{
  "data": {
    "a": {
      "slug": "asmi",
      "name": "Asmi",
      "vendor": "Humint Labs, Inc.",
      "vendorUrl": "https://www.asmiai.com",
      "kind": "platform",
      "category": "personal-assistants",
      "summary": "Asmi is a hosted assistant that calls, texts and emails businesses and people to finish real-world chores, such as booking appointments, cancelling memberships or chasing refunds. It is reached by WhatsApp, the web or an MCP server.",
      "url": "https://www.anchorterminal.com/tools/asmi",
      "markdownUrl": "https://www.anchorterminal.com/tools/asmi.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/asmi.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/asmi.json",
      "license": "Closed service under Asmi's Terms of Service (Humint Labs, Inc., a Delaware corporation, effective October 2026).",
      "transports": [
        "streamable-http"
      ],
      "remoteUrl": "https://prod.asmiai.com/mcp/claude/",
      "packages": [],
      "auth": "oauth",
      "authNotes": "Each assistant has its own MCP endpoint (https://prod.asmiai.com/mcp/claude/, /mcp/openai/ and /mcp/meta/), and a token issued for one is refused at the others (RFC 8707 audience binding). Sign-in opens Asmi's page, where the person enters a phone number or email, confirms a 6-digit code and chooses scopes. Claude and ChatGPT identify with a client metadata document and other clients use dynamic client registration. Access tokens last 30 days, refresh tokens rotate, and Asmi stores only SHA-256 hashes (https://www.asmiai.com/docs/mcp). Protected-resource metadata lists scopes tasks and outreach (https://prod.asmiai.com/.well-known/oauth-protected-resource/mcp/claude/). For clients that only take a static credential, support issues a key that lasts 60 days.",
      "pricing": "freemium",
      "pricingNotes": "Plans are $10 a month ($99 a year) for 20 tasks and $49 a month ($499 a year) for 100, per the MCP docs, and the terms state the monthly prices (https://www.asmiai.com/docs/mcp and https://www.asmiai.com/terms-and-conditions, checked 14 October 2026). The Free plan covers search, task lists and status, and a trial gives \"One free task that contacts a third party\". Each task that calls, texts or emails someone counts against the monthly quota, which resets monthly.",
      "priceSummary": "$10 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 found in the site's MCP docs, terms or the OAuth metadata, checked 14 October 2026. Plans are bought through a Stripe checkout link, which the MCP tool billing_get_payment_link returns.",
        "endpoints": []
      },
      "toolCount": 12,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-14"
      },
      "docsUrl": "https://www.asmiai.com/docs/mcp",
      "capabilities": [
        "assistant.messaging",
        "assistant.memory",
        "voice.calls",
        "email.send",
        "messaging.whatsapp",
        "messaging.inbound",
        "web.search",
        "tasks.create",
        "memory.user"
      ],
      "tags": [
        "hosted",
        "official",
        "closed-source",
        "freemium",
        "free-tier",
        "mcp",
        "oauth"
      ],
      "graded": true,
      "disclosure": "Asmi 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": 33.3,
        "grade": "F",
        "agentReady": false,
        "rank": 973,
        "ranked": true,
        "rankOf": 1010,
        "categoryRank": 19,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 43,
          "maintenance": 3,
          "payments": 30,
          "reliability": 30,
          "schema": 20,
          "security": 49,
          "transparency": 51
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-14"
        },
        "negative": 0,
        "verdict": "Asmi is a hosted errand service with a 12-tool MCP server for Claude, ChatGPT and Muse, using OAuth with separate scopes for tracking tasks and for contacting people. Tool schemas sit behind sign-in, the outreach scope is ticked by default, and no status page, changelog or security contact was found.",
        "bestFor": "An agent that needs phone calls, texts and emails to businesses done for its owner.",
        "disclosure": "Asmi 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": [
          "OAuth 2.1 with PKCE, two scopes (tasks, outreach), per-client audience binding and a revocation endpoint in its metadata.",
          "Without the outreach scope, a connected agent can search and read tasks but can't make Asmi contact anyone.",
          "The MCP docs label every tool's effect and name five failures with the fix for each.",
          "Call recordings kept 90 days by default and deleted data removed within 30 days, per the privacy policy.",
          "Free plan and a one-task trial, with sign-in by phone or email code and no card step described."
        ],
        "weaknesses": [
          "Tool JSON Schemas and annotations can't be read before OAuth (unauthenticated initialize returns 401).",
          "The outreach scope, which lets Asmi call and text people, is ticked by default on the consent screen.",
          "No status page, changelog, server version or security contact found.",
          "A support-issued 60-day static key lets whoever holds it act as the owner.",
          "Model and hosting providers aren't named in the privacy policy."
        ],
        "agentNotes": [
          "Use the endpoint for your own client (/mcp/claude/, /mcp/openai/ or /mcp/meta/). A token from another client gets 403.",
          "Call discover_search before execute_start, then poll execute_status with the task id instead of starting the task again.",
          "Answer Asmi's questions with execute_advance. Calls already placed can't be recalled by execute_cancel.",
          "Expect outreach_not_permitted if the owner unticked contact people. Ask them to reconnect rather than retrying.",
          "Check billing_status before starting a task, since each outreach task uses one of the month's quota."
