Integration
Connect Openlayer to Tallytopia
When something happens in Openlayer, your agent does the next thing in Tallytopia. Describe it 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 Openlayer and Tallytopia to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiAny 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)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 Openlayer can start in Tallytopia
When New Project in Openlayer
then Calculate age in Tallytopia
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 Openlayer and Tallytopia
Triggers and actions 2 triggers · 54 actions
- New Project
Triggers when a new project is created in your Openlayer workspace.
- New Test Result
Triggers when a new test result is available for a data source. Useful for alerting on passing or failing model tests.
- Create Data Source
Creates a new data source in a project for streaming production data to Openlayer.
- Create Project
Creates a new AI or ML project in your Openlayer workspace.
- Create Test
Creates a data quality test in a project. Checks for duplicate rows, null values, or row counts.
- Delete Inference Pipeline
Delete an inference pipeline by its ID.
- Delete Project
Delete a project by its ID.
- Delete Test
Delete a test by its ID.
- Evaluate Test
Evaluates a test for a specific time range. Use after publishing records to get immediate results.
- Find Data Source
Finds a data source (inference pipeline) by name in a project.
- Find Project
Finds a project by name in your Openlayer workspace.
- Find Test Result
Finds test results for a data source, including whether each test passed or failed. Filter by outcome or test type to branch an automation on the result.
- Get Inference Pipeline
Retrieve the details around a specific inference pipeline.
- Get Project
Retrieves one project by its id. Openlayer has no single-project endpoint, so this reads the workspace's first 100 projects and returns the one matching the id.
- Get Test
Retrieve a test by ID.
- Get Test Result
Retrieves one test result by its id. Openlayer has no single-result endpoint, so this reads the data source's 100 most recent results and returns the matching one.
- List Inference Pipelines
List the authenticated user's inference pipelines under a project.
- List Projects
Lists the projects in your Openlayer workspace, optionally narrowed to one kind of project. Returns up to 100 projects.
- List Test Results
List all results for a test/goal under an inference pipeline.
- List Tests
Lists the tests in a project, optionally narrowed by kind, archived state or monitoring mode. Returns up to 100 tests.
- Publish Record
Publishes an LLM inference record to a data source for monitoring. Streams the model input, output, and metadata to Openlayer.
- Update Inference Pipeline
Update an inference pipeline.
- Update Project
Update a project.
- Update Test
Update a test (partial updates allowed).
- Calculate age
Computes exact age (years/months/days) from a birth date.
- Calculate BMI
Computes Body Mass Index from height and weight.
- Calculate BMR
Computes Basal Metabolic Rate from age, sex, height, and weight.
- Calculate body fat percentage
Computes body fat percentage using the US Navy circumference method.
- Calculate break-even point
Computes the break-even unit volume/revenue from fixed costs, variable costs, and price.
- Calculate calories burned
Computes calories burned during an activity from duration, weight, and activity type.
- Calculate circle dimensions
Computes area, circumference, and diameter of a circle from a given measurement.
- Calculate compound interest
Computes compound interest growth of a principal over time.
- Calculate concrete needed
Computes cubic yards/volume of concrete needed for a slab from dimensions.
- Calculate days between dates
Computes the number of days between two given dates.
- Calculate discount
Computes the discounted price and savings from an original price and discount rate.
- Calculate fuel cost
Computes trip fuel cost from distance, fuel efficiency, and fuel price.
- Calculate ideal weight
Computes ideal body weight estimate from height and sex.
- Calculate loan repayment
Computes a loan repayment schedule/amount from principal, rate, and term.
- Calculate macros
Computes protein/carb/fat macronutrient targets from calorie goal and diet split.
- Calculate markup and margin
Computes markup percentage and profit margin from cost and selling price.
- Calculate mortgage payment
Computes a monthly mortgage payment from principal, rate, and term.
- Calculate ovulation date
Computes estimated ovulation and fertile window from cycle data.
- Calculate percentage
Computes a percentage of a value.
- Calculate percentage change
Computes the percentage increase or decrease between two values.
- Calculate pregnancy due date
Computes the estimated pregnancy due date from last menstrual period date.
- Calculate running pace
Computes pace per mile/km from distance and time.
- Calculate sales tax
Computes sales tax and total price from a base amount and tax rate.
- Calculate savings goal
Computes how much to save periodically to reach a savings target.
- Calculate square footage
Computes square footage of a room/area from its dimensions.
- Calculate TDEE
Computes Total Daily Energy Expenditure (daily calorie needs) from BMR and activity level.
- Calculate tip
Computes tip amount and per-person split from a bill total, tip percentage, and party size.
- Calculate triangle area
Computes the area of a triangle from base and height (or side lengths).
- Calculate VAT
Computes VAT-inclusive/exclusive amounts from a base value and rate.
- Get calculator
Describes one calculator's required inputs and the calculation steps it will perform, by slug.
- List calculators
Returns the full list of available Tallytopia calculators with their slugs and categories.
- Solve quadratic equation
Solves a quadratic equation's roots from its a/b/c coefficients.
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
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Questions
Openlayer and Tallytopia, answered
What can start an automation from Openlayer?
Any of Openlayer's 2 triggers in the catalog, including New Project and New Test Result. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Tallytopia when something happens in Openlayer?
Any of Tallytopia's 32 actions, including Calculate age, Calculate BMI, Calculate BMR and Calculate body fat percentage. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Tallytopia to Openlayer?
Tallytopia has no triggers in the catalog today, so automations start in Openlayer. If you need the other direction, ask: your agent reads Tallytopia's API documentation and adds it.
Do I have to build a connector for Openlayer or Tallytopia?
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.
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.