{
  "data": {
    "a": {
      "slug": "learnharness",
      "name": "LearnHarness",
      "vendor": "Amos Blomqvist",
      "vendorUrl": "https://learnharness.ai",
      "kind": "harness",
      "category": "personal-assistants",
      "summary": "LearnHarness is an open-source desktop app for macOS, Windows and Linux that tests what a learner already understands, plans a route to a goal, teaches step by step and keeps a local knowledge graph, using the learner's own model keys.",
      "url": "https://www.anchorterminal.com/tools/learnharness",
      "markdownUrl": "https://www.anchorterminal.com/tools/learnharness.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/learnharness.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/learnharness.json",
      "repo": "https://github.com/amosblomqvist/learnharness",
      "license": "AGPL-3.0-only",
      "transports": [],
      "packages": [],
      "auth": "none",
      "authNotes": "No LearnHarness account. The learner adds keys for model providers (OpenAI, Anthropic, Google, DeepSeek, OpenRouter and others), or one OpenAI-compatible endpoint, or signs in with ChatGPT, GitHub Copilot or Grok, or connects an installed Claude Code CLI. Deepgram (dictation) and Tavily or Brave (web search) take separate keys.",
      "pricing": "free",
      "pricingNotes": "Free under AGPL-3.0 with nothing to buy. Model usage is billed by the provider the learner configures, or counts against a ChatGPT, Copilot or Grok plan, and the app shows a live cost meter. The README says any future charge would be for convenience such as managed keys or hosting.",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the README, the website, the skill or the source files read (checked 2026-10-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 4204,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-30"
      },
      "docsUrl": "https://github.com/amosblomqvist/learnharness/blob/main/docs/development.md",
      "capabilities": [
        "assistant.memory",
        "assistant.self-hosted",
        "memory.graph",
        "memory.read",
        "web.search"
      ],
      "tags": [
        "open-source",
        "local",
        "free",
        "no-card",
        "agpl",
        "desktop-app",
        "macos",
        "windows",
        "linux",
        "agent-skill",
        "typescript",
        "new"
      ],
      "lastRelease": "2026-10-29",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 59.3,
        "grade": "C",
        "agentReady": false,
        "rank": 648,
        "ranked": true,
        "rankOf": 1239,
        "categoryRank": 9,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 60,
          "maintenance": 71,
          "payments": 60,
          "reliability": 56,
          "schema": 63,
          "security": 52,
          "transparency": 60
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-30"
        },
        "negative": 0,
        "verdict": "The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.",
        "bestFor": "A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.",
        "strengths": [
          "AGPL-3.0 source, with installers for macOS (signed and notarised), Windows and Linux on GitHub Releases",
          "A bundled agent skill with Python readers that print sessions and graph data as text or JSON and write nothing",
          "The in-app agent has no shell, write or send tool, and Claude Code runs with its built-in tools switched off",
          "The desktop server binds 127.0.0.1 and requires a per-launch 64-character secret header",
          "Nine releases from 17 to 29 October 2026, with CI running typecheck, tests, lint and three-OS builds on main"
        ],
        "weaknesses": [
          "The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider",
          "Provider keys and ChatGPT sign-in credentials are stored as plaintext JSON at mode 0600, not in the OS keychain",
          "No SECURITY.md, security.txt, privacy policy or terms. learnharness.ai answers 404 for each",
          "0.x software created on 16 October 2026, with 265 open issues and pull requests and none of the 39 newest pull requests merged",
          "No outside agent can start or drive a lesson. The local HTTP API is for the app's own window"
        ],
        "agentNotes": [
          "Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing",
          "Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions`",
          "Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it",
          "Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text",
          "Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 59.3
          }
        ],
        "editorialScores": {
          "ergonomics": 60,
          "maintenance": 71,
          "payments": 60,
          "reliability": 56,
          "schema": 63,
          "security": 52,
          "transparency": 64
        },
        "provenanceScore": 56,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-30",
            "maintenance": "2026-10-30",
            "payments": "2026-10-30",
            "reliability": "2026-10-30",
            "schema": "2026-10-30",
            "security": "2026-10-30",
            "transparency": "2026-10-30"
          },
          "last": "2026-10-30",
          "oldest": "2026-10-30",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "letme": {
        "capability": "https://letme.dev/assistant.memory",
        "tool": "https://letme.dev/learnharness"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "No legal entity found. Copyright Amos Blomqvist",
        "domain": "learnharness.ai",
        "domainRegistered": "2026-10-09",
        "endpointOnVendorDomain": null,
        "terms": "https://raw.githubusercontent.com/amosblomqvist/learnharness/main/LICENSE",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/amosblomqvist/learnharness/releases",
        "securityTxt": "none",
        "checked": "2026-10-30",
        "notes": [
          "The footer of learnharness.ai reads © 2026 Amos Blomqvist, and `package.json` names Amos Blomqvist as author. No company is named.",
          "learnharness.ai/privacy, /terms, /llms.txt and /.well-known/security.txt return 404, and the repository has no SECURITY.md, so the AGPL-3.0 licence stands in for terms.",
          "RDAP (Identity Digital) gives learnharness.ai a registration date of 2026-10-09.",
          "The app runs on the learner's machine. Its only vendor-side service seen is the website, which a release workflow updates. Updates come from GitHub Releases.",
          "There is no CHANGELOG file. Each GitHub release carries its notes."
