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Open-source assistants and MCP: connecting your own setup to AgentStructure apps

If you run your own open-source assistant, you can still get live alerts. Here is how MCP connections work across several AgentStructure apps, and what the alerts look like.

AgentStructure.AI5 min read

Works with

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant
If you run your own AI assistant, an MCP connection can feed it live alerts on filings, contracts, jobs and polls.
O
Example alert. Names and numbers are illustrative.

Key takeaways

The short version.

  • Many people who run their own assistant have no live data feed, so it can only answer from what it already knows.
  • Several AgentStructure apps give you an API key and an MCP address on their connect page, so your assistant can ask for fresh information.
  • You can also get alerts by text or email, or through your favorite AI, so you are not tied to one setup.
  • The apps report only. They never give advice, place bets or trade for you.

Who it is for

Why does my own assistant not know what happened this morning?

  • Here is the problem.

  • Checking each source by hand does not fix that.

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

Here is the problem. You set up an open-source assistant the way you like it, on your own machine or your own server. It is private and it is yours. But it only knows what it was trained on, plus whatever you paste in. Ask it about a filing from an hour ago, a contract that opened today or a poll released this morning, and it has nothing to go on.

Checking each source by hand does not fix that. You end up opening a dozen sites, and you still miss things that matter to you.

AgentStructure is the real-time intelligence layer personal AIs plug into. Each app watches its own source, and your assistant connects through MCP, a standard way for an assistant to call outside tools. The apps are free during the beta.

This article is for people who run their own setup and want it to know what is happening now. If your assistant can add an MCP connector, the steps below apply. If it cannot, you can still get the same alerts by text or email.

Use cases

4 ways people use Open-source assistants and MCP: connecting your own setup.

  1. SEC filing alert

    1. A filing lands on a company you hold

    The situation: you follow a handful of companies and cannot read every filing. With SECstocksignals.com, you pick a watchlist and your assistant is told when a breaking SEC filing hits one of those companies.

    The alert says what changed and what it could mean for your holding, with a link to the original. You then read the source and decide for yourself. The app reports; it does not give investment advice.

  2. Contract match

    2. A contract opens that fits your business

    The situation: you run a small firm and want government work, but solicitations come and go quickly. With GovContracts.Money, you set a watch, for example construction in Virginia, and new matching opportunities are texted to you as they appear.

    The alert gives the deadline and the official SAM.gov link. Your next step is to open the solicitation and decide whether to bid. On the free plan you get unlimited searches and 1 watch.

  3. Opinion shift

    3. A poll moves before the markets do

    The situation: you follow a topic and want to know when opinion actually changes, not just when one headline appears. With OpinionPulse.APP, you name a topic and it joins recent public poll headlines with overlapping Polymarket and Kalshi prices and an X volume label.

    When a shift shows up, the alert comes with every source attached. You check the sources and form your own view. It is data, not advice, a trade or a vote call. Alerts on a topic you follow are a premium feature, which is free during the beta.

  4. Job match

    4. A new job posts that fits your résumé

    The situation: you are job hunting and do not want to refresh listings all day. RoleRank.me compares new openings with your résumé and experience and texts you the most relevant ones as they are posted.

    Your assistant can then explain why a role fits and what it may be missing, and you apply from the link. New matching jobs sent to you are a premium feature, free during the beta.

On your phone

What the alerts look like.

SEC filing

Figure 1

For example, a filing alert from SECstocksignals.com on a watched company.
Contract

Figure 2

For example, a contract alert from GovContracts.Money.
Opinion shift

Figure 3

For example, a shift alert from OpinionPulse.APP.

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

How to

How do I connect my own assistant?

  1. Step 1

    Open the app's site, for example [SECstocksignals.com](https://secstocksignals.com), [GovContracts.Money](https://govcontracts.money) or [OpinionPulse.APP](https://opinionpulse.app), and sign in.

  2. Step 2

    Pick what to watch: a watchlist, a topic, a search or your résumé.

  3. Step 3

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

  4. Step 4

    Add them as an MCP connector in your assistant. Personal AIs such as Instinct or Muse are a natural fit.

  5. Step 5

    If your assistant cannot add a connector, choose text or email alerts instead.

FedRegTracker.com, ClinicalTracker.org, LocalEventsTracker.com and Realty.Bingo are free trackers with their own sites. Each offers an MCP connection described on its own site.

Open Open-source assistants and MCP: connecting your own setupConnect your AI

FAQ

Frequently asked questions.

Does this work with any open-source assistant?

It works with any assistant that can add an MCP connector using an API key and an address. If yours cannot, text and email alerts still work.

Do I have to use an AI to get alerts?

No. You can get alerts by text, by email or through your favorite AI.

Will the apps trade or act for me?

No. They report information only. They never place bets, trade, touch your wallet or give investment, medical or legal advice.

What does it cost?

The apps are free during the beta, including the premium features.

Which apps need a sign-in and a connect page?

SECstocksignals.com, GovContracts.Money, RoleRank.me, OpinionPulse.APP, PoliticalPredictions.APP and CatholicReminders.org share that flow. The smaller trackers describe their MCP setup on their own sites.

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