        ],
        "metrics": {
          "kind": "remote",
          "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": 33.3
          }
        ],
        "editorialScores": {
          "ergonomics": 43,
          "maintenance": 3,
          "payments": 30,
          "reliability": 30,
          "schema": 20,
          "security": 49,
          "transparency": 43
        },
        "provenanceScore": 58
      },
      "connect": {
        "claudeCode": "claude mcp add --transport http asmi https://prod.asmiai.com/mcp/claude/",
        "config": {
          "mcpServers": {
            "asmi": {
              "url": "https://prod.asmiai.com/mcp/claude/"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/assistant.messaging",
        "tool": "https://letme.dev/asmi"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Asmi, 20 tasks",
          "unit": "month",
          "usd": 10,
          "note": "Per the terms, checked 14 October 2026."
        },
        {
          "item": "Asmi, 100 tasks",
          "unit": "month",
          "usd": 49,
          "note": "Per the terms."
        }
      ],
      "provenance": {
        "legalEntity": "Humint Labs, Inc.",
        "domain": "asmiai.com",
        "domainRegistered": "2025-01-30",
        "endpointOnVendorDomain": true,
        "terms": "https://www.asmiai.com/terms-and-conditions",
        "privacy": "https://www.asmiai.com/privacy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-14",
        "notes": [
          "The site is a single-page app with no robots.txt (the path returns the app shell). Page text was read from https://www.asmiai.com/assets/index-AVDVf-kz.js.",
          "The terms and the privacy policy each say Effective October 2026, with no day, and name Humint Labs, Inc. (incorporated in Delaware), 710 Lakeway Drive, Suite 200, Sunnyvale, CA 94085. The privacy policy says its version history is available on request.",
          "No security.txt (the path returns the app shell), status page or changelog was found. Support support@asmiai.com.",
          "The OAuth authorization server metadata at https://prod.asmiai.com/.well-known/oauth-authorization-server/mcp/claude/oauth lists scopes tasks and outreach, PKCE S256, dynamic registration, client metadata documents and a revocation endpoint.",
          "RDAP gives a registration date of 2025-01-30 for asmiai.com."
        ],
        "score": 58
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/asmi.json",
      "live": {
        "slug": "asmi",
        "probe": {
          "target": "https://prod.asmiai.com/mcp/claude/",
          "method": "get",
          "lastAt": "2026-10-14T01:36:31.200092483Z",
          "lastOk": true,
          "lastStatus": 405,
          "lastMs": 139,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 141,
          "p95ms24h": 418,
          "samples24h": 21,
          "samples30d": 21,
          "days": [
            {
              "date": "2026-10-13",
              "probes": 4,
              "ok": 4
            },
            {
              "date": "2026-10-14",
              "probes": 17,
              "ok": 17
            }
          ]
        },
        "updatedAt": "2026-10-14T01:36:31.200092483Z"
      }
    },
    "answer": "QwenPaw scores 62.2 (B) on agent readiness against Asmi's 33.3 (F), and leads in every scored category.",
    "b": {
      "slug": "qwenpaw",
      "name": "QwenPaw",
      "vendor": "AgentScope",
      "vendorUrl": "https://qwenpaw.agentscope.io",
      "kind": "harness",
      "category": "personal-assistants",
      "summary": "Open-source personal assistant from the AgentScope team that the owner runs on their own machine or server. It answers on chat apps, runs scheduled and proactive tasks, manages a mailbox over IMAP and SMTP, and keeps memory as Markdown files.",
      "url": "https://www.anchorterminal.com/tools/qwenpaw",
      "markdownUrl": "https://www.anchorterminal.com/tools/qwenpaw.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/qwenpaw.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/qwenpaw.json",
      "repo": "https://github.com/agentscope-ai/QwenPaw",
      "license": "Apache-2.0",
      "transports": [
        "http",
        "stdio"
      ],
      "packages": [
        {
          "registry": "pypi",
          "name": "qwenpaw"
        },
        {
          "registry": "oci",
          "name": "agentscope/qwenpaw"
        }
      ],
      "auth": "none",
      "authNotes": "No account. The Console and API bind to 127.0.0.1:8088 with login off by default. `QWENPAW_AUTH_ENABLED=true` adds one admin account with a salted SHA-256 password hash and a signed token valid for seven days, and requests from localhost skip it. Each channel takes its own bot credentials, and the mailbox takes an IMAP and SMTP authorisation code or app password.",
      "pricing": "free",
      "pricingNotes": "Free under Apache-2.0 with nothing to buy. Model usage is billed by whichever provider the owner configures, and local models through llama.cpp, Ollama or LM Studio need no key. The README describes a hosted deployment on AgentScope Platform as free. That platform's pages are script-drawn and its terms and limits were not read (checked 2026-10-12).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the README, the docs source or the dependency list (checked 2026-10-12).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 35621,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://qwenpaw.agentscope.io/docs",
      "capabilities": [
        "assistant.proactive",
        "assistant.messaging",
        "assistant.accounts",
        "assistant.memory",
        "assistant.self-hosted",
        "agent.mcp-client"
      ],
      "tags": [
        "open-source",
        "self-hosted",
        "local",
        "free",
        "python",
        "docker",
        "desktop-app",
        "mcp",