        ],
        "score": 56
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/learnharness.json"
    },
    "answer": "LearnHarness scores 59.3 (C) on agent readiness against Lindy's 32.5 (F), and leads in every scored category.",
    "b": {
      "slug": "lindy",
      "name": "Lindy",
      "vendor": "Crivello Corp (doing business as Lindy)",
      "vendorUrl": "https://www.lindy.ai",
      "kind": "platform",
      "category": "personal-assistants",
      "summary": "Lindy is a hosted AI assistant from Crivello Corp. Each user has a private assistant for mail, calendar and meetings, reached by Slack, iMessage, SMS, email or the web app, and a team shares a second one in Slack channels.",
      "url": "https://www.anchorterminal.com/tools/lindy",
      "markdownUrl": "https://www.anchorterminal.com/tools/lindy.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/lindy.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/lindy.json",
      "license": "Proprietary service under Lindy's Terms of Service. No source is published",
      "transports": [],
      "packages": [],
      "auth": "oauth",
      "authNotes": "A person signs in with Google or Microsoft and connects mail and calendar from either, a phone number verified by code, and Slack through an app an owner or admin installs. Other tools connect by OAuth or an API key, and every action for a tool turns on at once with no scope choice in Lindy. A connection is personal until an owner or admin shares it with the workspace, after which everyone's Lindy works as that account. Saved API keys are write-only and can be rotated or revoked. No public API or key for outside callers was found in the docs.",
      "pricing": "paid",
      "pricingNotes": "$29.99 per active user a month with 3,000 credits, pooled across the workspace, and larger monthly credit amounts up to 1,750,000 for $9,999.50. Top-ups are $10 per 1,000 credits and do not expire, while monthly credits do not roll over. New accounts get $50 of credit for seven days with no card. The pricing page gives 2 to 250 credits for an everyday request and 1,000 to 2,500 for a large build. The docs name Plus, Pro and Max plans priced only inside the app, which the pricing page does not list (checked 2026-10-12).",
      "priceSummary": "$29.99 / seat-mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 on the pricing page, the terms or the docs (checked 2026-10-12).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://docs.lindy.ai",
      "llmsTxt": "https://docs.lindy.ai/llms.txt",
      "capabilities": [
        "assistant.proactive",
        "assistant.messaging",
        "assistant.accounts",
        "assistant.memory",
        "agent.mcp-client"
      ],
      "tags": [
        "hosted",
        "closed-source",
        "paid",
        "free-trial",
        "no-card",
        "slack",
        "imessage",
        "sms",
        "email",
        "chrome-extension",
        "mcp-client",
        "approvals",
        "llms-txt",
        "soc2",
        "team"
      ],
      "lastRelease": "2025-10-21",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 32.5,
        "grade": "F",
        "agentReady": false,
        "rank": 1159,
        "ranked": true,
        "rankOf": 1239,
        "categoryRank": 26,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 43,
          "maintenance": 9,
          "payments": 35,
          "reliability": 24,
          "schema": 32,
          "security": 49,
          "transparency": 55
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": -3,
        "negativeNotes": [
          "2026-10-12. The pricing page and the docs pricing page answer the question of whether Lindy does anything without approval with No, and say anything with outside impact waits for approval. The integrations page says approval settings apply in shared Slack threads only, that web chat, Slack direct messages, iMessage and SMS are not guarded, and that an integration can be set to always allow writes (https://www.lindy.ai/pricing, https://docs.lindy.ai/pricing.md, https://docs.lindy.ai/integrations/overview.md). 3 points for a misleading claim."
        ],
        "verdict": "Lindy keeps what it remembers in files the owner can read and edit, and publishes credit prices. Its approval setting applies in shared Slack threads only, so writes asked for by direct message, text or web chat run unasked, which its pricing page does not say. It has no status page, and its changelog stops in October 2025.",
        "bestFor": "Lindy suits a person or small team that lives in Slack and Google or Microsoft mail and wants briefs, drafts, scheduling and meeting notes done on a schedule.",
        "strengths": [
          "Memory is a set of plain files in the web app, split into Personal, Team and System scopes, which the owner can read, edit and restore by version.",
          "Each integration has a setting that makes Lindy ask in Slack before writing, or stops it writing with that tool at all.",
          "Saved API keys are write-only. The docs say a value cannot be read back in the app, through the API or by asking Lindy, and keys can be rotated or revoked.",
          "The privacy policy of 28 September 2026 names its processors by category, among them Anthropic, OpenAI, Perplexity AI, Pipedream, WorkOS, Twilio and Recall.ai.",
          "Credit prices are public. A seat is $29.99 a month with 3,000 credits, top-ups are $10 per 1,000, and new accounts get $50 of credit with no card."
