--- title: "Connect Openlayer and Parseur - APIANT.ai" description: "When \"New Project\" fires in Openlayer, your agent runs \"Create Document\" in Parseur." canonical: "https://apiant.ai/connect/openlayer-to-parseur" --- # Connect Openlayer and Parseur When **New Project** fires in [Openlayer](https://apiant.ai/connections/openlayer), your agent runs **Create Document** in [Parseur](https://apiant.ai/connections/parseur), or **New Document Export Failed** in Parseur to **Publish Record** in Openlayer. Describe the whole flow and it is built, tested on every scenario and kept running. Openlayer **2** triggers Openlayer **22** actions Parseur **6** triggers Parseur **10** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Openlayer and Parseur 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 Openlayer and Parseur can do together ### From Openlayer to Parseur - When **New Project** in Openlayer then **Create Document** in Parseur - When **New Test Result** in Openlayer then **Create Document From File** in Parseur ### From Parseur to Openlayer - When **New Document Export Failed** in Parseur then **Publish Record** in Openlayer - When **New Document Not Processed** in Parseur then **Create Project** in Openlayer 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 Parseur ## Triggers and actions 8 triggers · 32 actions - 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). - Trigger **New Document Export Failed** Triggered when Parseur fails to export a document to its destination. - Trigger **New Document Not Processed** Triggered when Parseur receives a document it cannot extract data from, so you can follow it up. - Trigger **New Document Processed** Triggered when Parseur finishes extracting data from a document, with the extracted fields. - Trigger **New Document Processed (With List Items)** Triggered when Parseur finishes extracting data from a document, including any table or list fields it found (line items, rows). - Trigger **New Mailbox** Triggers when a new mailbox is created in your Parseur account. Returns the mailbox's name, email prefix, AI engine and document counts. - Trigger **New Table Field Processed** Triggers once for every row of a table or list field when Parseur finishes processing a document. Returns the row's values along with the document and mailbox it came from. - Action **Create Document** Sends text or HTML content to a Parseur mailbox as a new document, so Parseur can extract its data. Returns the new document's ID. - Action **Create Document From File** Uploads a file (PDF, DOCX, image and so on) to a Parseur mailbox as a new document, so Parseur can extract its data. Returns the new document's ID. - Action **Delete Document** Deletes a document from Parseur by its ID. - Action **Delete Mailbox** Deletes a Parseur mailbox and everything in it. This cannot be undone. - Action **Get Document** Returns one document from Parseur by its ID, including its processing status and the data Parseur extracted from it. - Action **Get Mailbox** Returns one Parseur mailbox by its ID, with its email address, document counts and settings. - Action **List Documents** Returns the documents in Parseur, optionally narrowed to one mailbox or one processing status. - Action **List Mailboxes** Returns the mailboxes in your Parseur account, with the email address to send documents to and how many documents each holds. - Action **Reprocess Document** Sends an existing document back through parsing, for example after you update its template. Returns the document's ID, name and processing status. - Action **Update Mailbox** Updates a Parseur mailbox's settings. Only the values you supply are changed — anything you leave blank keeps its current setting. ## Each app on its own - [ **Openlayer** Openlayer is a platform for monitoring, evaluating, and testing AI and ML models in production.](https://apiant.ai/connections/openlayer) - [ **Parseur** Send documents such as emails, PDFs and spreadsheets to your custom Parseur mailbox and extract any data.](https://apiant.ai/connections/parseur) Reviews ## What our customers say ## More from Openlayer - [ **Openlayer to Astroworld** Astroworld serves reference data about the game Minecraft.](https://apiant.ai/connect/openlayer-to-astroworld) - [ **Openlayer to Byabbe** Seach histories from wikipedia for a particular day](https://apiant.ai/connect/openlayer-to-byabbe) - [ **Openlayer to Cliniko** Cliniko is a practice management platform — manage patients, appointments, invoices, contacts, and...](https://apiant.ai/connect/openlayer-to-cliniko) - [ **Openlayer to Enrich CRM** Enrich CRM helps you perform real-time contact and company enrichment.](https://apiant.ai/connect/openlayer-to-enrich-crm) - [ **Openlayer to Evervault** Evervault provides secure encryption infrastructure for developers.](https://apiant.ai/connect/openlayer-to-evervault) - [ **Openlayer to Postman** Postman is a platform for building and testing APIs.](https://apiant.ai/connect/openlayer-to-postman) ## More into Parseur - [ **HubSpot to Parseur** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-parseur) - [ **Google Sheets to Parseur** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-parseur) - [ **Gmail to Parseur** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-parseur) - [ **Google Calendar to Parseur** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-parseur) - [ **Google Drive to Parseur** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/google-drive-to-parseur) - [ **Mailchimp to Parseur** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/mailchimp-to-parseur) Questions ## Openlayer and Parseur, 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 Parseur when something happens in Openlayer? Any of Parseur's 10 actions, including Create Document, Create Document From File, Update Mailbox and Get Document. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Parseur to Openlayer? Yes. When something happens in Parseur, your agent can act in Openlayer too. This page covers both directions: Parseur's triggers and Openlayer's actions are listed here as well. ### ### Do I have to build a connector for Openlayer or Parseur? 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 Openlayer and Parseur 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.