{
  "data": {
    "a": {
      "slug": "gaia",
      "name": "GAIA",
      "vendor": "The Experience Company",
      "vendorUrl": "https://heygaia.io",
      "kind": "platform",
      "category": "personal-assistants",
      "summary": "GAIA is a personal AI assistant from The Experience Company for email, calendar, todos and scheduled workflows. It runs as a hosted service at heygaia.io with messaging bots, and its source is published for noncommercial self-hosting.",
      "url": "https://www.anchorterminal.com/tools/gaia",
      "markdownUrl": "https://www.anchorterminal.com/tools/gaia.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/gaia.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/gaia.json",
      "repo": "https://github.com/theexperiencecompany/gaia",
      "license": "PolyForm-Noncommercial-1.0.0",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@heygaia/cli"
        }
      ],
      "auth": "oauth",
      "authNotes": "People sign in to the hosted app in a browser, and the backend uses WorkOS for sign-in. Integrations connect by OAuth on the provider's consent screen, through Composio for built-in ones, and Gmail asks for the `gmail.modify` scope. Custom MCP servers take no auth, a bearer token or OAuth 2.1 with PKCE and dynamic client registration, with tokens Fernet-encrypted in PostgreSQL. Bot users link a chat identity with `/auth`. No API key for outside callers was found (https://github.com/theexperiencecompany/gaia/blob/master/apps/api/app/config/oauth_config.py; https://docs.heygaia.io/guides/adding-mcp-integrations).",
      "pricing": "paid",
      "pricingNotes": "Pro is $30 a month on the pricing page, the only plan shown there, and its FAQ says GAIA is a paid product. The README and docs also describe a Free plan with daily caps and an Enterprise plan by contact, so whether a new account can use the hosted service without paying was not established. Payments run through Dodo Payments. Self-hosting is free for noncommercial use, plus model usage and a WorkOS account (https://heygaia.io/pricing; https://docs.heygaia.io/guides/usage-subscription; checked 2026-10-12).",
      "priceSummary": "$30 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs or the backend source (checked 2026-10-12).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 308,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://docs.heygaia.io",
      "llmsTxt": "https://docs.heygaia.io/llms.txt",
      "capabilities": [
        "assistant.proactive",
        "assistant.messaging",
        "assistant.accounts",
        "assistant.memory",
        "assistant.self-hosted",
        "agent.mcp-client"
      ],
      "tags": [
        "hosted",
        "source-available",
        "noncommercial-licence",
        "self-hosted",
        "messaging",
        "imessage",
        "whatsapp",
        "telegram",
        "slack",
        "discord",
        "gmail",
        "mcp-client",
        "status-page",
        "llms-txt",
        "approval-off-by-default"
      ],
      "lastRelease": "2026-09-14",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 49.5,
        "grade": "D",
        "agentReady": false,
        "rank": 813,
        "ranked": true,
        "rankOf": 986,
        "categoryRank": 10,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 54,
          "maintenance": 78,
          "payments": 20,
          "reliability": 67,
          "schema": 51,
          "security": 54,
          "transparency": 60
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": -5,
        "negativeNotes": [
          "-3. The release notes of 26 August 2026 say GAIA pauses and asks before a tool that deletes, sends or overwrites, the privacy policy (7 August 2026) says destructive actions require explicit approval, and the pricing page says anything outward-facing waits for the owner's OK. The source at `api-v0.24.0` (14 September 2026) and on master sets the default mode to `always_allow`, commented as nothing gated until flipped after launch. Read from source, not from a live account. https://github.com/theexperiencecompany/gaia/blob/master/apps/api/app/models/hil_models.py",
          "-2. The pricing page FAQ, read on 12 October 2026, says GAIA never shares data with model providers. Section 3.1 of the privacy policy says content, files and data from connected accounts are shared with third-party AI model providers. https://heygaia.io/pricing and https://heygaia.io/privacy"
        ],
        "verdict": "GAIA's source is public, so its approval gate, memory store and token handling can be read. Three approval modes and per-tool overrides exist, but the default mode in the source runs every action unasked, which the privacy policy and release notes do not say. Pro costs $30 a month and self-hosting is limited to noncommercial use.",
        "bestFor": "It suits one person who wants mail triage, meeting briefs, todos and scheduled workflows from one assistant reachable on WhatsApp, Telegram, Slack, Discord or iMessage, and who wants to read the source.",
        "strengths": [
          "The whole product is in a public repository under PolyForm Noncommercial 1.0.0, including the approval gate, memory engine and five messaging bots.",
          "Approval settings have three modes and per-tool overrides, and adding an MCP server, pairing a device or disconnecting an account asks in every mode.",
          "Memory is visible in Settings as facts, a journal, four documents and a graph, and each item can be edited or deleted, with a clear-all control.",
          "A BetterStack status page covers the API, web app and four bots, and lists no incident in the 90 days to 12 October 2026.",
          "Three sets of tagged releases in the 90 days to 12 October 2026, the latest on 14 September, with 91 commits on master in the last 30 days."
