# Connect Google Cloud Logging to Roboflow When **New Log Entry Matching Filter** fires in [Google Cloud Logging](https://apiant.ai/connections/google-cloud-logging), 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. Google Cloud Logging **1** trigger Google Cloud Logging **3** actions 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 Google Cloud Logging and Roboflow to do together? Give your AI client this address. `https://mcp.apiant.ai` 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 Google Cloud Logging can start in Roboflow - When **New Log Entry Matching Filter** in Google Cloud Logging then **List Projects** in Roboflow - When **New Log Entry Matching Filter** in Google Cloud Logging 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 Google Cloud Logging and Roboflow ## Triggers and actions 1 trigger ยท 12 actions - Trigger **New Log Entry Matching Filter** Triggers when a new log entry matching a Cloud Logging filter is written to a project. - Action **List Log Entries** Returns log entries from a project that match a Cloud Logging filter, newest first. - Action **List Logs** Returns the names of the logs in a project that have entries. - Action **Write Log Entry** Writes a log entry to a Cloud Logging log in a project. - 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 - [ **Google Cloud Logging** Managed service for storing, searching and analyzing log data from Google Cloud and other sources.](https://apiant.ai/connections/google-cloud-logging) - [ **Roboflow** Roboflow is an end to end suite of computer vision tools.](https://apiant.ai/connections/roboflow) Reviews ## What our customers say ## More from Google Cloud Logging - [ **Google Cloud Logging to Brazil CNPJ** Query Brazilian companies by CNPJ with full Receita Federal registry data, no key required](https://apiant.ai/connect/google-cloud-logging-to-brazil-cnpj) - [ **Google Cloud Logging to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/google-cloud-logging-to-hubspot) - [ **Google Cloud Logging to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/google-cloud-logging-to-salesforce) - [ **Google Cloud Logging to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/google-cloud-logging-to-slack) - [ **Google Cloud Logging to Google Sheets** Google Sheets](https://apiant.ai/connect/google-cloud-logging-to-google-sheets) - [ **Google Cloud Logging to Google Drive** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/google-cloud-logging-to-google-drive) ## 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) - [ **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) - [ **Google Sheets to Roboflow** Google Sheets](https://apiant.ai/connect/google-sheets-to-roboflow) Questions ## Google Cloud Logging and Roboflow, answered ### ### What can start an automation from Google Cloud Logging? Any of Google Cloud Logging's 1 trigger in the catalog, including New Log Entry Matching Filter. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Roboflow when something happens in Google Cloud Logging? 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 Google Cloud Logging? Roboflow has no triggers in the catalog today, so automations start in Google Cloud Logging. 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 Google Cloud Logging 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. ### ### 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.