        ],
        "weaknesses": [
          "The integrations page says approval settings apply in shared Slack threads only. Web chat, Slack direct messages, iMessage and SMS are not covered, and reads are never covered.",
          "The pricing page and the docs pricing page both answer that Lindy does nothing with outside impact without approval, which the integrations page contradicts.",
          "No status page, uptime record or SLA was found on the site or in the docs.",
          "The public changelog's newest entry is dated 21 October 2025, and it describes an agent builder the current docs no longer cover.",
          "Deleting a memory file keeps its earlier versions, and no way to purge them or a retention period was found. The privacy policy gives no period either.",
          "The terms of 24 September 2026 forbid automated use of the system and use for any commercial enterprise, in a product sold to companies. This matters before any probe is run."
        ],
        "agentNotes": [
          "Treat a request sent by direct message, text or web chat as unguarded. Approval prompts appear in shared Slack threads only.",
          "Run a routine as a dry run before turning it on. A dry run reads real data and sends, posts and writes nothing.",
          "Turn off unused tools after adding an MCP server. Every supported tool arrives switched on, and a large server adds more than a hundred.",
          "Expect a billed seat for anyone who mentions Lindy in Slack. A teammate who joins that way has seven free days first.",
          "Connect only hosted MCP servers on public HTTPS with streamable HTTP, the one kind the docs describe."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 1.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "F",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 32.5
          }
        ],
        "editorialScores": {
          "ergonomics": 43,
          "maintenance": 9,
          "payments": 35,
          "reliability": 24,
          "schema": 32,
          "security": 49,
          "transparency": 36
        },
        "provenanceScore": 73,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-12",
            "maintenance": "2026-10-12",
            "payments": "2026-10-12",
            "reliability": "2026-10-12",
            "schema": "2026-10-12",
            "security": "2026-10-12",
            "transparency": "2026-10-12"
          },
          "last": "2026-10-12",
          "lastMoved": "2026-10-27",
          "oldest": "2026-10-12",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "letme": {
        "capability": "https://letme.dev/assistant.proactive",
        "tool": "https://letme.dev/lindy"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Team seat",
          "unit": "seat-month",
          "usd": 29.99,
          "note": "3,000 credits a month, pooled across the workspace. Every active user is billed"
        },
        {
          "item": "Top-up credit",
          "unit": "credit",
          "usd": 0.01,
          "note": "$10 per 1,000 credits. Top-up credits do not expire, monthly credits do not roll over"
        }
      ],
      "provenance": {
        "legalEntity": "Crivello Corp (doing business as Lindy)",
        "domain": "lindy.ai",
        "domainRegistered": "2019-05-16",
        "endpointOnVendorDomain": true,
        "terms": "https://www.lindy.ai/terms-of-service",
        "privacy": "https://www.lindy.ai/privacy",
        "statusPage": "",
        "changelog": "https://www.lindy.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-10-12",
        "notes": [
          "The Terms of Service, last updated 24 September 2026, name Crivello Corp, doing business as Lindy, registered in Oregon at 9450 SW Gemini Dr, Beaverton, OR 97008, and are governed by California law with binding arbitration.",
          "The terms cover the site and all related products and services. No separate service agreement or DPA was linked from the pages read.",
          "The privacy policy was last updated 28 September 2026.",
          "The web app and sign-in are at chat.lindy.ai.",
          "www.lindy.ai/.well-known/security.txt returns 404. No disclosure policy or bug bounty was found.",
          "No status page is linked from the site, the docs or the security page.",
          "RDAP gives a registration date of 2019-05-16 for lindy.ai, with NameCheap as registrar."
        ],
        "score": 73
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/lindy.json",
      "live": {
        "slug": "lindy",
        "securityTxt": {
          "url": "https://lindy.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-30T15:38:19.387269148Z"
        },
        "llmsTxt": {
          "url": "https://docs.lindy.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-30T15:07:50.002229185Z"
        },
        "domain": {
          "domain": "lindy.ai",
          "registered": "2019-05-16",
          "source": "https://rdap.identitydigital.services/rdap/domain/lindy.ai",
          "checkedAt": "2026-10-25T13:52:28.678329392Z"
        },
        "pages": [
          {
            "url": "https://www.lindy.ai/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-30T05:57:15.645970111Z",
            "changedAt": "2026-10-30T05:57:15.645970111Z",
            "fingerprint": "016edf839d58"
          },
          {
            "url": "https://www.lindy.ai/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-30T05:57:17.93492169Z",
            "changedAt": "2026-10-30T05:57:17.93492169Z",
            "fingerprint": "cfebf76bc7ce"
          },
          {
            "url": "https://www.lindy.ai/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-30T05:57:20.223675856Z",
            "changedAt": "2026-10-30T05:57:20.223675856Z",
            "fingerprint": "7511574d2140"
          }
        ],
        "updatedAt": "2026-10-30T15:38:19.387269148Z"
      }
    },
    "facts": [
      {
        "a": "Agent harness",
        "b": "Platform",
        "name": "Kind"
      },
      {
        "a": "Amos Blomqvist",
        "b": "Crivello Corp (doing business as Lindy)",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "OAuth",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "AGPL-3.0-only",
        "b": "Proprietary service under Lindy's Terms of Service. No source is published",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-29",
        "b": "2025-10-21",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "2026-09-24",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "2026-09-28",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "4.2k stars",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "1.8/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "LearnHarness scores 59.3 (C) on agent readiness against Lindy's 32.5 (F), and leads in every scored category.",
        "question": "Which is better for AI agents, LearnHarness or Lindy?"
