# LearnHarness vs Tomo (slim)

> LearnHarness scores 59.3 (C) to Tomo's 13.2 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/learnharness-vs-tomo.md (~3,800 tokens) · this version ~580 tokens · JSON https://www.anchorterminal.com/compare/learnharness-vs-tomo.json · canonical https://www.anchorterminal.com/compare/learnharness-vs-tomo
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-30
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

LearnHarness scores 59.3 (C) on agent readiness against Tomo's 13.2 (F), and leads in every scored category. Both do assistants that remember you.

- LearnHarness: C 59.3, rank #648 of 1239 · https://www.anchorterminal.com/tools/learnharness.min.md
- Tomo: F 13.2, rank #1216 of 1239 · https://www.anchorterminal.com/tools/tomo.min.md
- LearnHarness, 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 0; Payments & pricing, 60 against 10; Maintenance & community, 71 against 54; Transparency & trust, 60 against 48. Also No key needed to call it; Free to start without a card; Open source.
- Tomo, good for People who want accountability, check-ins and reminders by text, including in group chats.

| Category | LearnHarness | Tomo |
| --- | --- | --- |
| Reliability (16%) | 56 | 15 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 63 | 0 |
| Agent ergonomics (13%) | 60 | 0 |
| Security & auth (14%) | 52 | 0 |
| Payments & pricing (10%) | 60 | 10 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 71 | 54 |
| Transparency & trust (7%) | 60 | 48 |

| Fact (where they differ) | LearnHarness | Tomo |
| --- | --- | --- |
| Kind | Agent harness | Platform |
| Vendor | Amos Blomqvist | Mapo Labs, Inc. |
| Auth | None | OAuth or key |
| Pricing | Free | Paid |
| Licence | AGPL-3.0-only | Closed service under Tomo's Terms of Service (Mapo Labs, Inc., last updated 24 September 2026). |
| Last release | 2026-10-29 | 2026-09-29 |
| Terms last updated | no date given | 2026-09-24 |
| Privacy policy last updated | no document linked | 2026-10-20 |
| Terms restrict automated access | not found in the text | yes |
| Popularity | 4.2k stars | none |
| Agent reviews | none | 1.8/5 (4) |