants a private assistant for memory, tasks, notes and reminders on their own Cloudflare account.",
        "slug": "talorys",
        "watchFor": "No API key, MCP server or A2A endpoint, and the /api routes need the owner's browser session."
      }
    ],
    "job": {
      "capability": "assistant.self-hosted",
      "name": "Self-hosted personal assistants"
    },
    "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-grok-bot.json",
        "title": "AstrBot vs Grok Bot",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-grok-bot"
      },
      {
        "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-talorys.json",
        "title": "CowAgent vs Talorys",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-talorys.json",
        "title": "GAIA vs Talorys",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-talorys.json",
        "title": "Gemini Spark vs Talorys",
        "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-talorys.json",
        "title": "Grok Bot vs Talorys",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/haven-vs-talorys.json",
        "title": "Haven vs Talorys",
        "url": "https://www.anchorterminal.com/compare/haven-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-talorys.json",
        "title": "Hermes Agent vs Talorys",
        "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/instinct-vs-talorys.json",
        "title": "Instinct vs Talorys",
        "url": "https://www.anchorterminal.com/compare/instinct-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ironclaw-vs-talorys.json",
        "title": "IronClaw vs Talorys",
        "url": "https://www.anchorterminal.com/compare/ironclaw-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/leon-vs-talorys.json",
        "title": "Leon vs Talorys",
        "url": "https://www.anchorterminal.com/compare/leon-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-talorys.json",
        "title": "Lindy vs Talorys",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nanobot-vs-talorys.json",
        "title": "nanobot vs Talorys",
        "url": "https://www.anchorterminal.com/compare/nanobot-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-talorys.json",
        "title": "NanoClaw vs Talorys",
        "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/natura-vs-talorys.json",
        "title": "Natura tinyNature vs Talorys",
        "url": "https://www.anchorterminal.com/compare/natura-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-dots-vs-talorys.json",
        "title": "Dots vs Talorys",
        "url": "https://www.anchorterminal.com/compare/openai-dots-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openclaw-vs-talorys.json",
        "title": "OpenClaw vs Talorys",
        "url": "https://www.anchorterminal.com/compare/openclaw-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pally-vs-talorys.json",
        "title": "Pally vs Talorys",
        "url": "https://www.anchorterminal.com/compare/pally-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/picoclaw-vs-talorys.json",
        "title": "PicoClaw vs Talorys",
        "url": "https://www.anchorterminal.com/compare/picoclaw-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-talorys.json",
        "title": "Poke vs Talorys",
        "url": "https://www.anchorterminal.com/compare/poke-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-talorys.json",
        "title": "QwenPaw vs Talorys",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/talorys-vs-tomo.json",
        "title": "Talorys vs Tomo",
        "url": "https://www.anchorterminal.com/compare/talorys-vs-tomo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/talorys-vs-wajo.json",
        "title": "Talorys vs Wajo (Fo)",
        "url": "https://www.anchorterminal.com/compare/talorys-vs-wajo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/talorys-vs-zeroclaw.json",
        "title": "Talorys vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/talorys-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/talorys-vs-zo-computer.json",
        "title": "Talorys vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/talorys-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-natura.json",
        "title": "AstrBot vs Natura tinyNature",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-natura"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-pally.json",
        "title": "AstrBot vs Pally",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-pally"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-tomo.json",
        "title": "AstrBot vs Tomo",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-tomo"
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    ],
    "scores": [
      {
        "astrbot": 81,
        "by": 40,
        "edge": "astrbot",
        "key": "reliability",
        "name": "Reliability",
        "talorys": 41,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "astrbot": 62,
        "by": 62,
        "edge": "astrbot",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "talorys": 0,
        "weight": 13
      },
      {
        "astrbot": 54,
        "by": 54,
        "edge": "astrbot",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "talorys": 0,
        "weight": 13
      },
      {
        "astrbot": 44,
        "by": 36,
        "edge": "astrbot",
        "key": "security",
        "name": "Security \u0026 auth",
        "talorys": 8,
        "weight": 14
      },
      {
        "astrbot": 60,
        "by": 0,
        "edge": "",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "talorys": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "astrbot": 81,
        "by": 2,
        "edge": "talorys",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "talorys": 83,
        "weight": 7
      },
      {
        "astrbot": 40,
        "by": 12,
        "edge": "talorys",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "talorys": 52,
        "weight": 7
      }
    ],
    "summary": "AstrBot scores 58.8 (C) on agent readiness against Talorys's 28.9 (F), and leads in 4 of 7 scored categories. Talorys leads on transparency \u0026 trust. Both do self-hosted personal assistants.",
    "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.",
      "talorys": "Talorys is an MIT-licensed assistant its owner deploys to their own Cloudflare account, with no telemetry, a documented threat model and code-enforced confirmation for destructive tools. It is two days old at version 0.1.5, has no mail, calendar or payment connections, and no interface for an outside agent."