        ],
        "weaknesses": [
          "The default approval mode in the source is `always_allow`, commented as nothing gated, while the privacy policy and the 26 August release notes say destructive actions wait for approval.",
          "The pricing page FAQ says data is never shared with model providers. The privacy policy says content, including data from connected accounts, is shared with them.",
          "The README lists a Free plan at $0 forever, while the pricing page shows only Pro and says GAIA is a paid product.",
          "Gmail connects with the `gmail.modify` scope, and built-in integrations run through Composio, so a third party holds those OAuth connections.",
          "No security.txt, bug bounty, certification, subprocessor list or DPA was found, and self-hosting needs a WorkOS account and five data services.",
          "The Terms of Service forbid automated systems accessing the Service. Recorded as a fact, and it matters before any probe is run."
        ],
        "agentNotes": [
          "Set Settings \u003e Approvals to Always ask or Auto before connecting mail. The default in the source runs every action, including send and delete, without asking.",
          "Expect no public API on the hosted service. The backend turns off its OpenAPI document in production, so reach GAIA through its apps, bots or CLI.",
          "Check the plan before relying on the hosted service. The README and docs describe a Free plan, and the pricing page says GAIA is a paid product.",
          "For self-hosting, prepare Docker, Node.js 20, a WorkOS account and a model key first, and confirm the use is noncommercial under the licence.",
          "Add outside tools as MCP servers by URL on the Integrations page. GAIA asks before adding a server in every approval mode."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 49.5
          }
        ],
        "editorialScores": {
          "ergonomics": 54,
          "maintenance": 78,
          "payments": 20,
          "reliability": 67,
          "schema": 51,
          "security": 54,
          "transparency": 50
        },
        "provenanceScore": 70
      },
      "connect": {
        "install": "npm install -g @heygaia/cli \u0026\u0026 gaia init   # choose Self-Host (Docker), then open http://localhost:3000"
      },
      "letme": {
        "capability": "https://letme.dev/assistant.proactive",
        "tool": "https://letme.dev/gaia"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Pro",
          "unit": "month",
          "usd": 30,
          "note": "billed monthly, with usage limits the pricing page does not state"
        }
      ],
      "provenance": {
        "legalEntity": "The Experience Company, Inc.",
        "domain": "heygaia.io",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://heygaia.io/terms",
        "privacy": "https://heygaia.io/privacy",
        "statusPage": "https://status.heygaia.io",
        "changelog": "https://docs.heygaia.io/release-notes",
        "securityTxt": "none",
        "checked": "2026-10-12",
        "notes": [
          "The Terms of Service (effective 14 August 2026) name The Experience Company, Inc., a Delaware corporation. Neither the terms nor the privacy policy gives a postal address.",
          "The privacy policy (effective 7 August 2026) gives support@heygaia.so as its contact, a different domain from heygaia.io, where the README's security and contact addresses sit.",
          "heygaia.io/.well-known/security.txt returned 404 on 12 October 2026. The repository's SECURITY.md gives an email address for reports.",
          "The status page lists api.heygaia.io as the backend. We sent nothing to that host.",
          "heygaia.io's robots.txt allows every path and names ClaudeBot, Claude-Web and anthropic-ai with Allow. docs.heygaia.io carries Content-Signal ai-input=yes. status.heygaia.io returned an empty robots.txt.",
          "The domain's registration date was not looked up."
