Integration
Connect Small Improvements to College ROI
When New Goal fires in Small Improvements, your agent runs Find best-value colleges by state in College ROI. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Small Improvements and College ROI to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Grok
Open grok.com/connectors, choose New Connector, then Custom, and paste the address. Grok signs you in in your browser.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Example flows
What Small Improvements can start in College ROI
When New Goal in Small Improvements
then Find best-value colleges by state in College ROI
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Small Improvements and College ROI
Triggers and actions 4 triggers · 15 actions
- Anytime Feedback
Triggers when you receive new Anytime Feedback.
- New Goal
Triggers when anyone in the company creates a new public goal.
- New Meeting Action Item
Triggers when a new action item is created in your meetings.
- New Praise
Triggers when new praise is given.
- Add 1:1 Action Item
Adds an action item to a 1:1 meeting.
- Add 1:1 Talking Point
Adds a talking point to a 1:1 meeting.
- Add Reviewee to Feedback Cycle
Adds one or more people as reviewees to a feedback cycle by creating their feedback requests.
- Find Person
Finds a person by email address.
- Find Praise
Finds public praise a person received in a date range.
- Find Review Content
Returns a person's performance reviews: cycles, review text and ratings.
- Find best-value colleges by state
Find the best-value colleges at resident pricing for one state.
- Get college
Get one gated college by slug.
- Get major
Get one major category or subfield by slug.
- List best-value colleges by state
List each state's best-value colleges at resident pricing, top 15 per state.
- List colleges
List the gated four-year colleges with 30-year NPV, cost, earnings, and break-even age.
- List majors
List all major categories and CIP subfields with lifetime-ROI stats.
- List out-of-state tuition penalty rankings
List public four-year colleges ranked by out-of-state tuition penalty, worst-first.
- List top 50 out-of-state tuition penalties
List the 50 worst out-of-state tuition penalties, a slim slice of the full ranking.
- List worst ROI majors
List the 19 major categories ranked by lifetime ROI, worst-first.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
Small Improvements and College ROI, answered
What can start an automation from Small Improvements?
Any of Small Improvements's 4 triggers in the catalog, including New Goal, New Meeting Action Item, New Praise and Anytime Feedback. Describe the moment in plain language and your agent picks the right one.
What can your agent do in College ROI when something happens in Small Improvements?
Any of College ROI's 9 actions, including Find best-value colleges by state, Get college, Get major and List best-value colleges by state. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from College ROI to Small Improvements?
College ROI has no triggers in the catalog today, so automations start in Small Improvements. If you need the other direction, ask: your agent reads College ROI's API documentation and adds it.
Do I have to build a connector for Small Improvements or College ROI?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
Can my AI client use Small Improvements and College ROI without building an automation?
Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.