# Asmi vs Leon > Leon scores 41 (E) to Asmi's 33.3 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/asmi-vs-leon - Markdown: https://www.anchorterminal.com/compare/asmi-vs-leon.md (~3,350 tokens) - Slim: https://www.anchorterminal.com/compare/asmi-vs-leon.min.md (~630 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/asmi-vs-leon.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 - Updated: 2026-10-13 Leon scores 41 (E) on agent readiness against Asmi's 33.3 (F), and leads in 6 of 7 scored categories. Asmi leads on security & auth. Both do assistants that remember you. - Asmi: grade F, 33.3/100, rank #973 of 1010. Markdown https://www.anchorterminal.com/tools/asmi.md · JSON https://www.anchorterminal.com/api/v1/tools/asmi.json - Leon: grade E, 41/100, rank #938 of 1010. Markdown https://www.anchorterminal.com/tools/leon.md · JSON https://www.anchorterminal.com/api/v1/tools/leon.json - Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md - All 834 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md ## Which one, for what ### Asmi (F) Good for: An agent that needs phone calls, texts and emails to businesses done for its owner. Ahead on: - Security & auth, 49 against 34 Also in its favour: - A hosted endpoint, with nothing to install Watch for: Tool JSON Schemas and annotations can't be read before OAuth (unauthenticated initialize returns 401). ### Leon (E) Good for: A developer who wants a self-hosted assistant with memory, computer use and a local model, and who will read the source. Ahead on: - Schema & documentation, 33 against 20 - Agent ergonomics, 57 against 43 - Payments & pricing, 60 against 30 - Maintenance & community, 15 against 3 - Transparency & trust, 60 against 51 Also in its favour: - No key needed to call it - Free to start without a card - Open source Watch for: No tagged release of the core since 1.0.0-beta.8 on 1 May 2023. The 2.0 Developer Preview is installed by cloning the develop branch ## Score by category | Category | Weight | Asmi | Leon | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 30 | 32 | Leon +2 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 20 | 33 | Leon +13 | | Agent ergonomics | 13% (16.2 this run) | 43 | 57 | Leon +14 | | Security & auth | 14% (17.5 this run) | 49 | 34 | Asmi +15 | | Payments & pricing | 10% (12.5 this run) | 30 | 60 | Leon +30 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 3 | 15 | Leon +12 | | Transparency & trust | 7% (8.8 this run) | 51 | 60 | Leon +9 | | Negative events | ≤15 | 0 | 0 | | | **Total** | | **33.3 · F** | **41 · E** | | ## Facts side by side | Fact | Asmi | Leon | | --- | --- | --- | | Kind | Platform | Agent harness | | Vendor | Humint Labs, Inc. | Louis Grenard (Leon AI) | | Hosted endpoint | `https://prod.asmiai.com/mcp/claude/` | no (local only) | | Transports | Streamable HTTP | | | Auth | OAuth | None | | Pricing | Freemium | Free | | x402 | no | no | | Licence | Closed service under Asmi's Terms of Service (Humint Labs, Inc., a Delaware corporation, effective October 2026). | MIT | | Tools exposed | 12 | none | | Read-only variant documented | no | no | | llms.txt | no | no | | Last release | none | 2023-05-01 | | 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 | none | 18k stars | ## Verdicts **Asmi.** Asmi is a hosted errand service with a 12-tool MCP server for Claude, ChatGPT and Muse, using OAuth with separate scopes for tracking tasks and for contacting people. Tool schemas sit behind sign-in, the outreach scope is ticked by default, and no status page, changelog or security contact was found. **Leon.** Connected-app credentials are encrypted per profile and the Gmail connection is read-only. The 2.0 Developer Preview has no tagged release, runs tools and a 30-minute proactive pulse with no approval step, listens on every network interface with client authentication off, and sends telemetry by default. ## Before you call either ### Asmi 1. Use the endpoint for your own client (/mcp/claude/, /mcp/openai/ or /mcp/meta/). A token from another client gets 403. 