        ],
        "score": 70
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/gaia.json",
      "live": {
        "slug": "gaia",
        "vendorStatus": {
          "page": "https://status.heygaia.io",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-12T17:28:08.466725732Z"
        },
        "updatedAt": "2026-10-12T17:28:08.466725732Z"
      }
    },
    "answer": "NanoClaw scores 68.3 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "nanoclaw",
      "name": "NanoClaw",
      "vendor": "NanoCo, Inc.",
      "vendorUrl": "https://nanoclaw.dev",
      "kind": "harness",
      "category": "personal-assistants",
      "summary": "Open-source personal assistant that the owner runs on their own machine. It answers on messaging apps, runs each agent session in a Docker container, keeps Markdown memory on disk and runs scheduled tasks.",
      "url": "https://www.anchorterminal.com/tools/nanoclaw",
      "markdownUrl": "https://www.anchorterminal.com/tools/nanoclaw.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/nanoclaw.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/nanoclaw.json",
      "repo": "https://github.com/nanocoai/nanoclaw",
      "license": "MIT",
      "transports": [],
      "packages": [],
      "auth": "none",
      "authNotes": "No account is needed to run it. Owners and admins are rows in a local `user_roles` table, and strangers are handled by each chat's `unknown_sender_policy` (https://docs.nanoclaw.dev/concepts/security). Model and service credentials are registered with a credential gateway on the host, OneCLI Agent Vault by default, which adds them to outbound HTTPS requests. Containers receive placeholders such as `onecli-managed` (https://docs.nanoclaw.dev/operate/credentials). Channel tokens stay in the host's `.env`. An optional free NanoClaw account, used for a prebuilt agent image and a managed Slack app, keeps its token in `~/.config/nanoclaw/account.json` with mode 0600 (https://github.com/nanocoai/nanoclaw/blob/main/README.md).",
      "pricing": "free",
      "pricingNotes": "Free under the MIT licence, with nothing on sale. The optional NanoClaw account, the Echo image and the managed Slack app are free of charge per the terms of 31 July 2026 (https://nanoclaw.dev/terms). The owner pays the model provider through a Claude subscription, an API key or another provider, and any service a channel or tool uses, such as Dial. Since 2.4.0 Claude groups default to Opus 5.5 (checked 2026-10-12).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs or the source (checked 2026-10-12).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 30929,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://docs.nanoclaw.dev",
      "llmsTxt": "https://docs.nanoclaw.dev/llms.txt",
      "capabilities": [
        "assistant.proactive",
        "assistant.messaging",
        "assistant.memory",
        "assistant.self-hosted",
        "agent.mcp-client",
        "assistant.accounts"
      ],
      "tags": [
        "open-source",
        "local",
        "free",
        "no-card",
        "docker",
        "llms-txt"
      ],
      "lastRelease": "2026-10-09",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 68.3,
        "grade": "B",
        "agentReady": false,
        "rank": 229,
        "ranked": true,
        "rankOf": 986,
        "categoryRank": 2,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 78,
          "payments": 60,
          "reliability": 78,
          "schema": 82,
          "security": 74,
          "transparency": 65
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": -5,
        "negativeNotes": [
          "2026-10-09. Release 2026.10.0 fixed four symlink flaws through which a manipulated agent could make the host read, write or delete files outside its folders, plus an admin-command bypass, a cross-group read through `ncl` and a command injection in Mattermost setup. Fixed and described in the changelog within the week, but the advisories it links (GHSA-frvf-5rf5-89fq and seven others) were not public on 12 October 2026. -5. https://github.com/nanocoai/nanoclaw/blob/main/CHANGELOG.md"
        ],
        "verdict": "Each session runs in an unprivileged Docker container and API keys stay in a credential gateway on the host, so a manipulated agent cannot read them. Inside the container the agent runs with permission prompts off, network egress is open by default, and it can message any chat it is wired to without approval.",
        "bestFor": "A technical owner who wants an assistant on their own machine, reachable from chat apps, with container isolation and scheduled tasks, and who is willing to keep a fork.",
        "strengths": [
