# LearnHarness vs Poke

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

- Canonical: https://www.anchorterminal.com/compare/learnharness-vs-poke
- Markdown: https://www.anchorterminal.com/compare/learnharness-vs-poke.md (~3,850 tokens)
- Slim: https://www.anchorterminal.com/compare/learnharness-vs-poke.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/learnharness-vs-poke.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 Poke's 37.7 (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
- Poke: grade F, 37.7/100, rank #1139 of 1239. Markdown https://www.anchorterminal.com/tools/poke.md · JSON https://www.anchorterminal.com/api/v1/tools/poke.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 51
- Schema & documentation, 63 against 42
- Agent ergonomics, 60 against 30
- Security & auth, 52 against 24
- Payments & pricing, 60 against 30
- Maintenance & community, 71 against 31

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

### Poke (F)

Good for: One person who wants an assistant in their text messages that reads and drafts mail, manages a calendar and reaches other apps through MCP.

Watch for: No documented setting for which actions need approval before Poke sends, deletes or spends. Release notes mention email draft approval only in passing


## Score by category

| Category | Weight | LearnHarness | Poke | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 56 | 51 | LearnHarness +5 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 63 | 42 | LearnHarness +21 |
| Agent ergonomics | 13% (16.2 this run) | 60 | 30 | LearnHarness +30 |
| Security & auth | 14% (17.5 this run) | 52 | 24 | LearnHarness +28 |
| 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 | 31 | LearnHarness +40 |
| Transparency & trust | 7% (8.8 this run) | 60 | 59 | LearnHarness +1 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **59.3 · C** | **37.7 · F** | |

## Facts side by side

| Fact | LearnHarness | Poke |
| --- | --- | --- |
| Kind | Agent harness | Platform |
| Vendor | Amos Blomqvist | The Interaction Company of California Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  | HTTP |
| Auth | None | API key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | AGPL-3.0-only | Proprietary service under Poke's Terms of Service. The `poke` npm package (CLI and Node.js SDK) declares MIT |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-29 | 2026-06-25 |
| Terms last updated | no date given | 2026-03-17 |
| Privacy policy last updated | no document linked | 2026-09-11 |
| Customer content may train models | not found in the text | yes |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | 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 | 1.8/5 (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.

**Poke.** Hosted assistant that answers in Apple Messages, WhatsApp, Telegram and RCS and acts in Gmail, Outlook, calendars and MCP servers. Plan prices and a status page are public. No approval settings, credential storage, model providers or retention periods are documented, and customer content trains models unless Maximum Privacy is selected.

## 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

### Poke

1. POST JSON to `https://poke.com/api/v1/inbound/api-message` with a Bearer key from Kitchen. Legacy `pk_` keys work only on the deprecated `/api/v1/inbound-sms/webhook`
2. Expect only `{"success": true}` back. Poke's answer goes to the owner's message thread, not to the caller
3. Do not retry a POST blindly. No idempotency key is documented, and a repeated message may make Poke act twice
4. Treat an API key as full access to the owner's mail, calendar and integrations. Create one key per automation and revoke it when done
5. Avoid the prefilled integration link with `apiKey` in the query string for real secrets. Enter the key in the form or use `npx poke@latest mcp add -k`

## Questions

### Which is better for AI agents, LearnHarness or Poke?

LearnHarness scores 59.3 (C) on agent readiness against Poke's 37.7 (F), and leads in every scored category.

### Are LearnHarness and Poke open source?

LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Poke.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/learnharness-vs-poke.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-poke.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "learnharness", "b": "poke"}`. From a terminal: `anchor compare learnharness poke`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/poke.json

## Other comparisons with LearnHarness or Poke

- [asaply vs Poke](https://www.anchorterminal.com/compare/asaply-vs-poke.md)
- [Asmi vs Poke](https://www.anchorterminal.com/compare/asmi-vs-poke.md)
- [Boba vs Poke](https://www.anchorterminal.com/compare/boba-vs-poke.md)
- [Brea vs Poke](https://www.anchorterminal.com/compare/brea-vs-poke.md)
- [Del vs Poke](https://www.anchorterminal.com/compare/del-vs-poke.md)
- [HireAlpha vs Poke](https://www.anchorterminal.com/compare/hirealpha-vs-poke.md)
- [OpenInstinct vs Poke](https://www.anchorterminal.com/compare/openinstinct-vs-poke.md)
- [Orbits vs Poke](https://www.anchorterminal.com/compare/orbits-vs-poke.md)
- [Orchid vs Poke](https://www.anchorterminal.com/compare/orchid-ai-vs-poke.md)
- [Poke vs szn](https://www.anchorterminal.com/compare/poke-vs-szn.md)
- [Poke vs Tab](https://www.anchorterminal.com/compare/poke-vs-tab-bot.md)
- [Poke vs Zapia](https://www.anchorterminal.com/compare/poke-vs-zapia.md)
- [AstrBot vs Poke](https://www.anchorterminal.com/compare/astrbot-vs-poke.md)
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