2. Call discover_search before execute_start, then poll execute_status with the task id instead of starting the task again. 3. Answer Asmi's questions with execute_advance. Calls already placed can't be recalled by execute_cancel. 4. Expect outreach_not_permitted if the owner unticked contact people. Ask them to reconnect rather than retrying. 5. Check billing_status before starting a task, since each outreach task uses one of the month's quota. ### Leon 1. Clone the develop branch for 2.0. `npm install --global @leon-ai/cli` and docs.getleon.ai install and describe the legacy 1.0 betas 2. Set `client_interface.auth.enabled: true` and a `LEON_PROFILE_TOKEN` before the machine joins a shared network. The server binds 0.0.0.0 3. Set `telemetry_enabled: false` and `runtime.pulse_enabled: false` in the profile `config.yml` for an unattended or private run 4. Use `availability.tools.allowed` to limit tools. Shell, file writes, computer use and browser control are otherwise available to the agent with no approval prompt 5. Back up `LEON_CONNECTIONS_ENCRYPTION_KEY` from the profile `.env`. Without it the stored connections cannot be read ## Questions ### Which is better for AI agents, Asmi or Leon? Leon scores 41 (E) on agent readiness against Asmi's 33.3 (F), and leads in 6 of 7 scored categories. Asmi leads on security & auth. ### Are Asmi and Leon open source? No open-source release is listed for Asmi. Leon is open source (MIT). ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/asmi-vs-leon.json, and with the fewest tokens: https://www.anchorterminal.com/compare/asmi-vs-leon.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "asmi", "b": "leon"}`. From a terminal: `anchor compare asmi leon` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/asmi.json and https://www.anchorterminal.com/api/v1/tools/leon.json ## Other comparisons with Asmi or Leon - [asaply vs Asmi](https://www.anchorterminal.com/compare/asaply-vs-asmi.md) - [Asmi vs AstrBot](https://www.anchorterminal.com/compare/asmi-vs-astrbot.md) - [Asmi vs Boba](https://www.anchorterminal.com/compare/asmi-vs-boba.md) - [Asmi vs Boski](https://www.anchorterminal.com/compare/asmi-vs-boski.md) - [Asmi vs Brea](https://www.anchorterminal.com/compare/asmi-vs-brea.md) - [Asmi vs Caddy](https://www.anchorterminal.com/compare/asmi-vs-caddy-app.md) - [Asmi vs CowAgent](https://www.anchorterminal.com/compare/asmi-vs-cowagent.md) - [Asmi vs Del](https://www.anchorterminal.com/compare/asmi-vs-del.md) - [Asmi vs folk](https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio.md) - [Asmi vs GAIA](https://www.anchorterminal.com/compare/asmi-vs-gaia.md) - [Asmi vs Grok Bot](https://www.anchorterminal.com/compare/asmi-vs-grok-bot.md) - [Asmi vs Haven](https://www.anchorterminal.com/compare/asmi-vs-haven.md) - [Asmi vs Hermes Agent](https://www.anchorterminal.com/compare/asmi-vs-hermes-agent.md) - [Asmi vs HireAlpha](https://www.anchorterminal.com/compare/asmi-vs-hirealpha.md) - [Asmi vs Instinct](https://www.anchorterminal.com/compare/asmi-vs-instinct.md) - [Asmi vs IronClaw](https://www.anchorterminal.com/compare/asmi-vs-ironclaw.md) - [Asmi vs Lindy](https://www.anchorterminal.com/compare/asmi-vs-lindy.md) - [Asmi vs nanobot](https://www.anchorterminal.com/compare/asmi-vs-nanobot.md) - [Asmi vs NanoClaw](https://www.anchorterminal.com/compare/asmi-vs-nanoclaw.md) - [Asmi vs Natura tinyNature](https://www.anchorterminal.com/compare/asmi-vs-natura.md) - [Asmi vs Dots](https://www.anchorterminal.com/compare/asmi-vs-openai-dots.md) - [Asmi vs OpenClaw](https://www.anchorterminal.com/compare/asmi-vs-openclaw.md) - [Asmi vs OpenInstinct](https://www.anchorterminal.com/compare/asmi-vs-openinstinct.md) - [Asmi vs Orbits](https://www.anchorterminal.com/compare/asmi-vs-orbits.md) - [Asmi vs Orchid](https://www.anchorterminal.com/compare/asmi-vs-orchid-ai.md) - [Asmi vs Pally](https://www.anchorterminal.com/compare/asmi-vs-pally.md) - [Asmi vs PicoClaw](https://www.anchorterminal.com/compare/asmi-vs-picoclaw.md) - [Asmi vs