          "Each session runs in a non-root Docker container with all capabilities dropped, and the project root and `.env` are never mounted",
          "API keys sit in a credential gateway on the host, which adds them to outbound requests, so the container holds only placeholders",
          "Installing packages, adding an MCP server and admitting a new chat each wait for an admin's approval, and no reachable approver means denial",
          "Memory is plain Markdown under `groups/\u003cfolder\u003e/memory/`, which the owner can read, edit or delete on the host",
          "The security page states what the design does not stop, including messages to wired chats and spending through granted credentials"
        ],
        "weaknesses": [
          "The Claude provider runs with `permissionMode: 'bypassPermissions'`, so shell, file and web tools run inside the container with no prompt",
          "Egress lockdown is off by default, so a container can reach the internet directly unless `NANOCLAW_EGRESS_LOCKDOWN=true` is set",
          "The 2026.10.0 changelog links eight advisories on the repository, and on 12 October 2026 the advisories page listed none and one linked advisory returned 404",
          "Setup sends events to PostHog unless `NANOCLAW_NO_DIAGNOSTICS=1` is set, and the privacy policy does not mention them",
          "The docs say trunk has no Gmail or Google Calendar integration, while the GitHub repository description still names Gmail",
          "294 open issues and 750 open pull requests on 12 October 2026, and 10 of the 12 newest open issues had no reply"
        ],
        "agentNotes": [
          "Install with `git clone` and `bash nanoclaw.sh`. There is no registry package, and setup needs Docker, Node 22 or later and a Claude or Codex credential",
          "Set `NANOCLAW_EGRESS_LOCKDOWN=true` before giving an agent credentials or an audience of strangers. The default leaves egress open",
          "Put chats with different audiences in separate agent groups. Every session of a group shares one read-write workspace and memory tree",
          "Turn on per-request approval for a secret in the gateway when its use should wait for a person. It is off unless configured",
          "On OneCLI installs, move the gateway to 1.42.0 by the upgrade guide before updating to 2026.10.0. The updater stops until that is done"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 68.3
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 78,
          "payments": 60,
          "reliability": 78,
          "schema": 82,
          "security": 74,
          "transparency": 77
        },
        "provenanceScore": 53
      },
      "connect": {
        "install": "git clone https://github.com/nanocoai/nanoclaw.git nanoclaw-v2 \u0026\u0026 cd nanoclaw-v2 \u0026\u0026 bash nanoclaw.sh"
      },
      "letme": {
        "capability": "https://letme.dev/assistant.proactive",
        "tool": "https://letme.dev/nanoclaw"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "NanoCo, Inc.",
        "domain": "nanoclaw.dev",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/nanocoai/nanoclaw/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-10-12",
        "notes": [
          "The terms and privacy policy at nanoclaw.dev name NanoCo, Inc. and Delaware law. Both say they cover the website and the optional account, not the software, so neither is linked and the MIT licence stands in.",
          "nanoclaw.dev/.well-known/security.txt returned 404 on 12 October 2026. The repository's SECURITY.md points to GitHub private vulnerability reporting.",
          "There is no hosted endpoint. The assistant runs on the owner's machine, and the optional account service is at portal.nanoclaw.dev, which we did not open.",
          "The registration date of nanoclaw.dev was not checked."
        ],
        "score": 53
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/nanoclaw.json"
    },
    "facts": [
      {
        "a": "Platform",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "The Experience Company",
        "b": "NanoCo, Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Paid",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "PolyForm-Noncommercial-1.0.0",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-14",
        "b": "2026-10-09",
        "name": "Last release"
      },
      {
        "a": "2026-08-14",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "2026-08-07",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "308 stars",
        "b": "31k stars",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "NanoClaw scores 68.3 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories.",
        "question": "Which is better for AI agents, GAIA or NanoClaw?"