        "telemetry-default-on"
      ],
      "lastRelease": "2026-09-11",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.2,
        "grade": "B",
        "agentReady": false,
        "rank": 454,
        "ranked": true,
        "rankOf": 1010,
        "categoryRank": 7,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 67,
          "maintenance": 73,
          "payments": 60,
          "reliability": 70,
          "schema": 68,
          "security": 60,
          "transparency": 56
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": -3,
        "negativeNotes": [
          "2026-09-11. Version 2.2.1 began enforcing each MCP server's tool allowlist on the agent runtime path (commit f2a292d of 4 September, #7504). Before it, a tool the owner had disabled on an MCP client could still be invoked by the agent. Fixed and listed in the release notes, with no security advisory, -2. https://github.com/agentscope-ai/QwenPaw/pull/7504",
          "2026-09-03. Version 2.2.0 blocked shell line-continuation variants that bypassed sensitive-path protections (#7472). Fixed and listed in the release notes, with no security advisory, -1. https://github.com/agentscope-ai/QwenPaw/blob/main/website/public/release-notes/v2.2.0.md"
        ],
        "verdict": "Mail tools ask for approval by default, automatic mail handling may not delete permanently, and the security docs list what each sandbox backend fails to enforce. Usage data is sent by default, the default approval level passes every tool call no rule flags, and no privacy policy or security advisory is published.",
        "bestFor": "One person who wants an assistant on Chinese and Western chat apps with scheduled digests, a consumer mailbox and file-based memory, on their own machine and with a model of their choice.",
        "strengths": [
          "New mail driver cards default to the `ask` policy, and automatic mail handling may not call `delete_message` or write to unknown recipients",
          "Kernel sandbox on macOS, Linux and Windows, with a documented list of constraints each backend does not enforce",
          "Model keys, mail credentials and environment secrets are encrypted with a master key held in the OS keychain or a 0600 file",
          "Memory is plain Markdown in the agent workspace that the owner can read, edit and remove",
          "Four stable releases in the 90 days to 12 October 2026, each with dated release notes"
        ],
        "weaknesses": [
          "Usage data is on by default, `qwenpaw init --defaults` accepts it without a prompt, and the opt-out variable is absent from the README and docs",
          "The default approval level AUTO asks only for tool calls a guard rule flags, and `/proactive` skips approval prompts entirely",
          "Channel direct-message and group policies default to `open`, and Console login is off by default",
          "No privacy policy, terms of service or security.txt on qwenpaw.agentscope.io, and no published GitHub security advisory",
          "Inside containers the sandbox falls back to `mode=none`, which the docs say enforces no isolation",
          "671 open issues and 381 open pull requests on 12 October 2026, and the Tests workflow on main had not completed a run since 30 September"
        ],
        "agentNotes": [
          "Set `QWENPAW_TELEMETRY_DISABLED=true` before `qwenpaw init --defaults` or `qwenpaw app`. Both send usage data without asking",
          "Set `approval_level` to `STRICT` or `SMART` in `agent.json`. The default `AUTO` runs every tool call no guard rule flags",
          "Set `dm_policy` and `group_policy` to `allowlist` with `allow_from` on each channel. Both default to `open`",
          "Set `QWENPAW_AUTH_ENABLED=true` before binding beyond 127.0.0.1. Requests from localhost skip login even then",
          "Keep mail tools on `ask` for `send_message`, `delete_message` and `delete_thread`, and turn on Mail Access Control with automatic handling"
        ],
        "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": 62.2
          }
        ],
        "editorialScores": {
          "ergonomics": 67,
          "maintenance": 73,
          "payments": 60,
          "reliability": 70,
          "schema": 68,
          "security": 60,
          "transparency": 58
        },
        "provenanceScore": 53
      },
      "connect": {
        "install": "pip install qwenpaw \u0026\u0026 qwenpaw init --defaults \u0026\u0026 qwenpaw app   # Python 3.11 to 3.13; or: docker pull agentscope/qwenpaw:latest",
        "http": "curl -X POST http://localhost:8088/api/console/chat -H \"Content-Type: application/json\" -H \"X-Agent-Id: default\" -d '{\"input\": [...]}'"
      },
      "letme": {
        "capability": "https://letme.dev/assistant.proactive",
        "tool": "https://letme.dev/qwenpaw"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Qwenpaw PRIVATE LIMITED",
        "domain": "agentscope.io",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://qwenpaw.agentscope.io/release-notes",
        "securityTxt": "none",
        "checked": "2026-10-12",
        "notes": [
          "The site footer in the repository's website source reads © 2026 Qwenpaw PRIVATE LIMITED. The LICENSE file names The QwenPaw Authors, and the README credits the AgentScope team.",
          "SECURITY.md sends vulnerability reports to the Alibaba Security Response Centre. We found no other first-hand statement of ownership by Alibaba.",
          "The site links a Usage Policy dated 26 August 2026 and no terms of service or privacy policy, so both links are left out and the Apache-2.0 licence stands in.",
          "qwenpaw.agentscope.io answered 404 for robots.txt, llms.txt and /.well-known/security.txt on 12 October 2026.",
          "No hosted endpoint is graded. A self-hosted instance answers on its owner's own host. We did not look up the domain's registration date."
