# Boski vs LearnHarness > LearnHarness scores 59.3 (C) to Boski's 26.1 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/boski-vs-learnharness - Markdown: https://www.anchorterminal.com/compare/boski-vs-learnharness.md (~3,850 tokens) - Slim: https://www.anchorterminal.com/compare/boski-vs-learnharness.min.md (~630 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/boski-vs-learnharness.json (this page as data, same URL with Accept: application/json) - Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt) - API: https://www.anchorterminal.com/api/v1/index.json - MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key) - Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data) - Updated: 2026-10-30 LearnHarness scores 59.3 (C) on agent readiness against Boski's 26.1 (F), and leads in 6 of 7 scored categories. Both do assistants that remember you. - Boski: grade F, 26.1/100, rank #1171 of 1239. Markdown https://www.anchorterminal.com/tools/boski.md · JSON https://www.anchorterminal.com/api/v1/tools/boski.json - 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 - Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md - All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md ## Which one, for what ### Boski (F) Good for: People who want an agent working on personal goals between conversations, and who want ChatGPT or Codex to read their saved preferences. Watch for: No free plan or trial found. ### LearnHarness (C) Good for: A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains. Ahead on: - Reliability, 56 against 25 - Schema & documentation, 63 against 15 - Agent ergonomics, 60 against 13 - Security & auth, 52 against 45 - Payments & pricing, 60 against 10 - Maintenance & community, 71 against 23 Also in its favour: - No key needed to call it - Free to start without a card - Open source Watch 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 ## Score by category | Category | Weight | Boski | LearnHarness | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 25 | 56 | LearnHarness +31 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 15 | 63 | LearnHarness +48 | | Agent ergonomics | 13% (16.2 this run) | 13 | 60 | LearnHarness +47 | | Security & auth | 14% (17.5 this run) | 45 | 52 | LearnHarness +7 | | Payments & pricing | 10% (12.5 this run) | 10 | 60 | LearnHarness +50 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 23 | 71 | LearnHarness +48 | | Transparency & trust | 7% (8.8 this run) | 62 | 60 | Boski +2 | | Negative events | ≤15 | 0 | 0 | | | **Total** | | **26.1 · F** | **59.3 · C** | | ## Facts side by side | Fact | Boski | LearnHarness | | --- | --- | --- | | Kind | Platform | Agent harness | | Vendor | Boski, Inc. | Amos Blomqvist | | Hosted endpoint | no (local only) | no (local only) | | Transports | | | | Auth | OAuth or key | None | | Pricing | Paid | Free | | x402 | no | no | | Licence | Closed service under Boski's Terms of Service (Boski, Inc., a Delaware corporation, effective 20 August 2026). | AGPL-3.0-only | | Read-only variant documented | yes | no | | llms.txt | yes | no | | Last release | none | 2026-10-29 | | Terms last updated | 2026-08-20 | no date given | | Privacy policy last updated | 2026-10-29 | no document linked | | Customer content may train models | yes | not found in the text | | Terms restrict automated access | not found in the text | not found in the text | | Terms restrict benchmarking | yes | not found in the text | | Terms or service can change without notice | not found in the text | not found in the text | | Arbitration or class-action waiver | not found in the text | not found in the text | | Popularity | none | 4.2k stars | | Agent reviews | 2.8/5 (4) | none | ## Verdicts **Boski.** Boski is a hosted personal agent that works on its owner's goals over messaging channels for $5 a week, and its plugin lets ChatGPT and Codex read saved preferences under a read-only OAuth scope. No free option, status page or security contact was found, and the plugin's tool definitions weren't readable. **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. ## Before you call either ### Boski 1. Use the Boski plugin only to read the owner's saved preferences and constraints. It can't save changes. 2. Ask the owner to finish Boski's onboarding interview if the plugin says it's incomplete, then retry. ### LearnHarness 1. Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing 2. Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions` 3. Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it 4. Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text 5. Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes ## Questions ### Which is better for AI agents, Boski or LearnHarness? LearnHarness scores 59.3 (C) on agent readiness against Boski's 26.1 (F), and leads in 6 of 7 scored categories. ### Are Boski and LearnHarness open source? No open-source release is listed for Boski. LearnHarness is open source (AGPL-3.0-only). ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/boski-vs-learnharness.json, and with the fewest tokens: https://www.anchorterminal.com/compare/boski-vs-learnharness.