      },
      {
        "answer": "No open-source release is listed for GAIA. NanoClaw is open source (MIT).",
        "question": "Are GAIA and NanoClaw open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": null,
        "also": null,
        "goodFor": "It suits one person who wants mail triage, meeting briefs, todos and scheduled workflows from one assistant reachable on WhatsApp, Telegram, Slack, Discord or iMessage, and who wants to read the source.",
        "slug": "gaia",
        "watchFor": "The default approval mode in the source is `always_allow`, commented as nothing gated, while the privacy policy and the 26 August release notes say destructive actions wait for approval."
      },
      {
        "aheadOn": [
          "Reliability, 78 against 67",
          "Schema \u0026 documentation, 82 against 51",
          "Agent ergonomics, 70 against 54",
          "Security \u0026 auth, 74 against 54",
          "Payments \u0026 pricing, 60 against 20",
          "Transparency \u0026 trust, 65 against 60"
        ],
        "also": [
          "No key needed to call it",
          "Free to start without a card",
          "Open source"
        ],
        "goodFor": "A technical owner who wants an assistant on their own machine, reachable from chat apps, with container isolation and scheduled tasks, and who is willing to keep a fork.",
        "slug": "nanoclaw",
        "watchFor": "The Claude provider runs with `permissionMode: 'bypassPermissions'`, so shell, file and web tools run inside the container with no prompt"
      }
    ],
    "job": {
      "capability": "assistant.proactive",
      "name": "Assistant proactive"
    },
    "others": [
      {
        "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-nanoclaw.json",
        "title": "AstrBot vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-gaia.json",
        "title": "CowAgent vs GAIA",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-gaia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-nanoclaw.json",
        "title": "CowAgent vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-gemini-spark.json",
        "title": "GAIA vs Gemini Spark",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-gemini-spark"
      },
      {
        "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/gaia-vs-haven.json",
        "title": "GAIA vs Haven",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-haven"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-hermes-agent.json",
        "title": "GAIA vs Hermes Agent",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-hermes-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-instinct.json",
        "title": "GAIA vs Instinct",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-instinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-ironclaw.json",
        "title": "GAIA vs IronClaw",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-ironclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-leon.json",
        "title": "GAIA vs Leon",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-leon"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-lindy.json",
        "title": "GAIA vs Lindy",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-nanobot.json",
        "title": "GAIA vs nanobot",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-nanobot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-openai-dots.json",
        "title": "GAIA vs Dots",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-openai-dots"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-openclaw.json",
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      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-picoclaw.json",
        "title": "GAIA vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-poke.json",
        "title": "GAIA vs Poke",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-qwenpaw.json",
        "title": "GAIA vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-zeroclaw.json",
        "title": "GAIA vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-zo-computer.json",
        "title": "GAIA vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-nanoclaw.json",
        "title": "Gemini Spark vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-nanoclaw"
      },
      {
        "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"
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      {
        "json": "https://www.anchorterminal.com/compare/haven-vs-nanoclaw.json",
