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How to connect any AgentStructure app to your AI in five minutes

Your AI assistant is smart, but it cannot see what happened this morning. Here is how to plug it into AgentStructure apps so it can report live filings, contracts, jobs and opinion shifts.

AgentStructure.AI5 min read

Works with

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant
Your AI knows a lot, but it cannot see this morning's news until you connect it to a live source.
H
Example alert. Names and numbers are illustrative.

Key takeaways

The short version.

  • A personal AI can only report what it can see, and a live source gives it today's facts.
  • Every AgentStructure app follows the same setup: sign in, pick what to watch, then paste the API key and MCP address into your AI.
  • You can also get alerts by text or email, so an AI connection is optional.
  • The apps are free during the beta, and they report information only: no advice, no trades, no actions on their own.

Who it is for

Why does my AI assistant miss what just happened?

  • Here is the problem many people run into.

  • The other half of the problem is timing.

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

Here is the problem many people run into. You ask your AI assistant about a new SEC filing, a contract that opened today, or a poll released an hour ago, and it answers with general knowledge. It is not wrong to do so, but it has no live view of what changed. You end up checking five websites yourself, which is the work you hoped the assistant would save you.

The other half of the problem is timing. Even when you know where to look, the useful moment is short. A contract deadline, a job posting or a rule change is worth the most when you hear about it early, and you cannot refresh pages all day.

AgentStructure is the real-time intelligence layer personal AIs plug into. Each app watches one kind of public information and reports to you, by text, by email, or through your favorite AI. A personal AI such as Instinct or Muse is the natural fit, because it can combine the alert with what it already knows about you. This guide shows the setup, which is nearly identical across apps.

Use cases

4 ways people use How to connect any AgentStructure app to your AI in five minutes.

  1. Filing alerts

    1. Watch your stocks for new SEC filings

    Situation: you hold a few companies and cannot read every filing. With SECstocksignals.com, you sign in, pick your watchlist, and connect your AI. When a breaking filing lands on a company you watch, the alert says what changed and what it could mean for your holding.

    What you do next: ask your AI for a summary, then open the original filing link. The app reports only. It does not give investment advice or trade for you.

  2. Contract matches

    2. Catch government contracts the day they appear

    Situation: you run a small business and want federal work, but opportunities close fast. GovContracts.Money watches for new contract opportunities that match your business and texts you as soon as they appear.

    What you do next: ask your AI to rank the open matches, check the deadline, and follow the official SAM.gov link. The free plan includes unlimited searches and 1 watch, and Premium, which is free during the beta, raises that to up to 10 watches.

  3. Job matches

    3. Hear about jobs that fit your résumé first

    Situation: you are job hunting and the best postings go quickly. RoleRank.me compares new openings with your résumé and experience, so relevant roles can reach you before you start searching.

    What you do next: ask your AI why a role fits and what it may be missing, then use the apply link. On the free plan you can rank jobs against your résumé whenever you ask. New matching jobs sent to you come with Premium, which is free during the beta.

  4. Opinion shifts

    4. Check whether opinion is really shifting

    Situation: a topic you follow is in the headlines and you want to know if opinion is moving. OpinionPulse.APP joins the latest public poll headlines with overlapping Polymarket and Kalshi prices and an X volume label, with every source attached.

    What you do next: read each source before drawing a conclusion. It is data, not advice, a trade or a vote call. Asking about any topic is free, and alerts on shifts come with Premium, free during the beta.

On your phone

What the alerts look like.

SEC filing

Figure 1

An alert on a watchlist company, then a question to your AI
Contract match

Figure 2

A text when a matching contract opens
Job match

Figure 3

A new role that fits your résumé

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

How to

How do I connect an app to my AI in five minutes?

  1. Step 1

    Open the app's site, for example secstocksignals.com, govcontracts.money or rolerank.me, and sign in.

  2. Step 2

    Pick what to watch: a watchlist, a business type, or your résumé.

  3. Step 3

    Open the app's connect page and copy your API key and MCP address.

  4. Step 4

    Paste both into your AI assistant's connector settings, then ask a first question such as "Anything new on my watchlist today?"

  5. Step 5

    Prefer not to use an AI? Choose text or email alerts instead.

The steps are the same for PoliticalPredictions.APP, CatholicReminders.org and OpinionPulse.APP. The free trackers FedRegTracker.com, ClinicalTracker.org, LocalEventsTracker.com and Realty.Bingo have their own sites, where you choose what to watch. Each also offers an MCP connection, described on its site. Everything is free during the beta.

Open How to connect any AgentStructure app to your AI in five minutesConnect your AI

FAQ

Frequently asked questions.

Do I need an AI assistant to use these apps?

No. You can receive alerts by text or email. Connecting a personal AI such as Instinct or Muse adds the ability to ask follow-up questions.

What do I need to connect my AI?

An API key and an MCP address, both on the app's connect page after you sign in. Your AI assistant must be able to add an MCP connector.

Do the apps give advice or act for me?

No. They report information. They never give investment, medical or legal advice, and they never trade, bet or act on their own.

Does it cost anything?

The apps are free during the beta, including Premium features. Each app also has a free plan.

Is the connection the same for every app?

For the core apps, yes: sign in, pick what to watch, then paste the API key and MCP address. The free trackers have their own sites with instructions.

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