BlogWhat 'beta' means for AgentStructure apps
What 'beta' means for AgentStructure apps
Every AgentStructure app is in beta, and Premium is free while it lasts. Here is what that means for you, what you can count on, and how to try the apps without guessing what you are getting.
AgentStructure.AI4 min read
Works with
- Muse.ai
- Instinct
- Grok
- Claude
- ChatGPT
- Any MCP-capable assistant
Key takeaways
The short version.
- During the beta, the Premium features of the AgentStructure apps are free, so you can try them fully.
- Each app has a free plan that works anytime, plus Premium features that open up during the beta.
- Alerts reach you by text, by email, or through your favorite AI, such as a personal AI like Instinct or Muse.
- Every app reports information only. It never trades, bets, applies or gives advice for you.
- Setup is the same everywhere: sign in, pick what to watch, then connect your AI with the API key and MCP address.
Who it is for
Is it risky to try an app that says it is still in beta?
Many people hear the word beta and hesitate.
That is the problem the AgentStructure apps are built to solve.
This article explains plainly what beta means here, so you can decide how to try the apps with clear expectations.
Many people hear the word beta and hesitate. Will it work? Will it change? Will a free trial turn into a surprise? Meanwhile the information you care about keeps moving: a filing lands, a job is posted, a contract deadline gets closer, and you find out late.
That is the problem the AgentStructure apps are built to solve. They watch a narrow slice of public information around the clock and tell you when something matters to you, so you do not have to keep checking. AgentStructure is the real-time intelligence layer personal AIs plug into, and each app is one focused source.
This article explains plainly what beta means here, so you can decide how to try the apps with clear expectations.
Use cases
4 ways people use What 'beta' means for AgentStructure apps.
- Premium, free nowPremium, free now
1. You want to see Premium features before deciding they matter
Take GovContracts.Money. The free plan gives you unlimited contract searches and 1 watch. Premium adds up to 10 watches, checked as often as you like. During the beta, Premium is free, so a small business can watch several niches at once, for example janitorial work in Virginia and construction elsewhere.
When a match appears, the alert tells you the opportunity, the deadline and the official SAM.gov link. Your next step is to open the link and decide whether to bid. Nothing is submitted for you.
- Alerts come to youAlerts come to you
2. You need alerts, not another site to check
RoleRank.me compares new openings with your résumé. Ranking jobs whenever you ask is on the free plan. Premium adds bulk ranking and new matching jobs sent to you, and that is free during the beta.
So instead of searching every morning, a text can tell you a new role fits, why it fits and what it may be missing. Your next step is to read the posting and apply yourself if it is right.
- Shift alertsShift alerts
3. You follow a topic and want to know when it shifts
OpinionPulse.APP joins public poll headlines with overlapping Polymarket and Kalshi prices and an X volume label. Asking about any topic is on the free plan. Alerts when opinion on a topic you follow shifts are a Premium feature, free during the beta.
When a new poll lands and the markets have not caught up, you get the poll, the prices and the sources. It is data, not advice, a trade or a vote call, so you decide what to make of it.
- Free trackersFree trackers
4. You prefer a simple free tracker with no setup
Some apps are free trackers with their own sites: FedRegTracker.com for Federal Register rules and notices, ClinicalTracker.org for clinical trial changes (information only, not medical advice), LocalEventsTracker.com for a daily event digest and Realty.Bingo for listing and price-change emails. Each also offers an MCP connection for AI assistants, described on its own site.
On your phone
What the alerts look like.
Figure 1
Figure 2
Figure 3
Example alerts. Every name, number and event shown is illustrative.
How to
How do I try an AgentStructure app during the beta?
Step 1
Open the app's site, for example govcontracts.money, rolerank.me or opinionpulse.app, and sign in.
Step 2
Pick what to watch: a contract niche, your résumé, or a topic.
Step 3
Choose how to hear: text, email, or your favorite AI.
Step 4
To use an AI, copy the API key and MCP address from the app's connect page into your assistant, such as a personal AI like Instinct or Muse.
The apps report information only. They never trade, bet, apply or act for you, and they do not give investment, medical or legal advice.
FAQ
Frequently asked questions.
What does beta mean for these apps?
The apps are live and usable, and Premium features are free while the beta runs. Features may keep being added as new premium tools open.
Is there a free plan too?
Yes. Each app has a free plan, such as unlimited contract searches on GovContracts.Money or ranking jobs on request in RoleRank.me.
Do the apps act for me?
No. They report. PoliticalPredictions.APP never places bets or touches your wallet, and no app trades or applies for you.
Do I need an AI assistant?
No. You can receive alerts by text or email, or connect your favorite AI with the API key and MCP address from the app's connect page.
Which apps are fully free trackers?
FedRegTracker.com, ClinicalTracker.org, LocalEventsTracker.com and Realty.Bingo are free trackers with their own sites.
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