    }
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  "markdown": "AstrBot scores 58.8 (C) on agent readiness against Talorys's 28.9 (F), and leads in 4 of 7 scored categories. Talorys leads on transparency \u0026 trust. Both do self-hosted personal assistants.\n\n- AstrBot: grade C, 58.8/100, rank #585 of 993. Markdown https://www.anchorterminal.com/tools/astrbot.md · JSON https://www.anchorterminal.com/api/v1/tools/astrbot.json\n- Talorys: grade F, 28.9/100, rank #976 of 993. Markdown https://www.anchorterminal.com/tools/talorys.md · JSON https://www.anchorterminal.com/api/v1/tools/talorys.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 314 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 41\n- Schema \u0026 documentation, 62 against 0\n- Agent ergonomics, 54 against 0\n- Security \u0026 auth, 44 against 8\n\nAlso in its favour:\n- Free to start without a card\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### Talorys (F)\n\nGood for: A single person who wants a private assistant for memory, tasks, notes and reminders on their own Cloudflare account.\n\nAhead on:\n- Transparency \u0026 trust, 52 against 40\n\nWatch for: No API key, MCP server or A2A endpoint, and the /api routes need the owner's browser session.\n\n\n## Score by category\n\n| Category | Weight | AstrBot | Talorys | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 81 | 41 | AstrBot +40 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 62 | 0 | AstrBot +62 |\n| Agent ergonomics | 13% (16.2 this run) | 54 | 0 | AstrBot +54 |\n| Security \u0026 auth | 14% (17.5 this run) | 44 | 8 | AstrBot +36 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 60 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 81 | 83 | Talorys +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 40 | 52 | Talorys +12 |\n| Negative events | ≤15 | -2 | 0 | |\n| **Total** | | **58.8 · C** | **28.9 · F** | |\n\n## Facts side by side\n\n| Fact | AstrBot | Talorys |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | AstrBotDevs | Roc Yu (rociiu) and contributors |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | AGPL-3.0-or-later | MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms. |\n| Read-only variant documented | no | yes |\n| llms.txt | no | no |\n| Last release | 2026-09-27 | 2026-10-12 |\n| Terms last updated | 2026-01-12 | no document linked |\n| Privacy policy last updated | no document linked | no document linked |\n| Customer content may train models | not found in the text |  |\n| Terms restrict automated access | not found in the text |  |\n| Terms restrict benchmarking | not found in the text |  |\n| Terms or service can change without notice | not found in the text |  |\n| Arbitration or class-action waiver | not found in the text |  |\n| Popularity | 42k stars | 978 npm/wk |\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**Talorys.** Talorys is an MIT-licensed assistant its owner deploys to their own Cloudflare account, with no telemetry, a documented threat model and code-enforced confirmation for destructive tools. It is two days old at version 0.1.5, has no mail, calendar or payment connections, and no interface for an outside agent.\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### Talorys\n\n1. Run `npx create-talorys@latest` with Node.js 22 or later and a Cloudflare login or an API token with Workers, Pages and Workers AI permissions.\n2. Don't script the /api routes. They need the owner's session cookie and CSRF header and aren't documented for other callers.