--- title: "Connect Felt to Roboflow - APIANT.ai" description: "When \"New or updated map\" fires in Felt, your agent runs \"List Projects\" in Roboflow." canonical: "https://apiant.ai/connect/felt-to-roboflow" --- # Connect Felt to Roboflow When **New or updated map** fires in [Felt](https://apiant.ai/connections/felt), your agent runs **List Projects** in [Roboflow](https://apiant.ai/connections/roboflow). Describe the whole flow and it is built, tested on every scenario and kept running. Felt **1** trigger Roboflow **9** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Felt and Roboflow 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 Felt can start in Roboflow - When **New or updated map** in Felt then **List Projects** in Roboflow - When **New or updated map** in Felt then **Add Image** in Roboflow 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 Felt and Roboflow ## Triggers and actions 1 trigger ยท 9 actions - Trigger **New or updated map** Fires when a map is created or edited (annotations drawn/edited, layers updated, comments added/resolved). Delivered via Felt's map:update webhook, attached per-map and created in Felt workspace settings UI (no REST endpoint to register it); verify the felt-signature HMAC header. See /rest-api/listening-to-updates-using-webhooks. - Action **Add Image** Adds an image hosted at a public URL to a Roboflow project's dataset. - Action **CLIP Similarity** Scores how similar an image or text is to each of a list of text or image prompts, using OpenAI's CLIP model on Roboflow's hosted inference. - Action **Delete Image** Removes one or more images from a Roboflow project (dataset). - Action **Get Image** Get a single image's metadata by id. - Action **Infer Classification** Runs a trained Roboflow classification model on an image at a public web address and returns the predicted classes with their confidence scores. - Action **Infer Instance Segmentation** Runs a trained Roboflow instance segmentation model on an image at a public URL and returns each detected object with its class, confidence, bounding box and mask outline. - Action **Infer Object Detection** Runs a trained Roboflow object detection model on an image at a public URL and returns every object found, with its class, confidence and bounding box. - Action **List Images** Lists the images in a Roboflow project, optionally filtered by tag, class, batch or annotation job, or ranked by similarity to a text prompt or another image. - Action **List Projects** Lists all projects in a Roboflow workspace. ## Each app on its own - [ **Felt** Cloud-based GIS platform for creating interactive maps and dashboards from geospatial and database data.](https://apiant.ai/connections/felt) - [ **Roboflow** Roboflow is an end to end suite of computer vision tools.](https://apiant.ai/connections/roboflow) Reviews ## What our customers say ## More from Felt - [ **Felt to capture** capture is a service that is your AI's long-term memory.](https://apiant.ai/connect/felt-to-capture) - [ **Felt to Mapbox** Mapping and geolocation platform offering interactive maps, geocoding, routing, and navigation APIs.](https://apiant.ai/connect/felt-to-mapbox) - [ **Felt to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/felt-to-hubspot) - [ **Felt to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/felt-to-salesforce) - [ **Felt to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/felt-to-slack) - [ **Felt to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/felt-to-google-sheets) ## More into Roboflow - [ **Notion to Roboflow** A new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team.](https://apiant.ai/connect/notion-to-roboflow) - [ **Buy Me a Coffee to Roboflow** A free, fast, and beautiful way to fund your creativity.](https://apiant.ai/connect/buy-me-a-coffee-to-roboflow) - [ **Glimpse to Roboflow** Glimpse is a competitive intelligence platform that monitors competitors across pricing changes, job...](https://apiant.ai/connect/glimpse-to-roboflow) - [ **HubSpot to Roboflow** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-roboflow) - [ **Salesforce to Roboflow** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-roboflow) - [ **Slack to Roboflow** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-roboflow) Questions ## Felt and Roboflow, answered ### ### What can start an automation from Felt? Any of Felt's 1 trigger in the catalog, including New or updated map. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Roboflow when something happens in Felt? Any of Roboflow's 9 actions, including Add Image, CLIP Similarity, Get Image and Infer Classification. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Roboflow to Felt? Roboflow has no triggers in the catalog today, so automations start in Felt. If you need the other direction, ask: your agent reads Roboflow's API documentation and adds it. ### ### Do I have to build a connector for Felt or Roboflow? 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 Felt and Roboflow without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in Roboflow 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.