        "title": "Haven vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/haven-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-nanoclaw.json",
        "title": "Hermes Agent vs NanoClaw",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/instinct-vs-nanoclaw.json",
        "title": "Instinct vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/instinct-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ironclaw-vs-nanoclaw.json",
        "title": "IronClaw vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/ironclaw-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/leon-vs-nanoclaw.json",
        "title": "Leon vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/leon-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-nanoclaw.json",
        "title": "Lindy vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-nanoclaw"
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      {
        "json": "https://www.anchorterminal.com/compare/nanobot-vs-nanoclaw.json",
        "title": "nanobot vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/nanobot-vs-nanoclaw"
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      {
        "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-openai-dots.json",
        "title": "NanoClaw vs Dots",
        "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-openai-dots"
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        "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-openclaw.json",
        "title": "NanoClaw vs OpenClaw",
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        "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-picoclaw.json",
        "title": "NanoClaw vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-poke.json",
        "title": "NanoClaw vs Poke",
        "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-poke"
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        "title": "NanoClaw vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-zeroclaw.json",
        "title": "NanoClaw vs ZeroClaw",
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      {
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        "title": "NanoClaw vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-zo-computer"
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    ],
    "scores": [
      {
        "by": 11,
        "edge": "nanoclaw",
        "gaia": 67,
        "key": "reliability",
        "name": "Reliability",
        "nanoclaw": 78,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 31,
        "edge": "nanoclaw",
        "gaia": 51,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "nanoclaw": 82,
        "weight": 13
      },
      {
        "by": 16,
        "edge": "nanoclaw",
        "gaia": 54,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "nanoclaw": 70,
        "weight": 13
      },
      {
        "by": 20,
        "edge": "nanoclaw",
        "gaia": 54,
        "key": "security",
        "name": "Security \u0026 auth",
        "nanoclaw": 74,
        "weight": 14
      },
      {
        "by": 40,
        "edge": "nanoclaw",
        "gaia": 20,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "nanoclaw": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 0,
        "edge": "",
        "gaia": 78,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "nanoclaw": 78,
        "weight": 7
      },
      {
        "by": 5,
        "edge": "nanoclaw",
        "gaia": 60,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "nanoclaw": 65,
        "weight": 7
      }
    ],
    "summary": "NanoClaw scores 68.3 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories. Both do assistant proactive.",
    "verdicts": {
      "gaia": "GAIA's source is public, so its approval gate, memory store and token handling can be read. Three approval modes and per-tool overrides exist, but the default mode in the source runs every action unasked, which the privacy policy and release notes do not say. Pro costs $30 a month and self-hosting is limited to noncommercial use.",
      "nanoclaw": "Each session runs in an unprivileged Docker container and API keys stay in a credential gateway on the host, so a manipulated agent cannot read them. Inside the container the agent runs with permission prompts off, network egress is open by default, and it can message any chat it is wired to without approval."
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    "html": "https://www.anchorterminal.com/compare/gaia-vs-nanoclaw",
    "json": "https://www.anchorterminal.com/compare/gaia-vs-nanoclaw.json",