      },
      {
        "answer": "LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Lindy.",
        "question": "Are LearnHarness and Lindy open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 56 against 24",
          "Schema \u0026 documentation, 63 against 32",
          "Agent ergonomics, 60 against 43",
          "Payments \u0026 pricing, 60 against 35",
          "Maintenance \u0026 community, 71 against 9",
          "Transparency \u0026 trust, 60 against 55"
        ],
        "also": [
          "No key needed to call it",
          "Open source",
          "No incidents deducted, where Lindy loses 3 points for them"
        ],
        "goodFor": "A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.",
        "slug": "learnharness",
        "watchFor": "The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider"
      },
      {
        "aheadOn": null,
        "also": null,
        "goodFor": "Lindy suits a person or small team that lives in Slack and Google or Microsoft mail and wants briefs, drafts, scheduling and meeting notes done on a schedule.",
        "slug": "lindy",
        "watchFor": "The integrations page says approval settings apply in shared Slack threads only. Web chat, Slack direct messages, iMessage and SMS are not covered, and reads are never covered."
      }
    ],
    "job": {
      "capability": "assistant.memory",
      "name": "Assistants that remember you"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/asaply-vs-lindy.json",
        "title": "asaply vs Lindy",
        "url": "https://www.anchorterminal.com/compare/asaply-vs-lindy"
      },
      {
        "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/boba-vs-lindy.json",
        "title": "Boba vs Lindy",
        "url": "https://www.anchorterminal.com/compare/boba-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brea-vs-lindy.json",
        "title": "Brea vs Lindy",
        "url": "https://www.anchorterminal.com/compare/brea-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/del-vs-lindy.json",
        "title": "Del vs Lindy",
        "url": "https://www.anchorterminal.com/compare/del-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hirealpha-vs-lindy.json",
        "title": "HireAlpha vs Lindy",
        "url": "https://www.anchorterminal.com/compare/hirealpha-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-openinstinct.json",
        "title": "Lindy vs OpenInstinct",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-openinstinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-orbits.json",
        "title": "Lindy vs Orbits",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-orbits"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-orchid-ai.json",
        "title": "Lindy vs Orchid",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-orchid-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-szn.json",
        "title": "Lindy vs szn",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-szn"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-tab-bot.json",
        "title": "Lindy vs Tab",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-tab-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-zapia.json",
        "title": "Lindy vs Zapia",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-zapia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-lindy.json",
        "title": "AstrBot vs Lindy",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/boski-vs-lindy.json",
        "title": "Boski vs Lindy",
        "url": "https://www.anchorterminal.com/compare/boski-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/caddy-app-vs-lindy.json",
        "title": "Caddy vs Lindy",
        "url": "https://www.anchorterminal.com/compare/caddy-app-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-duet-vs-lindy.json",
        "title": "Claude Duet vs Lindy",
        "url": "https://www.anchorterminal.com/compare/claude-duet-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-lindy.json",
        "title": "CowAgent vs Lindy",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-lindy.json",
        "title": "folk vs Lindy",
        "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-lindy"
      },
      {
        "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/gemini-spark-vs-lindy.json",
        "title": "Gemini Spark vs Lindy",
        "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-lindy.json",
        "title": "Grok Bot vs Lindy",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/haven-vs-lindy.json",
        "title": "Haven vs Lindy",
        "url": "https://www.anchorterminal.com/compare/haven-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-lindy.json",
        "title": "Hermes Agent vs Lindy",
        "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/instinct-vs-lindy.json",
        "title": "Instinct vs Lindy",
        "url": "https://www.anchorterminal.com/compare/instinct-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ironclaw-vs-lindy.json",
        "title": "IronClaw vs Lindy",
        "url": "https://www.anchorterminal.com/compare/ironclaw-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/leon-vs-lindy.json",
        "title": "Leon vs Lindy",
        "url": "https://www.anchorterminal.com/compare/leon-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-lobby-os.json",
        "title": "Lindy vs Lobby",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-lobby-os"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-nanobot.json",
        "title": "Lindy vs nanobot",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-nanobot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-nanoclaw.json",
        "title": "Lindy vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-openai-dots.json",
        "title": "Lindy vs Dots",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-openai-dots"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-openclaw.json",
