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Head to head · Assistants that remember you · October 2026 research run

Asmi vs Gemini Spark

Asmi scores 33.3 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 5 of 7 scored categories. Gemini Spark leads on security & auth and maintenance & community. Both do assistants that remember you.

Best AI personal assistants that act for one person · All 834 assistants comparisons

AsmiHumint Labs, Inc. · Platform F33.3/100#973 of 1010 Gemini SparkGoogle LLC · Platform F24.5/100#982 of 1010

Which one, for what

Asmi F

Best for An agent that needs phone calls, texts and emails to businesses done for its owner.

Ahead on

  • Reliability, 30 against 14
  • Agent ergonomics, 43 against 9
  • Payments & pricing, 30 against 10

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).

Gemini Spark F

Best for A person who already keeps mail, calendar and files in a personal Google Account and accepts Keep Activity being on.

Ahead on

  • Security & auth, 60 against 49
  • Maintenance & community, 17 against 3

Watch for

No public API, SDK or MCP server for an outside agent was found. Spark is reached in the Gemini mobile app, the Mac app and gemini.google.com

Score by category

CategoryWeight this runAsmiGemini SparkEdge
Reliability16%203014Asmi +16
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.22017Asmi +3
Agent ergonomics13%16.2439Asmi +34
Security & auth14%17.54960Gemini Spark +11
Payments & pricing10%12.53010Asmi +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8317Gemini Spark +14
Transparency & trust7%8.85149Asmi +2
Negative events≤1500
TotalF 33.3/100F 24.5/100

Facts side by side

FactAsmiGemini Spark
KindPlatformPlatform
VendorHumint Labs, Inc.Google LLC
Hosted endpointhttps://prod.asmiai.com/mcp/claude/no (local only)
TransportsStreamable HTTP
AuthOAuthOAuth
PricingFreemiumPaid
x402nono
LicenceClosed service under Asmi's Terms of Service (Humint Labs, Inc., a Delaware corporation, effective October 2026).Proprietary hosted service under the Google Terms of Service
Tools exposed12none
Read-only variant documentednono
llms.txtnono
Last releasenone2026-05-19
Terms last updated2026-07-30
Privacy policy last updated2026-09-24
Customer content may train modelsyes, with an opt-out
Terms restrict automated accessyes
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text

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.

Gemini Spark

Google's help pages state what Spark confirms before doing, how to delete its remote browser and code data, and the risks of prompt injection. Spark has no public API, Google calls it experimental, and it runs only with Keep Activity on, the setting under which chats are used for model training and human review.

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.

Gemini Spark

  1. Do not plan an integration against Spark. No public API or MCP server was found, and a person must hold a Google AI Pro or Ultra subscription
  2. Expect a confirmation request before sends, edits, purchases and web form submissions, and note that bulk changes to private Google Tasks run without one
  3. Delete remote browser data and remote code execution data in Gemini Spark Settings after a sensitive session. Deleting a task thread or Gemini Apps activity does not remove them
  4. Keep within 15 running tasks and 50 active schedules. A schedule does not run when 15 tasks are running or the usage limit is reached
  5. Treat every safety statement here as Google's own description. None was tested, and no message was sent to the service

Questions

Which is better for AI agents, Asmi or Gemini Spark?

Asmi scores 33.3 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 5 of 7 scored categories. Gemini Spark leads on security & auth and maintenance & community.

Other comparisons with Asmi or Gemini Spark

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.

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