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  "markdown": "NanoClaw scores 68.3 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories. Both do assistant proactive.\n\n- GAIA: grade D, 49.5/100, rank #813 of 986. Markdown https://www.anchorterminal.com/tools/gaia.md · JSON https://www.anchorterminal.com/api/v1/tools/gaia.json\n- NanoClaw: grade B, 68.3/100, rank #229 of 986. Markdown https://www.anchorterminal.com/tools/nanoclaw.md · JSON https://www.anchorterminal.com/api/v1/tools/nanoclaw.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### GAIA (D)\n\nGood for: It suits one person who wants mail triage, meeting briefs, todos and scheduled workflows from one assistant reachable on WhatsApp, Telegram, Slack, Discord or iMessage, and who wants to read the source.\n\nWatch for: The default approval mode in the source is `always_allow`, commented as nothing gated, while the privacy policy and the 26 August release notes say destructive actions wait for approval.\n\n### NanoClaw (B)\n\nGood for: A technical owner who wants an assistant on their own machine, reachable from chat apps, with container isolation and scheduled tasks, and who is willing to keep a fork.\n\nAhead on:\n- Reliability, 78 against 67\n- Schema \u0026 documentation, 82 against 51\n- Agent ergonomics, 70 against 54\n- Security \u0026 auth, 74 against 54\n- Payments \u0026 pricing, 60 against 20\n- Transparency \u0026 trust, 65 against 60\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n- Open source\n\nWatch for: The Claude provider runs with `permissionMode: 'bypassPermissions'`, so shell, file and web tools run inside the container with no prompt\n\n\n## Score by category\n\n| Category | Weight | GAIA | NanoClaw | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 67 | 78 | NanoClaw +11 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 51 | 82 | NanoClaw +31 |\n| Agent ergonomics | 13% (16.2 this run) | 54 | 70 | NanoClaw +16 |\n| Security \u0026 auth | 14% (17.5 this run) | 54 | 74 | NanoClaw +20 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 60 | NanoClaw +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 78 | 78 | even |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 65 | NanoClaw +5 |\n| Negative events | ≤15 | -5 | -5 | |\n| **Total** | | **49.5 · D** | **68.3 · B** | |\n\n## Facts side by side\n\n| Fact | GAIA | NanoClaw |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | The Experience Company | NanoCo, Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth | None |\n| Pricing | Paid | Free |\n| x402 | no | no |\n| Licence | PolyForm-Noncommercial-1.0.0 | MIT |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-14 | 2026-10-09 |\n| Terms last updated | 2026-08-14 | no document linked |\n| Privacy policy last updated | 2026-08-07 | no document linked |\n| Customer content may train models | not found in the text |  |\n| Terms restrict automated access | yes |  |\n| Terms restrict benchmarking | not found in the text |  |\n| Terms or service can change without notice | yes |  |\n| Arbitration or class-action waiver | yes |  |\n| Popularity | 308 stars | 31k stars |\n\n## Verdicts\n\n**GAIA.** GAIA's source is public, so its approval gate, memory store and token handling can be read. Three approval modes and per-tool overrides exist, but the default mode in the source runs every action unasked, which the privacy policy and release notes do not say. Pro costs $30 a month and self-hosting is limited to noncommercial use.\n\n**NanoClaw.** Each session runs in an unprivileged Docker container and API keys stay in a credential gateway on the host, so a manipulated agent cannot read them. Inside the container the agent runs with permission prompts off, network egress is open by default, and it can message any chat it is wired to without approval.\n\n## Before you call either\n\n### GAIA\n\n1. Set Settings \u003e Approvals to Always ask or Auto before connecting mail. The default in the source runs every action, including send and delete, without asking.\n2. Expect no public API on the hosted service. The backend turns off its OpenAPI document in production, so reach GAIA through its apps, bots or CLI.\n3. Check the plan before relying on the hosted service. The README and docs describe a Free plan, and the pricing page says GAIA is a paid product.\n4. For self-hosting, prepare Docker, Node.js 20, a WorkOS account and a model key first, and confirm the use is noncommercial under the licence.\n5. Add outside tools as MCP servers by URL on the Integrations page. GAIA asks before adding a server in every approval mode.