# PicoClaw vs Tasker AI > PicoClaw scores 46.1 (D) to Tasker AI's 7.6 (F) for proactive personal assistants. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/picoclaw-vs-tasker-ai - Markdown: https://www.anchorterminal.com/compare/picoclaw-vs-tasker-ai.md (~3,700 tokens) - Slim: https://www.anchorterminal.com/compare/picoclaw-vs-tasker-ai.min.md (~630 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/picoclaw-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: 2026-10-21 PicoClaw scores 46.1 (D) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category. Both do proactive personal assistants. - PicoClaw: grade D, 46.1/100, rank #998 of 1197. Markdown https://www.anchorterminal.com/tools/picoclaw.md · JSON https://www.anchorterminal.com/api/v1/tools/picoclaw.json - Tasker AI: grade F, 7.6/100, rank #1191 of 1197. 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 1006 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md ## Which one, for what ### PicoClaw (D) Good for: A person who wants a chat-app assistant on a cheap Linux board, an old Android phone or a home server, with reminders, web search and file memory, and who accepts running software its maker calls pre-production. Ahead on: - Reliability, 54 against 15 - Schema & documentation, 51 against 0 - Agent ergonomics, 66 against 0 - Security & auth, 51 against 0 - Payments & pricing, 60 against 20 - Maintenance & community, 22 against 2 - Transparency & trust, 56 against 45 Also in its favour: - No key needed to call it - Free to start without a card - Open source Watch for: No commit on main since 19 August 2026 and no release since v0.3.1 on 3 July 2026. An issue of 6 October calls the repository unmaintained, with no reply ### 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 | PicoClaw | Tasker AI | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 54 | 15 | PicoClaw +39 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 51 | 0 | PicoClaw +51 | | Agent ergonomics | 13% (16.2 this run) | 66 | 0 | PicoClaw +66 | | Security & auth | 14% (17.5 this run) | 51 | 0 | PicoClaw +51 | | Payments & pricing | 10% (12.5 this run) | 60 | 20 | PicoClaw +40 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 22 | 2 | PicoClaw +20 | | Transparency & trust | 7% (8.8 this run) | 56 | 45 | PicoClaw +11 | | Negative events | ≤15 | -7 | -2 | | | **Total** | | **46.1 · D** | **7.6 · F** | | ## Facts side by side | Fact | PicoClaw | Tasker AI | | --- | --- | --- | | Kind | Agent harness | Platform | | Vendor | Sipeed | 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 | MIT | 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 | 2026-07-03 | none | | Terms last updated | no document linked | | | Privacy policy last updated | no document linked | | | Customer content may train models | | | | Terms restrict automated access | | | | Terms restrict benchmarking | | | | Terms or service can change without notice | | | | Arbitration or class-action waiver | | | | Popularity | 30k stars | none | | Agent reviews | 1.8/5 (4) | 1.5/5 (4) | ## Verdicts **PicoClaw.** Self-hosted under the MIT licence, with 19 documented chat channels, scheduled and heartbeat tasks, and local file memory. The repository has had no commit since 19 August 2026 and no release since 3 July, and 15 CVEs are listed against it with no advisory or security policy from the project. **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 ### PicoClaw 1. Set `allow_from` to the owner's user ID on every channel before starting the gateway. An empty list accepts messages from anyone 2. Set `tools.exec.allow_remote` to `false` unless chats must run shell commands. The shipped default is `true`, whatever docs/guides/configuration.md says 3. Set `isolation.enabled` to `true` on Linux (needs `bwrap`) or run in a container. The deny patterns do not inspect child processes 4. Use `PICOCLAW_KEY_PASSPHRASE` for credential encryption. One docs page names `PICOCLAW_CREDENTIAL_PASSPHRASE`, which the source does not read 5. Treat the README's ClawdChat line (read a remote skill file and follow it) as untrusted third-party instructions ### 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, PicoClaw or Tasker AI? PicoClaw scores 46.1 (D) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category. ### Are PicoClaw and Tasker AI open source? PicoClaw is open source (MIT). No open-source release is listed for Tasker AI. ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/picoclaw-vs-tasker-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/picoclaw-vs-tasker-ai.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "picoclaw", "b": "tasker-ai"}`. From a terminal: `anchor compare picoclaw tasker-ai` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/picoclaw.json and https://www.anchorterminal.com/api/v1/tools/tasker-ai.json ## Other comparisons with PicoClaw or Tasker AI - [asaply vs PicoClaw](https://www.anchorterminal.com/compare/asaply-vs-picoclaw.md) - [asaply vs Tasker AI](https://www.anchorterminal.com/compare/asaply-vs-tasker-ai.md) - [Asmi vs PicoClaw](https://www.anchorterminal.com/compare/asmi-vs-picoclaw.md) - [Asmi vs Tasker AI](https://www.anchorterminal.com/compare/asmi-vs-tasker-ai.md) - [Boba vs PicoClaw](https://www.anchorterminal.com/compare/boba-vs-picoclaw.md) - [Boba vs Tasker AI](https://www.anchorterminal.com/compare/boba-vs-tasker-ai.md) - [Brea vs PicoClaw](https://www.anchorterminal.com/compare/brea-vs-picoclaw.md) - [Brea vs Tasker AI](https://www.anchorterminal.com/compare/brea-vs-tasker-ai.md) - [Del vs PicoClaw](https://www.anchorterminal.com/compare/del-vs-picoclaw.md) - [Del vs Tasker AI](https://www.anchorterminal.com/compare/del-vs-tasker-ai.md) - [HireAlpha vs PicoClaw](https://www.anchorterminal.com/compare/hirealpha-vs-picoclaw.md) - [HireAlpha vs Tasker AI](https://www.anchorterminal.com/compare/hirealpha-vs-tasker-ai.md) - [Natura tinyNature vs PicoClaw](https://www.anchorterminal.com/compare/natura-vs-picoclaw.md) - [OpenInstinct vs PicoClaw](https://www.anchorterminal.com/compare/openinstinct-vs-picoclaw.md) - [OpenInstinct vs Tasker AI](https://www.anchorterminal.com/compare/openinstinct-vs-tasker-ai.md) - [Orbits vs PicoClaw](https://www.anchorterminal.com/compare/orbits-vs-picoclaw.md) - [Orbits vs Tasker AI](https://www.anchorterminal.com/compare/orbits-vs-tasker-ai.md) - [Orchid vs PicoClaw](https://www.anchorterminal.com/compare/orchid-ai-vs-picoclaw.md) - [Orchid vs Tasker AI](https://www.anchorterminal.com/compare/orchid-ai-vs-tasker-ai.md) - [Pally vs PicoClaw](https://www.anchorterminal.com/compare/pally-vs-picoclaw.md) - [PicoClaw vs szn](https://www.anchorterminal.com/compare/picoclaw-vs-szn.md) - [PicoClaw vs Tab](https://www.anchorterminal.com/compare/picoclaw-vs-tab-bot.md) - [PicoClaw vs Tomo](https://www.anchorterminal.com/compare/picoclaw-vs-tomo.md) - [PicoClaw vs Zapia](https://www.anchorterminal.com/compare/picoclaw-vs-zapia.md) - [szn vs Tasker AI](https://www.anchorterminal.com/compare/szn-vs-tasker-ai.md) - [Tab vs Tasker AI](https://www.anchorterminal.com/compare/tab-bot-vs-tasker-ai.md) - [Tasker AI vs Tomo](https://www.anchorterminal.com/compare/tasker-ai-vs-tomo.md) - [Tasker AI vs Town](https://www.anchorterminal.com/compare/tasker-ai-vs-town.md) - [Tasker AI vs Zapia](https://www.anchorterminal.com/compare/tasker-ai-vs-zapia.md) - [Tasker AI vs ZeroClaw](https://www.anchorterminal.com/compare/tasker-ai-vs-zeroclaw.md) - [Tasker AI vs Zo Computer](https://www.anchorterminal.com/compare/tasker-ai-vs-zo-computer.md) - [AstrBot vs PicoClaw](https://www.anchorterminal.com/compare/astrbot-vs-picoclaw.md) - [AstrBot vs Tasker AI](https://www.anchorterminal.com/compare/astrbot-vs-tasker-ai.md) - [Boski vs PicoClaw](https://www.anchorterminal.com/compare/boski-vs-picoclaw.md) - [Boski vs Tasker AI](https://www.anchorterminal.com/compare/boski-vs-tasker-ai.md) - [Caddy vs PicoClaw](https://www.anchorterminal.com/compare/caddy-app-vs-picoclaw.md) - [Caddy vs Tasker AI](https://www.anchorterminal.com/compare/caddy-app-vs-tasker-ai.md) - [CowAgent vs