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Kimi, Qwen and DeepSeek: using AgentStructure alerts with Chinese assistants

Kimi, Qwen and DeepSeek are strong assistants, but they only know what happened before you asked. Here is how to get live alerts to them, or to your phone, with AgentStructure apps.

AgentStructure.AI6 min read

Works with

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant
Kimi, Qwen and DeepSeek can reason well, but they cannot see a new filing or job posting unless something tells them.
K
Example alert. Names and numbers are illustrative.

Key takeaways

The short version.

  • An assistant can only answer from what it has been given, so it needs a live source to tell you about something new.
  • AgentStructure apps watch things for you and send alerts by text, email or into your favorite AI.
  • Qwen has announced MCP support in its desktop app, Kimi's MCP support depends on the client you use, and DeepSeek has community MCP servers rather than an official connector that we found.
  • If your assistant cannot add an MCP connector, text and email alerts work today, and a personal AI such as Instinct or Muse is a natural fit for the connector route.
  • The apps report only. They never give advice, place trades or bets, or act on their own.

Who it is for

Why does my assistant miss things that just happened?

  • Here is the problem.

  • This article is for people who use one of these assistants, in English or Chinese, and want it to know about new events.

  • AgentStructure is the real-time intelligence layer personal AIs plug into.

Here is the problem. You ask Kimi, Qwen or DeepSeek a sharp question and get a thoughtful answer. But it is an answer about the world as the assistant knows it. It does not wake up at 6 a.m. to check whether a company filed something overnight, whether an agency opened a comment period, or whether a job you want went live. You have to remember to ask, and by then you may be late.

This article is for people who use one of these assistants, in English or Chinese, and want it to know about new events. It is also for people who do not want to depend on any chat window at all. An alert that lands on your phone works whichever assistant you prefer.

AgentStructure is the real-time intelligence layer personal AIs plug into. Its apps watch a narrow area, such as SEC filings, political posts, job openings or federal rules. They send you an alert when something changes, and your assistant can then explain it. The apps are free during the beta.

Use cases

4 ways people use Kimi, Qwen and DeepSeek: using alerts with Chinese assistants.

  1. SEC filing alert

    1. A filing lands on a company you hold

    The situation: you follow a handful of companies, and one of them files an 8-K overnight. You will not read it unless something points you to it.

    SECstocksignals.com sends a real-time alert when a breaking SEC filing hits a company on your watchlist. The alert includes AI analysis of what changed and what it could mean for your portfolio. For example, it might say the company's chief financial officer is changing.

    What you do next: open the original filing and read it. If you have connected an assistant such as Qwen or DeepSeek, you can ask it to walk through the change in your own words. The app reports. It does not tell you to buy or sell.

  2. Political post alert

    2. A political post may move a market you follow

    The situation: you follow a few prediction markets, and a public political post goes up while you are away from your screen.

    PoliticalPredictions.APP watches public political posts around the clock. It tells your AI assistant which of the markets you follow could move. For example, a post about a shipping route reopening could affect oil prices, and markets that depend on oil may react.

    What you do next: ask which of your markets the post touches and why, then decide for yourself. The app is informational only. It never places bets or touches your wallet.

  3. New job match

    3. A job you fit is posted this morning

    The situation: you are job hunting and checking boards by hand. The best roles often get the most applications in the first day.

    RoleRank.me compares new openings with your résumé and experience. It texts you the most relevant ones as soon as they are posted. Ranking jobs against your résumé is free whenever you ask. Premium adds bulk ranking and new matching jobs sent to you, and premium is free during the beta.

    What you do next: open the apply link, and ask your assistant what the role may be missing from your résumé so you can tailor your application.

  4. Federal rule alert

    4. A new federal rule opens for comment

    The situation: you care about a regulatory topic, but the Federal Register is large and the comment window is short.

    FedRegTracker.com is a free tracker that follows new rules, proposed rules and notices on the topics you pick. An alert gives you a summary and a Federal Register link. For example, a proposed rule on your topic could close for comment on a given date.

    What you do next: read the summary, open the link, and decide whether to file a comment. It also offers an MCP connection, which its own site describes.

On your phone

What the alerts look like.

SEC alert

Figure 1

An 8-K on a watched company, then a follow-up question. All details are illustrative.
Political post

Figure 2

A public post and the markets it may affect. The post is an example, not real news.
Job match

Figure 3

A new role texted to you, then a question about fit. The role is illustrative.

Example alerts. Every name, number and event shown is illustrative.

How to

How do I connect alerts to Kimi, Qwen or DeepSeek?

  1. Step 1

    Open the app you want, for example secstocksignals.com, politicalpredictions.app or rolerank.me, and sign in.

  2. Step 2

    Pick what to watch: a watchlist, the markets you follow, or your résumé and job type.

  3. Step 3

    Choose how to receive alerts: text, email, or your favorite AI. A personal AI such as Instinct or Muse is the natural fit.

  4. Step 4

    To use a chat assistant, open the app's connect page and copy the API key and MCP address. Then add them in the assistant's connector settings, if it has any.

Support differs. Qwen announced MCP in Qwen Chat Desktop. A Moonshot forum answer says Kimi's MCP depends on the client. For DeepSeek we found only community MCP servers, no official connector. This is no official listing or partnership. Without a connector, text and email work today.

Open Kimi, Qwen and DeepSeek: using alerts with Chinese assistantsConnect your AI

FAQ

Frequently asked questions.

Do Kimi, Qwen and DeepSeek officially support AgentStructure?

No. We do not claim any listing or partnership. Any assistant or client that can add an MCP address can use the API key and MCP address from an app's connect page. Otherwise, use text or email alerts.

What if my assistant cannot add an MCP connector?

Receive the alerts by text or email instead. You can also paste an alert into the assistant and ask it to explain. A personal AI such as Instinct or Muse is a natural fit if you want alerts to arrive inside the assistant itself.

Do the apps give advice or act for me?

No. They report what changed. PoliticalPredictions.APP never places bets or touches your wallet. SECstocksignals.com does not tell you to buy or sell. You make every decision.

What does it cost?

The apps are free during the beta, including the premium features that are listed as free for now.

Are the examples in this article real?

No. The people, filings, posts, roles and dates are illustrations of how an alert looks and are not real news.

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