--- title: "Connect BugHerd and Openlayer - APIANT.ai" description: "When \"Comment Created\" fires in BugHerd, your agent runs \"Publish Record\" in Openlayer, or \"New Project\" in Openlayer to \"Create a Project\" in BugHerd." canonical: "https://apiant.ai/connect/bugherd-to-openlayer" --- # Connect BugHerd and Openlayer When **Comment Created** fires in [BugHerd](https://apiant.ai/connections/bugherd), your agent runs **Publish Record** in [Openlayer](https://apiant.ai/connections/openlayer), or **New Project** in Openlayer to **Create a Project** in BugHerd. Describe the whole flow and it is built, tested on every scenario and kept running. BugHerd **4** triggers BugHerd **16** actions Openlayer **2** triggers Openlayer **22** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want BugHerd and Openlayer to do together? Give your AI client this address. `https://mcp.apiant.ai` One 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.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### 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)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) Example flows ## What BugHerd and Openlayer can do together ### From BugHerd to Openlayer - When **Comment Created** in BugHerd then **Publish Record** in Openlayer - When **Project Created** in BugHerd then **Create Project** in Openlayer ### From Openlayer to BugHerd - When **New Project** in Openlayer then **Create a Project** in BugHerd - When **New Test Result** in Openlayer then **Add a Comment to a Task** in BugHerd 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 BugHerd and Openlayer ## Triggers and actions 6 triggers · 38 actions - Trigger **Comment Created** Triggers when a comment is created - Trigger **Project Created** Triggers when a project is created. - Trigger **Task Created** Triggers only when a task is created - Trigger **Task Created or Updated** Triggers when a task is created or updated. - Action **Add a Comment to a Task** Adds a Comment to a Task - Action **Add an Attachment to a Task** Adds an Attachment to a Task - Action **Create a New Task** Creates a New Task. - Action **Create a Project** Creates a Project. - Action **Delete Attachment** Permanently deletes an attachment from a BugHerd task. - Action **Delete Project** Permanently deletes a BugHerd project and all of its associated data. - Action **Delete Task** Delete a task from a project. - Action **Find Task by External Id** Returns the tasks in a BugHerd project whose external ID matches the one you supply. - Action **Get Project** Retrieve a single project by id. - Action **Get Task** Returns full details for a single task within a BugHerd project. - Action **List Attachments** Return all attachments on a task. - Action **List Comments** Returns all comments on a BugHerd task. - Action **List Projects** Lists all projects in your BugHerd organization, including both active and inactive projects. - Action **List Tasks** Return all tasks in a project. - Action **Update a Task** Updates one or more fields on an existing BugHerd task. Only the fields you fill in are changed. - Action **Update Project** Updates a BugHerd project's settings. Only the fields you fill in are changed. - Trigger **New Project** Triggers when a new project is created in your Openlayer workspace. - Trigger **New Test Result** Triggers when a new test result is available for a data source. Useful for alerting on passing or failing model tests. - Action **Create Data Source** Creates a new data source in a project for streaming production data to Openlayer. - Action **Create Project** Creates a new AI or ML project in your Openlayer workspace. - Action **Create Test** Creates a data quality test in a project. Checks for duplicate rows, null values, or row counts. - Action **Delete Inference Pipeline** Delete an inference pipeline by its ID. - Action **Delete Project** Delete a project by its ID. - Action **Delete Test** Delete a test by its ID. - Action **Evaluate Test** Evaluates a test for a specific time range. Use after publishing records to get immediate results. - Action **Find Data Source** Finds a data source (inference pipeline) by name in a project. - Action **Find Project** Finds a project by name in your Openlayer workspace. - Action **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. - Action **Get Inference Pipeline** Retrieve the details around a specific inference pipeline. - Action **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. - Action **Get Test** Retrieve a test by ID. - Action **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. - Action **List Inference Pipelines** List the authenticated user's inference pipelines under a project. - Action **List Projects** Lists the projects in your Openlayer workspace, optionally narrowed to one kind of project. Returns up to 100 projects. - Action **List Test Results** List all results for a test/goal under an inference pipeline. - Action **List Tests** Lists the tests in a project, optionally narrowed by kind, archived state or monitoring mode. Returns up to 100 tests. - Action **Publish Record** Publishes an LLM inference record to a data source for monitoring. Streams the model input, output, and metadata to Openlayer. - Action **Update Inference Pipeline** Update an inference pipeline. - Action **Update Project** Update a project. - Action **Update Test** Update a test (partial updates allowed). ## Each app on its own - [ **BugHerd** A visual feedback tool for websites. It's like using sticky-notes to pin client feedback and track bugs...](https://apiant.ai/connections/bugherd) - [ **Openlayer** Openlayer is a platform for monitoring, evaluating, and testing AI and ML models in production.](https://apiant.ai/connections/openlayer) Reviews ## What our customers say ## More from BugHerd - [ **BugHerd to OpenQR** Dynamic QR code generator and management platform with a REST API for creating, customizing, and tracking QR...](https://apiant.ai/connect/bugherd-to-openqr) - [ **BugHerd to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/bugherd-to-hubspot) - [ **BugHerd to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/bugherd-to-salesforce) - [ **BugHerd to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/bugherd-to-slack) - [ **BugHerd to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/bugherd-to-google-sheets) - [ **BugHerd to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/bugherd-to-gmail) ## More into Openlayer - [ **Airtable to Openlayer** Organize anything with Airtable, a modern database created for everyone.](https://apiant.ai/connect/airtable-to-openlayer) - [ **Google Sheets to Openlayer** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-openlayer) - [ **Gmail to Openlayer** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-openlayer) - [ **Google Calendar to Openlayer** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-openlayer) - [ **Google Drive to Openlayer** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/google-drive-to-openlayer) - [ **Mailchimp to Openlayer** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/mailchimp-to-openlayer) Questions ## BugHerd and Openlayer, answered ### ### What can start an automation from BugHerd? Any of BugHerd's 4 triggers in the catalog, including Comment Created, Project Created, Task Created and Task Created or Updated. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Openlayer when something happens in BugHerd? 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 BugHerd? Yes. When something happens in Openlayer, your agent can act in BugHerd too. This page covers both directions: Openlayer's triggers and BugHerd's actions are listed here as well. ### ### Do I have to build a connector for BugHerd 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. ### ### Can my AI client use BugHerd and Openlayer 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.