--- title: "Connect Open Science Framework and Openlayer - APIANT.ai" description: "When \"New comment\" fires in Open Science Framework, your agent runs \"Publish Record\" in Openlayer." canonical: "https://apiant.ai/connect/open-science-framework-to-openlayer" --- # Connect Open Science Framework and Openlayer When **New comment** fires in [Open Science Framework](https://apiant.ai/connections/open-science-framework), your agent runs **Publish Record** in [Openlayer](https://apiant.ai/connections/openlayer), or **New Project** in Openlayer to **Get project** in Open Science Framework. Describe the whole flow and it is built, tested on every scenario and kept running. Open Science Framework **3** triggers Open Science Framework **19** 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 Open Science Framework 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 Open Science Framework and Openlayer can do together ### From Open Science Framework to Openlayer - When **New comment** in Open Science Framework then **Publish Record** in Openlayer - When **New preprint** in Open Science Framework then **Create Project** in Openlayer ### From Openlayer to Open Science Framework - When **New Project** in Openlayer then **Get project** in Open Science Framework - When **New Test Result** in Openlayer then **Get file** in Open Science Framework 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 Open Science Framework and Openlayer ## Triggers and actions 5 triggers · 41 actions - Trigger **New comment** Polling trigger that fires when a new comment is added to an OSF project. - Trigger **New preprint** Polling trigger that fires when a new OSF preprint is created. - Trigger **New registration** Polling trigger that fires when a new OSF registration is created. - Action **Get collection** Retrieve a single OSF collection. - Action **Get contributor** Retrieve a single contributor on an OSF project. - Action **Get file** Retrieve metadata for a single OSF file. - Action **Get preprint** Retrieve a single OSF preprint. - Action **Get project** Retrieve a single OSF project by id. - Action **Get registration** Retrieve a single OSF registration. - Action **Get resource** Retrieve a single OSF outcome resource. - Action **Get user** Retrieve a single OSF user. - Action **Get wiki page** Retrieve a single OSF wiki page. - Action **List collections** List OSF collections. - Action **List comments** List comments on an OSF project. - Action **List contributors** List the contributors on an OSF project. - Action **List preprints** List OSF preprints. - Action **List project files** List the files stored in an OSF project. - Action **List projects** List OSF projects (nodes) visible to the user. - Action **List registrations** List OSF registrations. - Action **List resources** List OSF outcome resources. - Action **List users** List OSF users. - Action **List wiki pages** List the wiki pages on an OSF project. - 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 - [ **Open Science Framework** The Open Science Framework (OSF) is a repository and archive for research projects — study designs...](https://apiant.ai/connections/open-science-framework) - [ **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 Open Science Framework - [ **Open Science Framework to TrackingTime** Time Tracking app that helps to manage projects, track working times and measure productivity.](https://apiant.ai/connect/open-science-framework-to-trackingtime) - [ **Open Science Framework to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/open-science-framework-to-salesforce) - [ **Open Science Framework to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/open-science-framework-to-slack) - [ **Open Science Framework to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/open-science-framework-to-google-sheets) - [ **Open Science Framework to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/open-science-framework-to-stripe) - [ **Open Science Framework to Shopify** Shopify is a commerce platform for online stores and retail point-of-sale.](https://apiant.ai/connect/open-science-framework-to-shopify) ## 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 ## Open Science Framework and Openlayer, answered ### ### What can start an automation from Open Science Framework? Any of Open Science Framework's 3 triggers in the catalog, including New comment, New preprint and New registration. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Openlayer when something happens in Open Science Framework? 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 Open Science Framework? Yes. When something happens in Openlayer, your agent can act in Open Science Framework too. This page covers both directions: Openlayer's triggers and Open Science Framework's actions are listed here as well. ### ### Do I have to build a connector for Open Science Framework 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 Open Science Framework 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.