Poke](https://www.anchorterminal.com/compare/asmi-vs-poke.md) - [Asmi vs QwenPaw](https://www.anchorterminal.com/compare/asmi-vs-qwenpaw.md) - [Asmi vs szn](https://www.anchorterminal.com/compare/asmi-vs-szn.md) - [Asmi vs Tab](https://www.anchorterminal.com/compare/asmi-vs-tab-bot.md) - [Asmi vs Tomo](https://www.anchorterminal.com/compare/asmi-vs-tomo.md) - [Asmi vs Town](https://www.anchorterminal.com/compare/asmi-vs-town.md) - [Asmi vs Zapia](https://www.anchorterminal.com/compare/asmi-vs-zapia.md) - [Asmi vs ZeroClaw](https://www.anchorterminal.com/compare/asmi-vs-zeroclaw.md) - [Asmi vs Zo Computer](https://www.anchorterminal.com/compare/asmi-vs-zo-computer.md) - [AstrBot vs Leon](https://www.anchorterminal.com/compare/astrbot-vs-leon.md) - [Boski vs Leon](https://www.anchorterminal.com/compare/boski-vs-leon.md) - [Caddy vs Leon](https://www.anchorterminal.com/compare/caddy-app-vs-leon.md) - [CowAgent vs Leon](https://www.anchorterminal.com/compare/cowagent-vs-leon.md) - [folk vs Leon](https://www.anchorterminal.com/compare/folk-nozomio-vs-leon.md) - [GAIA vs Leon](https://www.anchorterminal.com/compare/gaia-vs-leon.md) - [Gemini Spark vs Leon](https://www.anchorterminal.com/compare/gemini-spark-vs-leon.md) - [Grok Bot vs Leon](https://www.anchorterminal.com/compare/grok-bot-vs-leon.md) - [Haven vs Leon](https://www.anchorterminal.com/compare/haven-vs-leon.md) - [Hermes Agent vs Leon](https://www.anchorterminal.com/compare/hermes-agent-vs-leon.md) - [Instinct vs Leon](https://www.anchorterminal.com/compare/instinct-vs-leon.md) - [IronClaw vs Leon](https://www.anchorterminal.com/compare/ironclaw-vs-leon.md) - [Leon vs Lindy](https://www.anchorterminal.com/compare/leon-vs-lindy.md) - [Leon vs nanobot](https://www.anchorterminal.com/compare/leon-vs-nanobot.md) - [Leon vs NanoClaw](https://www.anchorterminal.com/compare/leon-vs-nanoclaw.md) - [Leon vs Dots](https://www.anchorterminal.com/compare/leon-vs-openai-dots.md) - [Leon vs OpenClaw](https://www.anchorterminal.com/compare/leon-vs-openclaw.md) - [Leon vs PicoClaw](https://www.anchorterminal.com/compare/leon-vs-picoclaw.md) - [Leon vs Poke](https://www.anchorterminal.com/compare/leon-vs-poke.md) - [Leon vs QwenPaw](https://www.anchorterminal.com/compare/leon-vs-qwenpaw.md) - [Leon vs Town](https://www.anchorterminal.com/compare/leon-vs-town.md) - [Leon vs ZeroClaw](https://www.anchorterminal.com/compare/leon-vs-zeroclaw.md) - [Leon vs Zo Computer](https://www.anchorterminal.com/compare/leon-vs-zo-computer.md) - [asaply vs Leon](https://www.anchorterminal.com/compare/asaply-vs-leon.md) - [Brea vs Leon](https://www.anchorterminal.com/compare/brea-vs-leon.md) - [Del vs Leon](https://www.anchorterminal.com/compare/del-vs-leon.md) - [HireAlpha vs Leon](https://www.anchorterminal.com/compare/hirealpha-vs-leon.md) - [Leon vs Natura tinyNature](https://www.anchorterminal.com/compare/leon-vs-natura.md) - [Leon vs Orbits](https://www.anchorterminal.com/compare/leon-vs-orbits.md) - [Leon vs Orchid](https://www.anchorterminal.com/compare/leon-vs-orchid-ai.md) - [Leon vs Pally](https://www.anchorterminal.com/compare/leon-vs-pally.md) - [Leon vs szn](https://www.anchorterminal.com/compare/leon-vs-szn.md) - [Leon vs Tomo](https://www.anchorterminal.com/compare/leon-vs-tomo.md) - [Leon vs Wajo (Fo)](https://www.anchorterminal.com/compare/leon-vs-wajo.md) - [Leon vs Zapia](https://www.anchorterminal.com/compare/leon-vs-zapia.md) - [Asmi vs Gemini Spark](https://www.anchorterminal.com/compare/asmi-vs-gemini-spark.md) - [Asmi vs Talorys](https://www.anchorterminal.com/compare/asmi-vs-talorys.md) - [Asmi vs Wajo (Fo)](https://www.anchorterminal.com/compare/asmi-vs-wajo.md) - [Boba vs Leon](https://www.anchorterminal.com/compare/boba-vs-leon.md) - [Leon vs Tab](https://www.anchorterminal.com/compare/leon-vs-tab-bot.md) - [Leon vs Talorys](https://www.anchorterminal.com/compare/leon-vs-talorys.md) - [Leon vs OpenInstinct](https://www.anchorterminal.com/compare/leon-vs-openinstinct.md) ## Disclosure - Asmi 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.