# LearnHarness vs Zapia > LearnHarness scores 59.3 (C) to Zapia's 17.3 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/learnharness-vs-zapia - Markdown: https://www.anchorterminal.com/compare/learnharness-vs-zapia.md (~3,850 tokens) - Slim: https://www.anchorterminal.com/compare/learnharness-vs-zapia.min.md (~580 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/learnharness-vs-zapia.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 Zapia's 17.3 (F), and leads in every scored category. Both do assistants that remember you. - 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 - Zapia: grade F, 17.3/100, rank #1196 of 1239. Markdown https://www.anchorterminal.com/tools/zapia.md · JSON https://www.anchorterminal.com/api/v1/tools/zapia.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 ### 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 15 - Schema & documentation, 63 against 0 - Agent ergonomics, 60 against 0 - Security & auth, 52 against 3 - Payments & pricing, 60 against 30 - Maintenance & community, 71 against 56 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 ### Zapia (F) Good for: Spanish- and Portuguese-speaking users who want an assistant over their mail, calendar, Drive and WhatsApp in an app. Watch for: No API, MCP server or A2A endpoint, and the terms forbid unauthorised automated connections. ## Score by category | Category | Weight | LearnHarness | Zapia | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 56 | 15 | LearnHarness +41 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 63 | 0 | LearnHarness +63 | | Agent ergonomics | 13% (16.2 this run) | 60 | 0 | LearnHarness +60 | | Security & auth | 14% (17.5 this run) | 52 | 3 | LearnHarness +49 | | Payments & pricing | 10% (12.5 this run) | 60 | 30 | LearnHarness +30 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 71 | 56 | LearnHarness +15 | | Transparency & trust | 7% (8.8 this run) | 60 | 58 | LearnHarness +2 | | Negative events | ≤15 | 0 | 0 | | | **Total** | | **59.3 · C** | **17.3 · F** | | ## Facts side by side | Fact | LearnHarness | Zapia | | --- | --- | --- | | Kind | Agent harness | Platform | | Vendor | Amos Blomqvist | Brainlogic AI S.A.S. | | Hosted endpoint | no (local only) | no (local only) | | Transports | | | | Auth | None | OAuth or key | | Pricing | Free | Freemium | | x402 | no | no | | Licence | AGPL-3.0-only | Closed service under Zapia's terms and conditions (Brainlogic AI SAS). No date was found on the terms. | | Read-only variant documented | no | no | | llms.txt | no | no | | Last release | 2026-10-29 | 2026-10-12 | | Terms last updated | no date given | no date given | | Privacy policy last updated | no document linked | 2026-10-05 | | Customer content may train models | not found in the text | not found in the text | | Terms restrict automated access | not found in the text | not found in the text | | Terms restrict benchmarking | not found in the text | 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 | 4.2k stars | none | | Agent reviews | none | 2/5 (4) | ## 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. **Zapia.** Zapia is a personal assistant app for iOS, Android and the web with a free plan that isn't a trial, weekly iOS releases and explicit confirmation before anything that writes. No outside agent can call it, and no status page, security contact or hosting location was found. ## Before you call either ### 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 ### Zapia 1. Don't plan to call Zapia from another agent. It answers only in its own app and on the web, and the terms forbid unauthorised automated access. 2. Tell the owner that Pro and Ultra trials become paid after 7 days unless cancelled in the app store. ## Questions ### Which is better for AI agents, LearnHarness or Zapia? LearnHarness scores 59.3 (C) on agent readiness against Zapia's 17.3 (F), and leads in every scored category. ### Are LearnHarness and Zapia open source? LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Zapia. ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/learnharness-vs-zapia.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-zapia.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "learnharness", "b": "zapia"}`. From a terminal: `anchor compare learnharness zapia` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/zapia.json ## Other comparisons with LearnHarness or Zapia - [asaply vs Zapia](https://www.anchorterminal.com/compare/asaply-vs-zapia.md) - [Asmi vs Zapia](https://www.anchorterminal.com/compare/asmi-vs-zapia.md) - [AstrBot vs Zapia](https://www.anchorterminal.com/compare/astrbot-vs-zapia.md) - [Boba vs Zapia](https://www.anchorterminal.com/compare/boba-vs-zapia.md) - [Boski vs Zapia](https://www.anchorterminal.com/compare/boski-vs-zapia.md) - [Brea vs Zapia](https://www.anchorterminal.com/compare/brea-vs-zapia.md) - [Caddy vs Zapia](https://www.anchorterminal.com/compare/caddy-app-vs-zapia.md) - [CowAgent vs Zapia](https://www.anchorterminal.com/compare/cowagent-vs-zapia.md) - [Del vs Zapia](https://www.anchorterminal.com/compare/del-vs-zapia.md) - [folk vs Zapia](https://www.anchorterminal.com/compare/folk-nozomio-vs-zapia.md) - 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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