        ],
        "score": 53
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/qwenpaw.json",
      "live": {
        "slug": "qwenpaw",
        "versions": [
          {
            "registry": "github",
            "name": "agentscope-ai/QwenPaw",
            "version": "v2.2.1",
            "released": "2026-09-11",
            "seenAt": "2026-10-13T23:20:06.630548362Z"
          },
          {
            "registry": "pypi",
            "name": "qwenpaw",
            "version": "2.2.1",
            "released": "2026-09-11",
            "seenAt": "2026-10-13T23:20:04.628488233Z"
          }
        ],
        "githubStars": 35650,
        "pypiWeekly": 2913,
        "securityTxt": {
          "url": "https://agentscope.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-13T15:45:41.873198107Z"
        },
        "pages": [
          {
            "url": "https://qwenpaw.agentscope.io/release-notes",
            "kind": "changelog",
            "status": 404,
            "checkedAt": "2026-10-13T20:21:56.090261572Z",
            "changedAt": "0001-01-01T00:00:00Z"
          }
        ],
        "updatedAt": "2026-10-13T23:20:06.630548362Z"
      }
    },
    "facts": [
      {
        "a": "Platform",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Humint Labs, Inc.",
        "b": "AgentScope",
        "name": "Vendor"
      },
      {
        "a": "https://prod.asmiai.com/mcp/claude/",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "Streamable HTTP",
        "b": "HTTP, stdio",
        "name": "Transports"
      },
      {
        "a": "OAuth",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Closed service under Asmi's Terms of Service (Humint Labs, Inc., a Delaware corporation, effective October 2026).",
        "b": "Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "12",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "none",
        "b": "2026-09-11",
        "name": "Last release"
      },
      {
        "a": "",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "none",
        "b": "36k stars",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "QwenPaw scores 62.2 (B) on agent readiness against Asmi's 33.3 (F), and leads in every scored category.",
        "question": "Which is better for AI agents, Asmi or QwenPaw?"
      },
      {
        "answer": "No open-source release is listed for Asmi. QwenPaw is open source (Apache-2.0).",
        "question": "Are Asmi and QwenPaw open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": null,
        "also": [
          "A hosted endpoint, with nothing to install",
          "No incidents deducted, where QwenPaw loses 3 points for them"
        ],
        "goodFor": "An agent that needs phone calls, texts and emails to businesses done for its owner.",
        "slug": "asmi",
        "watchFor": "Tool JSON Schemas and annotations can't be read before OAuth (unauthenticated initialize returns 401)."
      },
      {
        "aheadOn": [
          "Reliability, 70 against 30",
          "Schema \u0026 documentation, 68 against 20",
          "Agent ergonomics, 67 against 43",
          "Security \u0026 auth, 60 against 49",
          "Payments \u0026 pricing, 60 against 30",
          "Maintenance \u0026 community, 73 against 3",
          "Transparency \u0026 trust, 56 against 51"
        ],
        "also": [
          "No key needed to call it",
          "Runs on your own machine",
          "Open source"
        ],
        "goodFor": "One person who wants an assistant on Chinese and Western chat apps with scheduled digests, a consumer mailbox and file-based memory, on their own machine and with a model of their choice.",
        "slug": "qwenpaw",
        "watchFor": "Usage data is on by default, `qwenpaw init --defaults` accepts it without a prompt, and the opt-out variable is absent from the README and docs"
      }
    ],
    "job": {
      "capability": "assistant.messaging",
      "name": "Assistants reached by message"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/asaply-vs-asmi.json",
        "title": "asaply vs Asmi",
        "url": "https://www.anchorterminal.com/compare/asaply-vs-asmi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asaply-vs-qwenpaw.json",
        "title": "asaply vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/asaply-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-astrbot.json",
        "title": "Asmi vs AstrBot",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-astrbot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-boba.json",
        "title": "Asmi vs Boba",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-boba"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-boski.json",
        "title": "Asmi vs Boski",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-boski"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-brea.json",
        "title": "Asmi vs Brea",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-brea"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-caddy-app.json",
        "title": "Asmi vs Caddy",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-caddy-app"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-cowagent.json",
        "title": "Asmi vs CowAgent",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-cowagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-del.json",
        "title": "Asmi vs Del",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-del"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio.json",
        "title": "Asmi vs folk",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-gaia.json",
        "title": "Asmi vs GAIA",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-gaia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-grok-bot.json",
        "title": "Asmi vs Grok Bot",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-grok-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-haven.json",
        "title": "Asmi vs Haven",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-haven"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-hermes-agent.json",