        "title": "Lindy vs OpenClaw",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-openclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-openduet.json",
        "title": "Lindy vs OpenDuet",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-openduet"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-picoclaw.json",
        "title": "Lindy vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-poke.json",
        "title": "Lindy vs Poke",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-poke"
      },
      {
        "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/lindy-vs-tasker-ai.json",
        "title": "Lindy vs Tasker AI",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-tasker-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-town.json",
        "title": "Lindy vs Town",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-town"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-zeroclaw.json",
        "title": "Lindy vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-zo-computer.json",
        "title": "Lindy vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asaply-vs-learnharness.json",
        "title": "asaply vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/asaply-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-learnharness.json",
        "title": "Asmi vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-learnharness.json",
        "title": "Atticus vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-lindy.json",
        "title": "Atticus vs Lindy",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/boba-vs-learnharness.json",
        "title": "Boba vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/boba-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/boski-vs-learnharness.json",
        "title": "Boski vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/boski-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brea-vs-learnharness.json",
        "title": "Brea vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/brea-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.json",
        "title": "Caddy vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.json",
        "title": "Claude Duet vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness.json",
        "title": "CowAgent vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.json",
        "title": "DeepTutor vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy.json",
        "title": "DeepTutor vs Lindy",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/del-vs-learnharness.json",
        "title": "Del vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/del-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.json",
        "title": "folk vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-learnharness.json",
        "title": "GAIA vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.json",
        "title": "Gemini Spark vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.json",
        "title": "Grok Bot vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.json",
        "title": "Hark Pro vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hark-pro-vs-lindy.json",
        "title": "Hark Pro vs Lindy",
        "url": "https://www.anchorterminal.com/compare/hark-pro-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/haven-vs-learnharness.json",
        "title": "Haven vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/haven-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.json",
        "title": "Hermes Agent vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.json",
        "title": "HireAlpha vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/instinct-vs-learnharness.json",
        "title": "Instinct vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/instinct-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.json",
        "title": "IronClaw vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/ironclaw-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-leon.json",
        "title": "LearnHarness vs Leon",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-leon"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.json",
        "title": "LearnHarness vs Lobby",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-lobby-os"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-nanobot.json",
        "title": "LearnHarness vs nanobot",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-nanobot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw.json",
        "title": "LearnHarness vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-natura.json",
        "title": "LearnHarness vs Natura tinyNature",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-natura"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-openai-dots.json",
        "title": "LearnHarness vs Dots",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-openai-dots"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw.json",
        "title": "LearnHarness vs OpenClaw",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-openduet.json",
        "title": "LearnHarness vs OpenDuet",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-openduet"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-openinstinct.json",
        "title": "LearnHarness vs OpenInstinct",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-openinstinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-orbits.json",
        "title": "LearnHarness vs Orbits",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-orbits"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.json",
        "title": "LearnHarness vs Orchid",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-pally.json",
        "title": "LearnHarness vs Pally",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-pally"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-picoclaw.json",
        "title": "LearnHarness vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-poke.json",
