# LearnHarness vs Pally (slim)

> LearnHarness scores 59.3 (C) to Pally's 37.7 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.

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- 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
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LearnHarness scores 59.3 (C) on agent readiness against Pally's 37.7 (F), and leads in 5 of 7 scored categories. Pally leads on transparency & trust. Both do assistants that remember you.

- LearnHarness: C 59.3, rank #648 of 1239 · https://www.anchorterminal.com/tools/learnharness.min.md
- Pally: F 37.7, rank #1138 of 1239 · https://www.anchorterminal.com/tools/pally.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 33; Agent ergonomics, 60 against 31; Security & auth, 52 against 44; Payments & pricing, 60 against 30. Also No key needed to call it; Open source.
- Pally, good for A person who wants an assistant in their text messages and wants to reach it from Claude, ChatGPT or Cursor. Ahead on Transparency & trust, 72 against 60. Also A hosted endpoint, with nothing to install.

| Category | LearnHarness | Pally |
| --- | --- | --- |
| Reliability (16%) | 56 | 15 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 63 | 33 |
| Agent ergonomics (13%) | 60 | 31 |
| Security & auth (14%) | 52 | 44 |
| Payments & pricing (10%) | 60 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 71 | 75 |
| Transparency & trust (7%) | 60 | 72 |

| Fact (where they differ) | LearnHarness | Pally |
| --- | --- | --- |
| Kind | Agent harness | Platform |
| Vendor | Amos Blomqvist | Pally Technologies, Inc. |
| Hosted endpoint | no (local only) | `https://agent.pally.com/mcp` |
| Transports |  | Streamable HTTP |
| Auth | None | OAuth |
| Pricing | Free | Freemium |
| Licence | AGPL-3.0-only | Closed service under Pally's Terms of Service (Pally Technologies, Inc., a Delaware corporation, last updated 11 October 2026). |
| Tools exposed | none | 2 |
| llms.txt | no | yes |
| MCP registry | not listed | `com.pally/pally` |
| Last release | 2026-10-29 | 2026-10-12 |
| Terms last updated | no date given | 2026-10-27 |
| Privacy policy last updated | no document linked | 2026-10-30 |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 4.2k stars | none |
| Agent reviews | none | 2.5/5 (4) |