        "title": "Asmi vs Hermes Agent",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-hermes-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-hirealpha.json",
        "title": "Asmi vs HireAlpha",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-hirealpha"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-instinct.json",
        "title": "Asmi vs Instinct",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-instinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-ironclaw.json",
        "title": "Asmi vs IronClaw",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-ironclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-lindy.json",
        "title": "Asmi vs Lindy",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-nanobot.json",
        "title": "Asmi vs nanobot",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-nanobot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-nanoclaw.json",
        "title": "Asmi vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-natura.json",
        "title": "Asmi vs Natura tinyNature",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-natura"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-openai-dots.json",
        "title": "Asmi vs Dots",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-openai-dots"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-openclaw.json",
        "title": "Asmi vs OpenClaw",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-openclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-openinstinct.json",
        "title": "Asmi vs OpenInstinct",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-openinstinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-orbits.json",
        "title": "Asmi vs Orbits",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-orbits"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-orchid-ai.json",
        "title": "Asmi vs Orchid",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-orchid-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-pally.json",
        "title": "Asmi vs Pally",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-pally"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-picoclaw.json",
        "title": "Asmi vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-poke.json",
        "title": "Asmi vs Poke",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-szn.json",
        "title": "Asmi vs szn",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-szn"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-tab-bot.json",
        "title": "Asmi vs Tab",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-tab-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-tomo.json",
        "title": "Asmi vs Tomo",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-tomo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-town.json",
        "title": "Asmi vs Town",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-town"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-zapia.json",
        "title": "Asmi vs Zapia",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-zapia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-zeroclaw.json",
        "title": "Asmi vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-zo-computer.json",
        "title": "Asmi vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/boba-vs-qwenpaw.json",
        "title": "Boba vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/boba-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brea-vs-qwenpaw.json",
        "title": "Brea vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/brea-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/del-vs-qwenpaw.json",
        "title": "Del vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/del-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hirealpha-vs-qwenpaw.json",
        "title": "HireAlpha vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/hirealpha-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openinstinct-vs-qwenpaw.json",
        "title": "OpenInstinct vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/openinstinct-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orbits-vs-qwenpaw.json",
        "title": "Orbits vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/orbits-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-qwenpaw.json",
        "title": "Orchid vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-szn.json",
        "title": "QwenPaw vs szn",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-szn"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-tab-bot.json",
        "title": "QwenPaw vs Tab",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-tab-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-zapia.json",
        "title": "QwenPaw vs Zapia",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-zapia"
      },
      {
        "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/boski-vs-qwenpaw.json",
        "title": "Boski vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/boski-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/caddy-app-vs-qwenpaw.json",
        "title": "Caddy vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/caddy-app-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-qwenpaw.json",
        "title": "CowAgent vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-qwenpaw.json",
        "title": "folk vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-qwenpaw"
      },
      {
        "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/gemini-spark-vs-qwenpaw.json",
        "title": "Gemini Spark vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-qwenpaw"
      },
      {
        "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/haven-vs-qwenpaw.json",
        "title": "Haven vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/haven-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-qwenpaw.json",
        "title": "Hermes Agent vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/instinct-vs-qwenpaw.json",
