Integration
Connect GitHub and Openlayer
When New Branch fires in GitHub, your agent runs Publish Record in Openlayer, or New Project in Openlayer to Add Labels to Issue in GitHub. 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 GitHub and Openlayer 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 GitHub and Openlayer can do together
From GitHub to Openlayer
When New Branch in GitHub
then Publish Record in Openlayer
From Openlayer to GitHub
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 GitHub and Openlayer
Triggers and actions 17 triggers · 41 actions
- Issue Closed
Triggers when an issue in a repository is closed.
- New Branch
Triggers when a new branch is created in a GitHub repository.
- New Collaborator
Triggers when a new collaborator is added to a GitHub repository.
- New Commit
Triggers when a new commit is pushed to a GitHub repository's default branch.
- New Commit Comment
Triggers when someone comments on a commit in a repository.
- New Gist
Triggers when you create a new gist on GitHub.
- New Global Event
Triggers when a new public event happens anywhere on GitHub, such as a push, fork, or new issue.
- New Issue
Triggers when a new issue is created in a repository.
- New Label
Triggers when a new label is added to a GitHub repository.
- New Milestone
Triggers when a new milestone is created in a repository.
- New Pull Request
Triggers when a new pull request is opened in a repository.
- New Release
Triggers when a new release is published in a GitHub repository.
- New Repo Event
Triggers when new activity (pushes, issues, pull requests, releases and more) happens in a GitHub repository.
- New Repository
Triggers when a new public repository appears under a GitHub user or organization.
- New Watcher
Triggers when someone starts watching a repository.
- Add Labels to Issue
Adds labels to an issue or pull request in a GitHub repository, keeping its existing labels.
- Check Organization Membership
Checks whether a GitHub user is a member of an organization and returns true or false.
- Create Branch
Creates a new branch in a repository, starting from the commit you choose.
- Create Comment
Adds a comment to an issue or pull request in a GitHub repository.
- Create Gist
Creates a new gist with one file on the connected GitHub account.
- Create Issue
Creates a new issue in a GitHub repository.
- Create or Update File
Creates a new file in a repository, or replaces an existing file's contents, as a commit.
- Create Pull Request
Opens a pull request asking to merge one branch into another.
- Delete Branch
Deletes a branch from a repository. Any open pull request from that branch is closed.
- Find Branch
Finds a branch in a GitHub repository by name and returns its latest commit and protection status.
- Find Issue
Finds an issue in a GitHub repository by its number and returns its title, body, state, author and labels.
- Find Organization
Finds a GitHub organization by its login and returns its profile details.
- Find Pull Request
Finds a pull request in a GitHub repository by its number and returns its title, state, branches and merge status.
- Find Repository
Returns a GitHub repository by its owner and name, including its description, visibility, default branch and counts.
- Find User
Finds a GitHub user by username and returns their public profile.
- Get File Contents
Returns a file from a GitHub repository, with its base64-encoded content, at the default branch or a chosen branch, tag or commit.
- Submit Review
Submits a review on a pull request: approve it, request changes, or leave a review comment.
- Update Issue
Updates an existing issue in a GitHub repository, such as its title, text, state, labels or assignees.
- Update Pull Request
Changes a pull request's title, description, target branch, or open/closed state.
- 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).
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
GitHub and Openlayer, answered
What can start an automation from GitHub?
Any of GitHub's 15 triggers in the catalog, including New Branch, New Collaborator, New Commit and New Commit Comment. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Openlayer when something happens in GitHub?
Any of Openlayer's 22 actions, including Create Data Source, Create Project, Create Test and Update Inference Pipeline. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Openlayer to GitHub?
Yes. When something happens in Openlayer, your agent can act in GitHub too. This page covers both directions: Openlayer's triggers and GitHub's actions are listed here as well.
Do I have to build a connector for GitHub or Openlayer?
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.