        "title": "LearnHarness vs Poke",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.json",
        "title": "LearnHarness vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-szn.json",
        "title": "LearnHarness vs szn",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-szn"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.json",
        "title": "LearnHarness vs Tab",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-tab-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-talorys.json",
        "title": "LearnHarness vs Talorys",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.json",
        "title": "LearnHarness vs Tasker AI",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-tomo.json",
        "title": "LearnHarness vs Tomo",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-tomo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-town.json",
        "title": "LearnHarness vs Town",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-town"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-wajo.json",
        "title": "LearnHarness vs Wajo (Fo)",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-wajo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-zapia.json",
        "title": "LearnHarness vs Zapia",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-zapia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.json",
        "title": "LearnHarness vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.json",
        "title": "LearnHarness vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/learnharness-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-talorys.json",
        "title": "Lindy vs Talorys",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-natura.json",
        "title": "Lindy vs Natura tinyNature",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-natura"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-pally.json",
        "title": "Lindy vs Pally",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-pally"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-tomo.json",
        "title": "Lindy vs Tomo",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-tomo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-wajo.json",
        "title": "Lindy vs Wajo (Fo)",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-wajo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness.json",
        "title": "AstrBot vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness"
      }
    ],
    "scores": [
      {
        "by": 32,
        "edge": "learnharness",
        "key": "reliability",
        "learnharness": 56,
        "lindy": 24,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 31,
        "edge": "learnharness",
        "key": "schema",
        "learnharness": 63,
        "lindy": 32,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 17,
        "edge": "learnharness",
        "key": "ergonomics",
        "learnharness": 60,
        "lindy": 43,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 3,
        "edge": "learnharness",
        "key": "security",
        "learnharness": 52,
        "lindy": 49,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 25,
        "edge": "learnharness",
        "key": "payments",
        "learnharness": 60,
        "lindy": 35,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 62,
        "edge": "learnharness",
        "key": "maintenance",
        "learnharness": 71,
        "lindy": 9,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 5,
        "edge": "learnharness",
        "key": "transparency",
        "learnharness": 60,
        "lindy": 55,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "LearnHarness scores 59.3 (C) on agent readiness against Lindy's 32.5 (F), and leads in every scored category. Both do assistants that remember you.",
    "tutorials": [],
    "verdicts": {
      "learnharness": "The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.",
      "lindy": "Lindy keeps what it remembers in files the owner can read and edit, and publishes credit prices. Its approval setting applies in shared Slack threads only, so writes asked for by direct message, text or web chat run unasked, which its pricing page does not say. It has no status page, and its changelog stops in October 2025."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/learnharness-vs-lindy",
    "json": "https://www.anchorterminal.com/compare/learnharness-vs-lindy.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/learnharness-vs-lindy.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/learnharness-vs-lindy.min.md"
  },
  "markdown": "LearnHarness scores 59.3 (C) on agent readiness against Lindy's 32.5 (F), and leads in every scored category. Both do assistants that remember you.\n\n- LearnHarness: grade C, 59.3/100, rank #648 of 1239. Markdown https://www.anchorterminal.com/tools/learnharness.md · JSON https://www.anchorterminal.com/api/v1/tools/learnharness.json\n- Lindy: grade F, 32.5/100, rank #1159 of 1239. Markdown https://www.anchorterminal.com/tools/lindy.md · JSON https://www.anchorterminal.com/api/v1/tools/lindy.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md\n\n## Which one, for what\n\n### LearnHarness (C)\n\nGood for: A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.\n\nAhead on:\n- Reliability, 56 against 24\n- Schema \u0026 documentation, 63 against 32\n- Agent ergonomics, 60 against 43\n- Payments \u0026 pricing, 60 against 35\n- Maintenance \u0026 community, 71 against 9\n- Transparency \u0026 trust, 60 against 55\n\nAlso in its favour:\n- No key needed to call it\n- Open source\n- No incidents deducted, where Lindy loses 3 points for them\n\nWatch for: The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider\n\n### Lindy (F)\n\nGood for: Lindy suits a person or small team that lives in Slack and Google or Microsoft mail and wants briefs, drafts, scheduling and meeting notes done on a schedule.