        "title": "Instinct vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/instinct-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ironclaw-vs-qwenpaw.json",
        "title": "IronClaw vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/ironclaw-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/leon-vs-qwenpaw.json",
        "title": "Leon vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/leon-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-qwenpaw.json",
        "title": "Lindy vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nanobot-vs-qwenpaw.json",
        "title": "nanobot vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/nanobot-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-qwenpaw.json",
        "title": "NanoClaw vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-dots-vs-qwenpaw.json",
        "title": "Dots vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/openai-dots-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openclaw-vs-qwenpaw.json",
        "title": "OpenClaw vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/openclaw-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/picoclaw-vs-qwenpaw.json",
        "title": "PicoClaw vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/picoclaw-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-qwenpaw.json",
        "title": "Poke vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/poke-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-town.json",
        "title": "QwenPaw vs Town",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-town"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-zeroclaw.json",
        "title": "QwenPaw vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-zo-computer.json",
        "title": "QwenPaw vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/natura-vs-qwenpaw.json",
        "title": "Natura tinyNature vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/natura-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pally-vs-qwenpaw.json",
        "title": "Pally vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/pally-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-tomo.json",
        "title": "QwenPaw vs Tomo",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-tomo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-wajo.json",
        "title": "QwenPaw vs Wajo (Fo)",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-wajo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-gemini-spark.json",
        "title": "Asmi vs Gemini Spark",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-gemini-spark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-leon.json",
        "title": "Asmi vs Leon",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-leon"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-talorys.json",
        "title": "Asmi vs Talorys",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-wajo.json",
        "title": "Asmi vs Wajo (Fo)",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-wajo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-talorys.json",
        "title": "QwenPaw vs Talorys",
        "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-talorys"
      }
    ],
    "scores": [
      {
        "asmi": 30,
        "by": 40,
        "edge": "qwenpaw",
        "key": "reliability",
        "name": "Reliability",
        "qwenpaw": 70,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "asmi": 20,
        "by": 48,
        "edge": "qwenpaw",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "qwenpaw": 68,
        "weight": 13
      },
      {
        "asmi": 43,
        "by": 24,
        "edge": "qwenpaw",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "qwenpaw": 67,
        "weight": 13
      },
      {
        "asmi": 49,
        "by": 11,
        "edge": "qwenpaw",
        "key": "security",
        "name": "Security \u0026 auth",
        "qwenpaw": 60,
        "weight": 14
      },
      {
        "asmi": 30,
        "by": 30,
        "edge": "qwenpaw",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "qwenpaw": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "asmi": 3,
        "by": 70,
        "edge": "qwenpaw",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "qwenpaw": 73,
        "weight": 7
      },
      {
        "asmi": 51,
        "by": 5,
        "edge": "qwenpaw",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "qwenpaw": 56,
        "weight": 7
      }
    ],
    "summary": "QwenPaw scores 62.2 (B) on agent readiness against Asmi's 33.3 (F), and leads in every scored category. Both do assistants reached by message.",
    "verdicts": {
      "asmi": "Asmi is a hosted errand service with a 12-tool MCP server for Claude, ChatGPT and Muse, using OAuth with separate scopes for tracking tasks and for contacting people. Tool schemas sit behind sign-in, the outreach scope is ticked by default, and no status page, changelog or security contact was found.",
      "qwenpaw": "Mail tools ask for approval by default, automatic mail handling may not delete permanently, and the security docs list what each sandbox backend fails to enforce. Usage data is sent by default, the default approval level passes every tool call no rule flags, and no privacy policy or security advisory is published."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/asmi-vs-qwenpaw",
    "json": "https://www.anchorterminal.com/compare/asmi-vs-qwenpaw.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/asmi-vs-qwenpaw.md",
    "slim": "https://www.anchorterminal.com/compare/asmi-vs-qwenpaw.min.md"
  },
