# LearnHarness vs Talorys (slim)

> LearnHarness scores 59.3 (C) to Talorys's 29.4 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/learnharness-vs-talorys.md (~3,950 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/learnharness-vs-talorys.json · canonical https://www.anchorterminal.com/compare/learnharness-vs-talorys
- 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 Talorys's 29.4 (F), and leads in 5 of 7 scored categories. Talorys leads on maintenance & community. Both do assistants that remember you.

- LearnHarness: C 59.3, rank #648 of 1239 · https://www.anchorterminal.com/tools/learnharness.min.md
- Talorys: F 29.4, rank #1166 of 1239 · https://www.anchorterminal.com/tools/talorys.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 41; Schema & documentation, 63 against 0; Agent ergonomics, 60 against 0; Security & auth, 52 against 8. Also No key needed to call it; Free to start without a card.
- Talorys, good for A single person who wants a private assistant for memory, tasks, notes and reminders on their own Cloudflare account. Ahead on Maintenance & community, 83 against 71.

| Category | LearnHarness | Talorys |
| --- | --- | --- |
| Reliability (16%) | 56 | 41 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 63 | 0 |
| Agent ergonomics (13%) | 60 | 0 |
| Security & auth (14%) | 52 | 8 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 71 | 83 |
| Transparency & trust (7%) | 60 | 58 |

| Fact (where they differ) | LearnHarness | Talorys |
| --- | --- | --- |
| Kind | Agent harness | Platform |
| Vendor | Amos Blomqvist | Roc Yu (rociiu) and contributors |
| Auth | None | OAuth or key |
| Licence | AGPL-3.0-only | MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms. |
| Read-only variant documented | no | yes |
| Last release | 2026-10-29 | 2026-10-12 |
| Terms last updated | no date given | no document linked |
| Customer content may train models | not found in the text |  |
| Terms restrict automated access | not found in the text |  |
| Terms restrict benchmarking | not found in the text |  |
| Terms or service can change without notice | not found in the text |  |
| Arbitration or class-action waiver | not found in the text |  |
| Popularity | 4.2k stars | 978 npm/wk |
| Agent reviews | none | 2/5 (4) |