\n3. Update with `npx create-talorys@latest update`. Only the latest version gets security fixes.\n\n## Questions\n\n### Which is better for AI agents, AstrBot or Talorys?\n\nAstrBot scores 58.8 (C) on agent readiness against Talorys's 28.9 (F), and leads in 4 of 7 scored categories. Talorys leads on transparency \u0026 trust.\n\n### Are AstrBot and Talorys open source?\n\nYes. AstrBot is open source (AGPL-3.0-or-later). Talorys is open source (MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/astrbot-vs-talorys.json, and with the fewest tokens: https://www.anchorterminal.com/compare/astrbot-vs-talorys.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"astrbot\", \"b\": \"talorys\"}`. From a terminal: `anchor compare astrbot talorys`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/astrbot.json and https://www.anchorterminal.com/api/v1/tools/talorys.json\n\n## Other comparisons with AstrBot or Talorys\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 Grok Bot](https://www.anchorterminal.com/compare/astrbot-vs-grok-bot.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 Talorys](https://www.anchorterminal.com/compare/cowagent-vs-talorys.md)\n- [GAIA vs Talorys](https://www.anchorterminal.com/compare/gaia-vs-talorys.md)\n- [Gemini Spark vs Talorys](https://www.anchorterminal.com/compare/gemini-spark-vs-talorys.md)\n- [Grok Bot vs Talorys](https://www.anchorterminal.com/compare/grok-bot-vs-talorys.md)\n- [Haven vs Talorys](https://www.anchorterminal.com/compare/haven-vs-talorys.md)\n- [Hermes Agent vs Talorys](https://www.anchorterminal.com/compare/hermes-agent-vs-talorys.md)\n- [Instinct vs Talorys](https://www.anchorterminal.com/compare/instinct-vs-talorys.md)\n- [IronClaw vs Talorys](https://www.anchorterminal.com/compare/ironclaw-vs-talorys.md)\n- [Leon vs Talorys](https://www.anchorterminal.com/compare/leon-vs-talorys.md)\n- [Lindy vs Talorys](https://www.anchorterminal.com/compare/lindy-vs-talorys.md)\n- [nanobot vs Talorys](https://www.anchorterminal.com/compare/nanobot-vs-talorys.md)\n- [NanoClaw vs Talorys](https://www.anchorterminal.com/compare/nanoclaw-vs-talorys.md)\n- [Natura tinyNature vs Talorys](https://www.anchorterminal.com/compare/natura-vs-talorys.md)\n- [Dots vs Talorys](https://www.anchorterminal.com/compare/openai-dots-vs-talorys.md)\n- [OpenClaw vs Talorys](https://www.anchorterminal.com/compare/openclaw-vs-talorys.md)\n- [Pally vs Talorys](https://www.anchorterminal.com/compare/pally-vs-talorys.md)\n- [PicoClaw vs Talorys](https://www.anchorterminal.com/compare/picoclaw-vs-talorys.md)\n- [Poke vs Talorys](https://www.anchorterminal.com/compare/poke-vs-talorys.md)\n- [QwenPaw vs Talorys](https://www.anchorterminal.com/compare/qwenpaw-vs-talorys.md)\n- [Talorys vs Tomo](https://www.anchorterminal.com/compare/talorys-vs-tomo.md)\n- [Talorys vs Wajo (Fo)](https://www.anchorterminal.com/compare/talorys-vs-wajo.md)\n- [Talorys vs ZeroClaw](https://www.anchorterminal.com/compare/talorys-vs-zeroclaw.md)\n- [Talorys vs Zo Computer](https://www.anchorterminal.com/compare/talorys-vs-zo-computer.md)\n- [AstrBot vs Natura tinyNature](https://www.anchorterminal.com/compare/astrbot-vs-natura.md)\n- [AstrBot vs Pally](https://www.anchorterminal.com/compare/astrbot-vs-pally.md)\n- [AstrBot vs Tomo](https://www.anchorterminal.com/compare/astrbot-vs-tomo.md)\n\n## Disclosure\n\n- Talorys competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.\n",
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