  "markdown": "QwenPaw scores 62.2 (B) on agent readiness against Asmi's 33.3 (F), and leads in every scored category. Both do assistants reached by message.\n\n- Asmi: grade F, 33.3/100, rank #973 of 1010. Markdown https://www.anchorterminal.com/tools/asmi.md · JSON https://www.anchorterminal.com/api/v1/tools/asmi.json\n- QwenPaw: grade B, 62.2/100, rank #454 of 1010. Markdown https://www.anchorterminal.com/tools/qwenpaw.md · JSON https://www.anchorterminal.com/api/v1/tools/qwenpaw.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 834 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md\n\n## Which one, for what\n\n### Asmi (F)\n\nGood for: An agent that needs phone calls, texts and emails to businesses done for its owner.\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- No incidents deducted, where QwenPaw loses 3 points for them\n\nWatch for: Tool JSON Schemas and annotations can't be read before OAuth (unauthenticated initialize returns 401).\n\n### QwenPaw (B)\n\nGood for: One person who wants an assistant on Chinese and Western chat apps with scheduled digests, a consumer mailbox and file-based memory, on their own machine and with a model of their choice.\n\nAhead on:\n- Reliability, 70 against 30\n- Schema \u0026 documentation, 68 against 20\n- Agent ergonomics, 67 against 43\n- Security \u0026 auth, 60 against 49\n- Payments \u0026 pricing, 60 against 30\n- Maintenance \u0026 community, 73 against 3\n- Transparency \u0026 trust, 56 against 51\n\nAlso in its favour:\n- No key needed to call it\n- Runs on your own machine\n- Open source\n\nWatch for: Usage data is on by default, `qwenpaw init --defaults` accepts it without a prompt, and the opt-out variable is absent from the README and docs\n\n\n## Score by category\n\n| Category | Weight | Asmi | QwenPaw | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 30 | 70 | QwenPaw +40 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 20 | 68 | QwenPaw +48 |\n| Agent ergonomics | 13% (16.2 this run) | 43 | 67 | QwenPaw +24 |\n| Security \u0026 auth | 14% (17.5 this run) | 49 | 60 | QwenPaw +11 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 60 | QwenPaw +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 3 | 73 | QwenPaw +70 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 51 | 56 | QwenPaw +5 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **33.3 · F** | **62.2 · B** | |\n\n## Facts side by side\n\n| Fact | Asmi | QwenPaw |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | Humint Labs, Inc. | AgentScope |\n| Hosted endpoint | `https://prod.asmiai.com/mcp/claude/` | no (local only) |\n| Transports | Streamable HTTP | HTTP, stdio |\n| Auth | OAuth | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Closed service under Asmi's Terms of Service (Humint Labs, Inc., a Delaware corporation, effective October 2026). | Apache-2.0 |\n| Tools exposed | 12 | none |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | none | 2026-09-11 |\n| Terms last updated |  | no document linked |\n| Privacy policy last updated |  | no document linked |\n| Customer content may train models |  |  |\n| Terms restrict automated access |  |  |\n| Terms restrict benchmarking |  |  |\n| Terms or service can change without notice |  |  |\n| Arbitration or class-action waiver |  |  |\n| Popularity | none | 36k stars |\n\n## Verdicts\n\n**Asmi.** Asmi is a hosted errand service with a 12-tool MCP server for Claude, ChatGPT and Muse, using OAuth with separate scopes for tracking tasks and for contacting people. Tool schemas sit behind sign-in, the outreach scope is ticked by default, and no status page, changelog or security contact was found.\n\n**QwenPaw.** Mail tools ask for approval by default, automatic mail handling may not delete permanently, and the security docs list what each sandbox backend fails to enforce. Usage data is sent by default, the default approval level passes every tool call no rule flags, and no privacy policy or security advisory is published.\n\n## Before you call either\n\n### Asmi\n\n1. Use the endpoint for your own client (/mcp/claude/, /mcp/openai/ or /mcp/meta/). A token from another client gets 403.\n2. Call discover_search before execute_start, then poll execute_status with the task id instead of starting the task again.\n3. Answer Asmi's questions with execute_advance. Calls already placed can't be recalled by execute_cancel.\n4. Expect outreach_not_permitted if the owner unticked contact people. Ask them to reconnect rather than retrying.\n5. Check billing_status before starting a task, since each outreach task uses one of the month's quota.\n\n### QwenPaw\n\n1. Set `QWENPAW_TELEMETRY_DISABLED=true` before `qwenpaw init --defaults` or `qwenpaw app`. Both send usage data without asking\n2. Set `approval_level` to `STRICT` or `SMART` in `agent.json`. The default `AUTO` runs every tool call no guard rule flags\n3. Set `dm_policy` and `group_policy` to `allowlist` with `allow_from` on each channel. Both default to `open`\n4. Set `QWENPAW_AUTH_ENABLED=true` before binding beyond 127.0.0.1. Requests from localhost skip login even then\n5. Keep mail tools on `ask` for `send_message`, `delete_message` and `delete_thread`, and turn on Mail Access Control with automatic handling\n\n## Questions\n\n### Which is better for AI agents, Asmi or QwenPaw?\n\nQwenPaw scores 62.2 (B) on agent readiness against Asmi's 33.3 (F), and leads in every scored category.\n\n### Are Asmi and QwenPaw open source?\n\nNo open-source release is listed for Asmi. QwenPaw is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/asmi-vs-qwenpaw.json, and with the fewest tokens: https://www.anchorterminal.com/compare/asmi-vs-qwenpaw.