\n\nWatch for: The integrations page says approval settings apply in shared Slack threads only. Web chat, Slack direct messages, iMessage and SMS are not covered, and reads are never covered.\n\n\n## Score by category\n\n| Category | Weight | LearnHarness | Lindy | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 56 | 24 | LearnHarness +32 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 63 | 32 | LearnHarness +31 |\n| Agent ergonomics | 13% (16.2 this run) | 60 | 43 | LearnHarness +17 |\n| Security \u0026 auth | 14% (17.5 this run) | 52 | 49 | LearnHarness +3 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 35 | LearnHarness +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 71 | 9 | LearnHarness +62 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 55 | LearnHarness +5 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **59.3 · C** | **32.5 · F** | |\n\n## Facts side by side\n\n| Fact | LearnHarness | Lindy |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | Amos Blomqvist | Crivello Corp (doing business as Lindy) |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | None | OAuth |\n| Pricing | Free | Paid |\n| x402 | no | no |\n| Licence | AGPL-3.0-only | Proprietary service under Lindy's Terms of Service. No source is published |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-29 | 2025-10-21 |\n| Terms last updated | no date given | 2026-09-24 |\n| Privacy policy last updated | no document linked | 2026-09-28 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Popularity | 4.2k stars | none |\n| Agent reviews | none | 1.8/5 (4) |\n\n## Verdicts\n\n**LearnHarness.** The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.\n\n**Lindy.** Lindy keeps what it remembers in files the owner can read and edit, and publishes credit prices. Its approval setting applies in shared Slack threads only, so writes asked for by direct message, text or web chat run unasked, which its pricing page does not say. It has no status page, and its changelog stops in October 2025.\n\n## Before you call either\n\n### LearnHarness\n\n1. Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing\n2. Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions`\n3. Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it\n4. Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text\n5. Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes\n\n### Lindy\n\n1. Treat a request sent by direct message, text or web chat as unguarded. Approval prompts appear in shared Slack threads only.\n2. Run a routine as a dry run before turning it on. A dry run reads real data and sends, posts and writes nothing.\n3. Turn off unused tools after adding an MCP server. Every supported tool arrives switched on, and a large server adds more than a hundred.\n4. Expect a billed seat for anyone who mentions Lindy in Slack. A teammate who joins that way has seven free days first.\n5. Connect only hosted MCP servers on public HTTPS with streamable HTTP, the one kind the docs describe.\n\n## Questions\n\n### Which is better for AI agents, LearnHarness or Lindy?\n\nLearnHarness scores 59.3 (C) on agent readiness against Lindy's 32.5 (F), and leads in every scored category.\n\n### Are LearnHarness and Lindy open source?\n\nLearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Lindy.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/learnharness-vs-lindy.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-lindy.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"learnharness\", \"b\": \"lindy\"}`. From a terminal: `anchor compare learnharness lindy`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/lindy.json\n\n## Other comparisons with LearnHarness or Lindy\n\n- [asaply vs Lindy](https://www.anchorterminal.com/compare/asaply-vs-lindy.md)\n- [Asmi vs Lindy](https://www.anchorterminal.com/compare/asmi-vs-lindy.md)\n- [Boba vs Lindy](https://www.anchorterminal.com/compare/boba-vs-lindy.md)\n- [Brea vs Lindy](https://www.anchorterminal.com/compare/brea-vs-lindy.md)\n- [Del vs Lindy](https://www.anchorterminal.com/compare/del-vs-lindy.md)\n- [HireAlpha vs Lindy](https://www.anchorterminal.com/compare/hirealpha-vs-lindy.md)\n- [Lindy vs OpenInstinct](https://www.anchorterminal.com/compare/lindy-vs-openinstinct.md)\n- [Lindy vs Orbits](https://www.anchorterminal.com/compare/lindy-vs-orbits.md)\n- [Lindy vs Orchid](https://www.anchorterminal.com/compare/lindy-vs-orchid-ai.md)\n- [Lindy vs szn](https://www.anchorterminal.com/compare/lindy-vs-szn.md)\n- [Lindy vs Tab](https://www.anchorterminal.com/compare/lindy-vs-tab-bot.md)\n- [Lindy vs Zapia](https://www.anchorterminal.com/compare/lindy-vs-zapia.md)\n- [AstrBot vs Lindy](https://www.anchorterminal.com/compare/astrbot-vs-lindy.md)\n- [Boski vs Lindy](https://www.anchorterminal.com/compare/boski-vs-lindy.md)\n- [Caddy vs Lindy](https://www.anchorterminal.com/compare/caddy-app-vs-lindy.md)\n- [Claude Duet vs Lindy](https://www.anchorterminal.com/compare/claude-duet-vs-lindy.md)\n- [CowAgent vs Lindy](https://www.anchorterminal.com/compare/cowagent-vs-lindy.md)\n- [folk vs Lindy](https://www.anchorterminal.com/compare/folk-nozomio-vs-lindy.md)\n- [GAIA vs Lindy](https://www.anchorterminal.com/compare/gaia-vs-lindy.md)\n- [Gemini Spark vs Lindy](https://www.anchorterminal.com/compare/gemini-spark-vs-lindy.md)\n- [Grok Bot vs Lindy](https://www.anchorterminal.com/compare/grok-bot-vs-lindy.md)\n- [Haven vs Lindy](https://www.anchorterminal.com/compare/haven-vs-lindy.md)\n- [Hermes Agent vs Lindy](https://www.anchorterminal.com/compare/hermes-agent-vs-lindy.md)\n- [Instinct vs Lindy](https://www.anchorterminal.com/compare/instinct-vs-lindy.md)\n- [IronClaw vs Lindy](https://www.anchorterminal.com/compare/ironclaw-vs-lindy.md)\n- [Leon vs Lindy](https://www.anchorterminal.com/compare/leon-vs-lindy.md)\n- [Lindy vs Lobby](https://www.anchorterminal.com/compare/lindy-vs-lobby-os.md)\n- [Lindy vs