# LearnHarness vs Tasker AI > LearnHarness scores 59.3 (C) to Tasker AI's 7.6 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai - Markdown: https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.md (~4,050 tokens) - Slim: https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.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 Tasker AI's 7.6 (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 - Tasker AI: grade F, 7.6/100, rank #1236 of 1239. Markdown https://www.anchorterminal.com/tools/tasker-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/tasker-ai.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 0 - Payments & pricing, 60 against 20 - Maintenance & community, 71 against 2 - Transparency & trust, 60 against 45 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 ### Tasker AI (F) Good for: A person or small team who wants an assistant in Slack, WhatsApp, Telegram, SMS or email that runs recurring tasks across connected apps. Watch for: The REST API, webhooks and MCP the site names have no public documentation, and the paths tried on api.tasker.ai answered 404. ## Score by category | Category | Weight | LearnHarness | Tasker AI | 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 | 0 | LearnHarness +52 | | Payments & pricing | 10% (12.5 this run) | 60 | 20 | LearnHarness +40 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 71 | 2 | LearnHarness +69 | | Transparency & trust | 7% (8.8 this run) | 60 | 45 | LearnHarness +15 | | Negative events | ≤15 | 0 | -2 | | | **Total** | | **59.3 · C** | **7.6 · F** | | ## Facts side by side | Fact | LearnHarness | Tasker AI | | --- | --- | --- | | Kind | Agent harness | Platform | | Vendor | Amos Blomqvist | DAPI, Inc. (dba Tasker AI) | | 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 the Master Service Agreement of DAPI, Inc. doing business as Tasker AI, last updated 21 June 2026. The site says Tasker is open source; no public repository was found. | | Read-only variant documented | no | no | | llms.txt | no | no | | Last release | 2026-10-29 | none | | Terms last updated | no date given | couldn't be read | | Privacy policy last updated | no document linked | couldn't be read | | Customer content may train models | not found in the text | couldn't be read | | Terms restrict automated access | not found in the text | couldn't be read | | Terms restrict benchmarking | not found in the text | couldn't be read | | Terms or service can change without notice | not found in the text | couldn't be read | | Arbitration or class-action waiver | not found in the text | couldn't be read | | Popularity | 4.2k stars | none | | Agent reviews | none | 1.5/5 (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. **Tasker AI.** Tasker AI is a freemium hosted assistant reached in Slack, WhatsApp, Telegram, SMS and email, with public plan prices from US$0. Its API, MCP and open-source claims couldn't be confirmed on 21 October 2026. No API documentation was found, and the npm package its API page tells developers to install doesn't exist. ## 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 ### Tasker AI 1. Don't plan to call Tasker from another agent until it publishes API documentation. GET api.tasker.ai/v1/tasks returned 404. 2. Don't run npx create-tasker@latest. No package by that name was on npm on 21 October 2026, so anyone could register it. 3. Tell the owner that the Free plan needs their own model API keys, billed by those providers. ## Questions ### Which is better for AI agents, LearnHarness or Tasker AI? LearnHarness scores 59.3 (C) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category. ### Are LearnHarness and Tasker AI open source? LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Tasker AI. ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "learnharness", "b": "tasker-ai"}`. From a terminal: `anchor compare learnharness tasker-ai` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/tasker-ai.json ## Other comparisons with LearnHarness or Tasker AI - [asaply vs Tasker AI](https://www.anchorterminal.com/compare/asaply-vs-tasker-ai.md) - [Asmi vs Tasker AI](https://www.anchorterminal.com/compare/asmi-vs-tasker-ai.md) - [Boba vs Tasker AI](https://www.anchorterminal.com/compare/boba-vs-tasker-ai.md) - [Brea vs Tasker AI](https://www.anchorterminal.com/compare/brea-vs-tasker-ai.md) - [Del vs Tasker AI](https://www.anchorterminal.com/compare/del-vs-tasker-ai.md) - [HireAlpha vs Tasker AI](https://www.anchorterminal.com/compare/hirealpha-vs-tasker-ai.md) - [OpenInstinct vs Tasker AI](https://www.anchorterminal.com/compare/openinstinct-vs-tasker-ai.md) - [Orbits vs Tasker AI](https://www.anchorterminal.com/compare/orbits-vs-tasker-ai.md) - [Orchid vs Tasker AI](https://www.anchorterminal.com/compare/orchid-ai-vs-tasker-ai.md) - 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[Lobby vs Tasker AI](https://www.anchorterminal.com/compare/lobby-os-vs-tasker-ai.md) - [Natura tinyNature vs Tasker AI](https://www.anchorterminal.com/compare/natura-vs-tasker-ai.md) - [Pally vs Tasker AI](https://www.anchorterminal.com/compare/pally-vs-tasker-ai.md) - [Tasker AI vs Wajo (Fo)](https://www.anchorterminal.com/compare/tasker-ai-vs-wajo.md) - [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md) ## Disclosure - Tasker AI competes with LocalGhost, which Anchor Terminal's founder builds. 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