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"asmi\", \"b\": \"qwenpaw\"}`. From a terminal: `anchor compare asmi qwenpaw`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/asmi.json and https://www.anchorterminal.com/api/v1/tools/qwenpaw.json\n\n## Other comparisons with Asmi or QwenPaw\n\n- [asaply vs Asmi](https://www.anchorterminal.com/compare/asaply-vs-asmi.md)\n- [asaply vs QwenPaw](https://www.anchorterminal.com/compare/asaply-vs-qwenpaw.md)\n- [Asmi vs AstrBot](https://www.anchorterminal.com/compare/asmi-vs-astrbot.md)\n- [Asmi vs Boba](https://www.anchorterminal.com/compare/asmi-vs-boba.md)\n- [Asmi vs Boski](https://www.anchorterminal.com/compare/asmi-vs-boski.md)\n- [Asmi vs Brea](https://www.anchorterminal.com/compare/asmi-vs-brea.md)\n- [Asmi vs Caddy](https://www.anchorterminal.com/compare/asmi-vs-caddy-app.md)\n- [Asmi vs CowAgent](https://www.anchorterminal.com/compare/asmi-vs-cowagent.md)\n- [Asmi vs Del](https://www.anchorterminal.com/compare/asmi-vs-del.md)\n- [Asmi vs folk](https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio.md)\n- [Asmi vs GAIA](https://www.anchorterminal.com/compare/asmi-vs-gaia.md)\n- [Asmi vs Grok Bot](https://www.anchorterminal.com/compare/asmi-vs-grok-bot.md)\n- [Asmi vs Haven](https://www.anchorterminal.com/compare/asmi-vs-haven.md)\n- [Asmi vs Hermes Agent](https://www.anchorterminal.com/compare/asmi-vs-hermes-agent.md)\n- [Asmi vs HireAlpha](https://www.anchorterminal.com/compare/asmi-vs-hirealpha.md)\n- [Asmi vs Instinct](https://www.anchorterminal.com/compare/asmi-vs-instinct.md)\n- [Asmi vs IronClaw](https://www.anchorterminal.com/compare/asmi-vs-ironclaw.md)\n- [Asmi vs Lindy](https://www.anchorterminal.com/compare/asmi-vs-lindy.md)\n- [Asmi vs nanobot](https://www.anchorterminal.com/compare/asmi-vs-nanobot.md)\n- [Asmi vs NanoClaw](https://www.anchorterminal.com/compare/asmi-vs-nanoclaw.md)\n- [Asmi vs Natura tinyNature](https://www.anchorterminal.com/compare/asmi-vs-natura.md)\n- [Asmi vs Dots](https://www.anchorterminal.com/compare/asmi-vs-openai-dots.md)\n- [Asmi vs OpenClaw](https://www.anchorterminal.com/compare/asmi-vs-openclaw.md)\n- [Asmi vs OpenInstinct](https://www.anchorterminal.com/compare/asmi-vs-openinstinct.md)\n- [Asmi vs Orbits](https://www.anchorterminal.com/compare/asmi-vs-orbits.md)\n- [Asmi vs Orchid](https://www.anchorterminal.com/compare/asmi-vs-orchid-ai.md)\n- [Asmi vs Pally](https://www.anchorterminal.com/compare/asmi-vs-pally.md)\n- [Asmi vs PicoClaw](https://www.anchorterminal.com/compare/asmi-vs-picoclaw.md)\n- [Asmi vs Poke](https://www.anchorterminal.com/compare/asmi-vs-poke.md)\n- [Asmi vs szn](https://www.anchorterminal.com/compare/asmi-vs-szn.md)\n- [Asmi vs Tab](https://www.anchorterminal.com/compare/asmi-vs-tab-bot.md)\n- [Asmi vs Tomo](https://www.anchorterminal.com/compare/asmi-vs-tomo.md)\n- [Asmi vs Town](https://www.anchorterminal.com/compare/asmi-vs-town.md)\n- [Asmi vs Zapia](https://www.anchorterminal.com/compare/asmi-vs-zapia.md)\n- [Asmi vs ZeroClaw](https://www.anchorterminal.com/compare/asmi-vs-zeroclaw.md)\n- [Asmi vs Zo Computer](https://www.anchorterminal.com/compare/asmi-vs-zo-computer.md)\n- [Boba vs QwenPaw](https://www.anchorterminal.com/compare/boba-vs-qwenpaw.md)\n- [Brea vs QwenPaw](https://www.anchorterminal.com/compare/brea-vs-qwenpaw.md)\n- [Del vs QwenPaw](https://www.anchorterminal.com/compare/del-vs-qwenpaw.md)\n- [HireAlpha vs QwenPaw](https://www.anchorterminal.com/compare/hirealpha-vs-qwenpaw.md)\n- [OpenInstinct vs QwenPaw](https://www.anchorterminal.com/compare/openinstinct-vs-qwenpaw.md)\n- [Orbits vs QwenPaw](https://www.anchorterminal.com/compare/orbits-vs-qwenpaw.md)\n- [Orchid vs QwenPaw](https://www.anchorterminal.com/compare/orchid-ai-vs-qwenpaw.md)\n- [QwenPaw vs szn](https://www.anchorterminal.com/compare/qwenpaw-vs-szn.md)\n- [QwenPaw vs Tab](https://www.anchorterminal.com/compare/qwenpaw-vs-tab-bot.md)\n- [QwenPaw vs Zapia](https://www.anchorterminal.com/compare/qwenpaw-vs-zapia.md)\n- [AstrBot vs QwenPaw](https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw.md)\n- [Boski vs QwenPaw](https://www.anchorterminal.com/compare/boski-vs-qwenpaw.md)\n- [Caddy vs QwenPaw](https://www.anchorterminal.com/compare/caddy-app-vs-qwenpaw.md)\n- [CowAgent vs QwenPaw](https://www.anchorterminal.com/compare/cowagent-vs-qwenpaw.md)\n- [folk vs QwenPaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-qwenpaw.md)\n- [GAIA vs QwenPaw](https://www.anchorterminal.com/compare/gaia-vs-qwenpaw.md)\n- [Gemini Spark vs QwenPaw](https://www.anchorterminal.com/compare/gemini-spark-vs-qwenpaw.md)\n- [Grok Bot vs QwenPaw](https://www.anchorterminal.com/compare/grok-bot-vs-qwenpaw.md)\n- [Haven vs QwenPaw](https://www.anchorterminal.com/compare/haven-vs-qwenpaw.md)\n- [Hermes Agent vs QwenPaw](https://www.anchorterminal.com/compare/hermes-agent-vs-qwenpaw.md)\n- [Instinct vs QwenPaw](https://www.anchorterminal.com/compare/instinct-vs-qwenpaw.md)\n- [IronClaw vs QwenPaw](https://www.anchorterminal.com/compare/ironclaw-vs-qwenpaw.md)\n- [Leon vs QwenPaw](https://www.anchorterminal.com/compare/leon-vs-qwenpaw.md)\n- [Lindy vs QwenPaw](https://www.anchorterminal.com/compare/lindy-vs-qwenpaw.md)\n- [nanobot vs QwenPaw](https://www.anchorterminal.com/compare/nanobot-vs-qwenpaw.md)\n- [NanoClaw vs QwenPaw](https://www.anchorterminal.com/compare/nanoclaw-vs-qwenpaw.md)\n- [Dots vs QwenPaw](https://www.anchorterminal.com/compare/openai-dots-vs-qwenpaw.md)\n- [OpenClaw vs QwenPaw](https://www.anchorterminal.com/compare/openclaw-vs-qwenpaw.md)\n- [PicoClaw vs QwenPaw](https://www.anchorterminal.com/compare/picoclaw-vs-qwenpaw.md)\n- [Poke vs QwenPaw](https://www.anchorterminal.com/compare/poke-vs-qwenpaw.md)\n- [QwenPaw vs Town](https://www.anchorterminal.com/compare/qwenpaw-vs-town.md)\n- [QwenPaw vs ZeroClaw](https://www.anchorterminal.com/compare/qwenpaw-vs-zeroclaw.md)\n- [QwenPaw vs Zo Computer](https://www.anchorterminal.com/compare/qwenpaw-vs-zo-computer.md)\n- [Natura tinyNature vs QwenPaw](https://www.anchorterminal.com/compare/natura-vs-qwenpaw.md)\n- [Pally vs QwenPaw](https://www.anchorterminal.com/compare/pally-vs-qwenpaw.md)\n- [QwenPaw vs Tomo](https://www.anchorterminal.com/compare/qwenpaw-vs-tomo.md)\n- [QwenPaw vs Wajo (Fo)](https://www.anchorterminal.com/compare/qwenpaw-vs-wajo.md)\n- [Asmi vs Gemini Spark](https://www.anchorterminal.com/compare/asmi-vs-gemini-spark.md)\n- [Asmi vs Leon](https://www.anchorterminal.com/compare/asmi-vs-leon.md)\n- [Asmi vs Talorys](https://www.anchorterminal.com/compare/asmi-vs-talorys.md)\n- [Asmi vs Wajo (Fo)](https://www.anchorterminal.com/compare/asmi-vs-wajo.md)\n- [QwenPaw vs Talorys](https://www.anchorterminal.com/compare/qwenpaw-vs-talorys.md)\n\n## Disclosure\n\n- Asmi 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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