\n\n### NanoClaw\n\n1. Install with `git clone` and `bash nanoclaw.sh`. There is no registry package, and setup needs Docker, Node 22 or later and a Claude or Codex credential\n2. Set `NANOCLAW_EGRESS_LOCKDOWN=true` before giving an agent credentials or an audience of strangers. The default leaves egress open\n3. Put chats with different audiences in separate agent groups. Every session of a group shares one read-write workspace and memory tree\n4. Turn on per-request approval for a secret in the gateway when its use should wait for a person. It is off unless configured\n5. On OneCLI installs, move the gateway to 1.42.0 by the upgrade guide before updating to 2026.10.0. The updater stops until that is done\n\n## Questions\n\n### Which is better for AI agents, GAIA or NanoClaw?\n\nNanoClaw scores 68.3 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories.\n\n### Are GAIA and NanoClaw open source?\n\nNo open-source release is listed for GAIA. NanoClaw is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/gaia-vs-nanoclaw.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gaia-vs-nanoclaw.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"gaia\", \"b\": \"nanoclaw\"}`. From a terminal: `anchor compare gaia nanoclaw`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gaia.json and https://www.anchorterminal.com/api/v1/tools/nanoclaw.json\n\n## Other comparisons with GAIA or NanoClaw\n\n- [AstrBot vs GAIA](https://www.anchorterminal.com/compare/astrbot-vs-gaia.md)\n- [AstrBot vs NanoClaw](https://www.anchorterminal.com/compare/astrbot-vs-nanoclaw.md)\n- [CowAgent vs GAIA](https://www.anchorterminal.com/compare/cowagent-vs-gaia.md)\n- [CowAgent vs NanoClaw](https://www.anchorterminal.com/compare/cowagent-vs-nanoclaw.md)\n- [GAIA vs Gemini Spark](https://www.anchorterminal.com/compare/gaia-vs-gemini-spark.md)\n- [GAIA vs Grok Bot](https://www.anchorterminal.com/compare/gaia-vs-grok-bot.md)\n- [GAIA vs Haven](https://www.anchorterminal.com/compare/gaia-vs-haven.md)\n- [GAIA vs Hermes Agent](https://www.anchorterminal.com/compare/gaia-vs-hermes-agent.md)\n- [GAIA vs Instinct](https://www.anchorterminal.com/compare/gaia-vs-instinct.md)\n- [GAIA vs IronClaw](https://www.anchorterminal.com/compare/gaia-vs-ironclaw.md)\n- [GAIA vs Leon](https://www.anchorterminal.com/compare/gaia-vs-leon.md)\n- [GAIA vs Lindy](https://www.anchorterminal.com/compare/gaia-vs-lindy.md)\n- [GAIA vs nanobot](https://www.anchorterminal.com/compare/gaia-vs-nanobot.md)\n- [GAIA vs Dots](https://www.anchorterminal.com/compare/gaia-vs-openai-dots.md)\n- [GAIA vs OpenClaw](https://www.anchorterminal.com/compare/gaia-vs-openclaw.md)\n- [GAIA vs PicoClaw](https://www.anchorterminal.com/compare/gaia-vs-picoclaw.md)\n- [GAIA vs Poke](https://www.anchorterminal.com/compare/gaia-vs-poke.md)\n- [GAIA vs QwenPaw](https://www.anchorterminal.com/compare/gaia-vs-qwenpaw.md)\n- [GAIA vs ZeroClaw](https://www.anchorterminal.com/compare/gaia-vs-zeroclaw.md)\n- [GAIA vs Zo Computer](https://www.anchorterminal.com/compare/gaia-vs-zo-computer.md)\n- [Gemini Spark vs NanoClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-nanoclaw.md)\n- [Grok Bot vs NanoClaw](https://www.anchorterminal.com/compare/grok-bot-vs-nanoclaw.md)\n- [Haven vs NanoClaw](https://www.anchorterminal.com/compare/haven-vs-nanoclaw.md)\n- [Hermes Agent vs NanoClaw](https://www.anchorterminal.com/compare/hermes-agent-vs-nanoclaw.md)\n- [Instinct vs NanoClaw](https://www.anchorterminal.com/compare/instinct-vs-nanoclaw.md)\n- [IronClaw vs NanoClaw](https://www.anchorterminal.com/compare/ironclaw-vs-nanoclaw.md)\n- [Leon vs NanoClaw](https://www.anchorterminal.com/compare/leon-vs-nanoclaw.md)\n- [Lindy vs NanoClaw](https://www.anchorterminal.com/compare/lindy-vs-nanoclaw.md)\n- [nanobot vs NanoClaw](https://www.anchorterminal.com/compare/nanobot-vs-nanoclaw.md)\n- [NanoClaw vs Dots](https://www.anchorterminal.com/compare/nanoclaw-vs-openai-dots.md)\n- [NanoClaw vs OpenClaw](https://www.anchorterminal.com/compare/nanoclaw-vs-openclaw.md)\n- [NanoClaw vs PicoClaw](https://www.anchorterminal.com/compare/nanoclaw-vs-picoclaw.md)\n- [NanoClaw vs Poke](https://www.anchorterminal.com/compare/nanoclaw-vs-poke.md)\n- [NanoClaw vs QwenPaw](https://www.anchorterminal.com/compare/nanoclaw-vs-qwenpaw.md)\n- [NanoClaw vs ZeroClaw](https://www.anchorterminal.com/compare/nanoclaw-vs-zeroclaw.md)\n- [NanoClaw vs Zo Computer](https://www.anchorterminal.com/compare/nanoclaw-vs-zo-computer.md)\n",
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