nanobot](https://www.anchorterminal.com/compare/lindy-vs-nanobot.md)\n- [Lindy vs NanoClaw](https://www.anchorterminal.com/compare/lindy-vs-nanoclaw.md)\n- [Lindy vs Dots](https://www.anchorterminal.com/compare/lindy-vs-openai-dots.md)\n- [Lindy vs OpenClaw](https://www.anchorterminal.com/compare/lindy-vs-openclaw.md)\n- [Lindy vs OpenDuet](https://www.anchorterminal.com/compare/lindy-vs-openduet.md)\n- [Lindy vs PicoClaw](https://www.anchorterminal.com/compare/lindy-vs-picoclaw.md)\n- [Lindy vs Poke](https://www.anchorterminal.com/compare/lindy-vs-poke.md)\n- [Lindy vs QwenPaw](https://www.anchorterminal.com/compare/lindy-vs-qwenpaw.md)\n- [Lindy vs Tasker AI](https://www.anchorterminal.com/compare/lindy-vs-tasker-ai.md)\n- [Lindy vs Town](https://www.anchorterminal.com/compare/lindy-vs-town.md)\n- [Lindy vs ZeroClaw](https://www.anchorterminal.com/compare/lindy-vs-zeroclaw.md)\n- [Lindy vs Zo Computer](https://www.anchorterminal.com/compare/lindy-vs-zo-computer.md)\n- [asaply vs LearnHarness](https://www.anchorterminal.com/compare/asaply-vs-learnharness.md)\n- [Asmi vs LearnHarness](https://www.anchorterminal.com/compare/asmi-vs-learnharness.md)\n- [Atticus vs LearnHarness](https://www.anchorterminal.com/compare/atticus-vs-learnharness.md)\n- [Atticus vs Lindy](https://www.anchorterminal.com/compare/atticus-vs-lindy.md)\n- [Boba vs LearnHarness](https://www.anchorterminal.com/compare/boba-vs-learnharness.md)\n- [Boski vs LearnHarness](https://www.anchorterminal.com/compare/boski-vs-learnharness.md)\n- [Brea vs LearnHarness](https://www.anchorterminal.com/compare/brea-vs-learnharness.md)\n- [Caddy vs LearnHarness](https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.md)\n- [Claude Duet vs LearnHarness](https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.md)\n- [CowAgent vs LearnHarness](https://www.anchorterminal.com/compare/cowagent-vs-learnharness.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [DeepTutor vs Lindy](https://www.anchorterminal.com/compare/deeptutor-vs-lindy.md)\n- [Del vs LearnHarness](https://www.anchorterminal.com/compare/del-vs-learnharness.md)\n- [folk vs LearnHarness](https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.md)\n- [GAIA vs LearnHarness](https://www.anchorterminal.com/compare/gaia-vs-learnharness.md)\n- [Gemini Spark vs LearnHarness](https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.md)\n- [Grok Bot vs LearnHarness](https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.md)\n- [Hark Pro vs LearnHarness](https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.md)\n- [Hark Pro vs Lindy](https://www.anchorterminal.com/compare/hark-pro-vs-lindy.md)\n- [Haven vs LearnHarness](https://www.anchorterminal.com/compare/haven-vs-learnharness.md)\n- [Hermes Agent vs LearnHarness](https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.md)\n- [HireAlpha vs LearnHarness](https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.md)\n- [Instinct vs LearnHarness](https://www.anchorterminal.com/compare/instinct-vs-learnharness.md)\n- [IronClaw vs LearnHarness](https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.md)\n- [LearnHarness vs Leon](https://www.anchorterminal.com/compare/learnharness-vs-leon.md)\n- [LearnHarness vs Lobby](https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.md)\n- [LearnHarness vs nanobot](https://www.anchorterminal.com/compare/learnharness-vs-nanobot.md)\n- [LearnHarness vs NanoClaw](https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw.md)\n- [LearnHarness vs Natura tinyNature](https://www.anchorterminal.com/compare/learnharness-vs-natura.md)\n- [LearnHarness vs Dots](https://www.anchorterminal.com/compare/learnharness-vs-openai-dots.md)\n- [LearnHarness vs OpenClaw](https://www.anchorterminal.com/compare/learnharness-vs-openclaw.md)\n- [LearnHarness vs OpenDuet](https://www.anchorterminal.com/compare/learnharness-vs-openduet.md)\n- [LearnHarness vs OpenInstinct](https://www.anchorterminal.com/compare/learnharness-vs-openinstinct.md)\n- [LearnHarness vs Orbits](https://www.anchorterminal.com/compare/learnharness-vs-orbits.md)\n- [LearnHarness vs Orchid](https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.md)\n- [LearnHarness vs Pally](https://www.anchorterminal.com/compare/learnharness-vs-pally.md)\n- [LearnHarness vs PicoClaw](https://www.anchorterminal.com/compare/learnharness-vs-picoclaw.md)\n- [LearnHarness vs Poke](https://www.anchorterminal.com/compare/learnharness-vs-poke.md)\n- [LearnHarness vs QwenPaw](https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.md)\n- [LearnHarness vs szn](https://www.anchorterminal.com/compare/learnharness-vs-szn.md)\n- [LearnHarness vs Tab](https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.md)\n- [LearnHarness vs Talorys](https://www.anchorterminal.com/compare/learnharness-vs-talorys.md)\n- [LearnHarness vs Tasker AI](https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.md)\n- [LearnHarness vs Tomo](https://www.anchorterminal.com/compare/learnharness-vs-tomo.md)\n- [LearnHarness vs Town](https://www.anchorterminal.com/compare/learnharness-vs-town.md)\n- [LearnHarness vs Wajo (Fo)](https://www.anchorterminal.com/compare/learnharness-vs-wajo.md)\n- [LearnHarness vs Zapia](https://www.anchorterminal.com/compare/learnharness-vs-zapia.md)\n- [LearnHarness vs ZeroClaw](https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.md)\n- [LearnHarness vs Zo Computer](https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.md)\n- [Lindy vs Talorys](https://www.anchorterminal.com/compare/lindy-vs-talorys.md)\n- [Lindy vs Natura tinyNature](https://www.anchorterminal.com/compare/lindy-vs-natura.md)\n- [Lindy vs Pally](https://www.anchorterminal.com/compare/lindy-vs-pally.md)\n- [Lindy vs Tomo](https://www.anchorterminal.com/compare/lindy-vs-tomo.md)\n- [Lindy vs Wajo (Fo)](https://www.anchorterminal.com/compare/lindy-vs-wajo.md)\n- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n",
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