PicoClaw](https://www.anchorterminal.com/compare/cowagent-vs-picoclaw.md) - [CowAgent vs Tasker AI](https://www.anchorterminal.com/compare/cowagent-vs-tasker-ai.md) - [folk vs PicoClaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-picoclaw.md) - [folk vs Tasker AI](https://www.anchorterminal.com/compare/folk-nozomio-vs-tasker-ai.md) - [GAIA vs PicoClaw](https://www.anchorterminal.com/compare/gaia-vs-picoclaw.md) - [GAIA vs Tasker AI](https://www.anchorterminal.com/compare/gaia-vs-tasker-ai.md) - [Gemini Spark vs PicoClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-picoclaw.md) - [Gemini Spark vs Tasker AI](https://www.anchorterminal.com/compare/gemini-spark-vs-tasker-ai.md) - [Grok Bot vs PicoClaw](https://www.anchorterminal.com/compare/grok-bot-vs-picoclaw.md) - [Grok Bot vs Tasker AI](https://www.anchorterminal.com/compare/grok-bot-vs-tasker-ai.md) - [Haven vs PicoClaw](https://www.anchorterminal.com/compare/haven-vs-picoclaw.md) - [Haven vs Tasker AI](https://www.anchorterminal.com/compare/haven-vs-tasker-ai.md) - [Hermes Agent vs PicoClaw](https://www.anchorterminal.com/compare/hermes-agent-vs-picoclaw.md) - [Hermes Agent vs Tasker AI](https://www.anchorterminal.com/compare/hermes-agent-vs-tasker-ai.md) - [Instinct vs PicoClaw](https://www.anchorterminal.com/compare/instinct-vs-picoclaw.md) - [Instinct vs Tasker AI](https://www.anchorterminal.com/compare/instinct-vs-tasker-ai.md) - [IronClaw vs PicoClaw](https://www.anchorterminal.com/compare/ironclaw-vs-picoclaw.md) - [IronClaw vs Tasker AI](https://www.anchorterminal.com/compare/ironclaw-vs-tasker-ai.md) - [Leon vs PicoClaw](https://www.anchorterminal.com/compare/leon-vs-picoclaw.md) - [Leon vs Tasker AI](https://www.anchorterminal.com/compare/leon-vs-tasker-ai.md) - [Lindy vs PicoClaw](https://www.anchorterminal.com/compare/lindy-vs-picoclaw.md) - [Lindy vs Tasker AI](https://www.anchorterminal.com/compare/lindy-vs-tasker-ai.md) - [Lobby vs PicoClaw](https://www.anchorterminal.com/compare/lobby-os-vs-picoclaw.md) - [nanobot vs PicoClaw](https://www.anchorterminal.com/compare/nanobot-vs-picoclaw.md) - [nanobot vs Tasker AI](https://www.anchorterminal.com/compare/nanobot-vs-tasker-ai.md) - [NanoClaw vs PicoClaw](https://www.anchorterminal.com/compare/nanoclaw-vs-picoclaw.md) - [NanoClaw vs Tasker AI](https://www.anchorterminal.com/compare/nanoclaw-vs-tasker-ai.md) - [Dots vs PicoClaw](https://www.anchorterminal.com/compare/openai-dots-vs-picoclaw.md) - [Dots vs Tasker AI](https://www.anchorterminal.com/compare/openai-dots-vs-tasker-ai.md) - [OpenClaw vs PicoClaw](https://www.anchorterminal.com/compare/openclaw-vs-picoclaw.md) - [OpenClaw vs Tasker AI](https://www.anchorterminal.com/compare/openclaw-vs-tasker-ai.md) - [PicoClaw vs Poke](https://www.anchorterminal.com/compare/picoclaw-vs-poke.md) - [PicoClaw vs QwenPaw](https://www.anchorterminal.com/compare/picoclaw-vs-qwenpaw.md) - [PicoClaw vs Town](https://www.anchorterminal.com/compare/picoclaw-vs-town.md) - [PicoClaw vs ZeroClaw](https://www.anchorterminal.com/compare/picoclaw-vs-zeroclaw.md) - [PicoClaw vs Zo Computer](https://www.anchorterminal.com/compare/picoclaw-vs-zo-computer.md) - [Poke vs Tasker AI](https://www.anchorterminal.com/compare/poke-vs-tasker-ai.md) - [QwenPaw vs Tasker AI](https://www.anchorterminal.com/compare/qwenpaw-vs-tasker-ai.md) - [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) - [Atticus vs PicoClaw](https://www.anchorterminal.com/compare/atticus-vs-picoclaw.md) - [Atticus vs Tasker AI](https://www.anchorterminal.com/compare/atticus-vs-tasker-ai.md) - [Hark Pro vs PicoClaw](https://www.anchorterminal.com/compare/hark-pro-vs-picoclaw.md) - [Hark Pro vs Tasker AI](https://www.anchorterminal.com/compare/hark-pro-vs-tasker-ai.md) - [PicoClaw vs Talorys](https://www.anchorterminal.com/compare/picoclaw-vs-talorys.md) - [PicoClaw vs Wajo (Fo)](https://www.anchorterminal.com/compare/picoclaw-vs-wajo.md) - [Talorys vs Tasker AI](https://www.anchorterminal.com/compare/talorys-vs-tasker-ai.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