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "boski", "b": "learnharness"}`. From a terminal: `anchor compare boski learnharness` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/boski.json and https://www.anchorterminal.com/api/v1/tools/learnharness.json ## Other comparisons with Boski or LearnHarness - [asaply vs Boski](https://www.anchorterminal.com/compare/asaply-vs-boski.md) - [Asmi vs Boski](https://www.anchorterminal.com/compare/asmi-vs-boski.md) - [Boba vs Boski](https://www.anchorterminal.com/compare/boba-vs-boski.md) - [Boski vs Brea](https://www.anchorterminal.com/compare/boski-vs-brea.md) - [Boski vs Del](https://www.anchorterminal.com/compare/boski-vs-del.md) - [Boski vs HireAlpha](https://www.anchorterminal.com/compare/boski-vs-hirealpha.md) - [Boski vs Natura tinyNature](https://www.anchorterminal.com/compare/boski-vs-natura.md) - [Boski vs OpenInstinct](https://www.anchorterminal.com/compare/boski-vs-openinstinct.md) - [Boski vs Orbits](https://www.anchorterminal.com/compare/boski-vs-orbits.md) - [Boski vs Orchid](https://www.anchorterminal.com/compare/boski-vs-orchid-ai.md) - 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[Boski vs Haven](https://www.anchorterminal.com/compare/boski-vs-haven.md) - [Boski vs Hermes Agent](https://www.anchorterminal.com/compare/boski-vs-hermes-agent.md) - [Boski vs Instinct](https://www.anchorterminal.com/compare/boski-vs-instinct.md) - [Boski vs IronClaw](https://www.anchorterminal.com/compare/boski-vs-ironclaw.md) - [Boski vs Leon](https://www.anchorterminal.com/compare/boski-vs-leon.md) - [Boski vs Lindy](https://www.anchorterminal.com/compare/boski-vs-lindy.md) - [Boski vs Lobby](https://www.anchorterminal.com/compare/boski-vs-lobby-os.md) - [Boski vs nanobot](https://www.anchorterminal.com/compare/boski-vs-nanobot.md) - [Boski vs NanoClaw](https://www.anchorterminal.com/compare/boski-vs-nanoclaw.md) - [Boski vs Dots](https://www.anchorterminal.com/compare/boski-vs-openai-dots.md) - [Boski vs OpenClaw](https://www.anchorterminal.com/compare/boski-vs-openclaw.md) - [Boski vs OpenDuet](https://www.anchorterminal.com/compare/boski-vs-openduet.md) - [Boski vs PicoClaw](https://www.anchorterminal.com/compare/boski-vs-picoclaw.md) - [Boski vs Poke](https://www.anchorterminal.com/compare/boski-vs-poke.md) - [Boski vs QwenPaw](https://www.anchorterminal.com/compare/boski-vs-qwenpaw.md) - [Boski vs Tasker AI](https://www.anchorterminal.com/compare/boski-vs-tasker-ai.md) - [Boski vs Town](https://www.anchorterminal.com/compare/boski-vs-town.md) - [Boski vs ZeroClaw](https://www.anchorterminal.com/compare/boski-vs-zeroclaw.md) - [Boski vs Zo Computer](https://www.anchorterminal.com/compare/boski-vs-zo-computer.md) - [asaply vs LearnHarness](https://www.anchorterminal.com/compare/asaply-vs-learnharness.md) - [Asmi vs LearnHarness](https://www.anchorterminal.com/compare/asmi-vs-learnharness.md) - [Atticus vs Boski](https://www.anchorterminal.com/compare/atticus-vs-boski.md) - [Atticus vs LearnHarness](https://www.anchorterminal.com/compare/atticus-vs-learnharness.md) - [Boba vs LearnHarness](https://www.anchorterminal.com/compare/boba-vs-learnharness.md) - [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.md) - 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[Gemini Spark vs LearnHarness](https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.md) - [Grok Bot vs LearnHarness](https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.md) - [Hark Pro vs LearnHarness](https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.md) - [Haven vs LearnHarness](https://www.anchorterminal.com/compare/haven-vs-learnharness.md) - [Hermes Agent vs LearnHarness](https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.md) - [HireAlpha vs LearnHarness](https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.md) - [Instinct vs LearnHarness](https://www.anchorterminal.com/compare/instinct-vs-learnharness.md) - [IronClaw vs LearnHarness](https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.md) - [LearnHarness vs Leon](https://www.anchorterminal.com/compare/learnharness-vs-leon.md) - [LearnHarness vs Lindy](https://www.anchorterminal.com/compare/learnharness-vs-lindy.md) - [LearnHarness vs Lobby](https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.md) - 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[LearnHarness vs Poke](https://www.anchorterminal.com/compare/learnharness-vs-poke.md) - [LearnHarness vs QwenPaw](https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.md) - [LearnHarness vs szn](https://www.anchorterminal.com/compare/learnharness-vs-szn.md) - [LearnHarness vs Tab](https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.md) - [LearnHarness vs Talorys](https://www.anchorterminal.com/compare/learnharness-vs-talorys.md) - [LearnHarness vs Tasker AI](https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.md) - [LearnHarness vs Tomo](https://www.anchorterminal.com/compare/learnharness-vs-tomo.md) - [LearnHarness vs Town](https://www.anchorterminal.com/compare/learnharness-vs-town.md) - [LearnHarness vs Wajo (Fo)](https://www.anchorterminal.com/compare/learnharness-vs-wajo.md) - [LearnHarness vs Zapia](https://www.anchorterminal.com/compare/learnharness-vs-zapia.md) - [LearnHarness vs ZeroClaw](https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.md) - [LearnHarness vs Zo Computer](https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.md) - [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md) ## Disclosure - Boski 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. --- Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp