What Codex can do with Roboflow
Ask your agent in plain language. Each of these maps to a real tool on the server.
- Ask Codex to use the list models tool in Roboflow
- Ask Codex to use the list annotation jobs tool in Roboflow
- Ask Codex to use the upload annotation tool in Roboflow
- Ask Codex to use the run inference tool in Roboflow
- Ask Codex to use the create annotation job tool in Roboflow
Add the Roboflow MCP server to Codex
Run these once. Afterwards, everyone you give access to signs in the same way.
1. Enable Roboflow in Metorial
In your Metorial portal, enable the Roboflow MCP server and sign in with the account that owns the data. Access stays governed by your team policies.
2. Add the server and sign in
The Codex CLI, IDE extension and ChatGPT desktop app share this config.
codex mcp add metorial --url <your-magic-mcp-url>codex mcp login metorial3. Check the connection
Type /mcp in Codex to see Metorial and its Roboflow tools.
Give your team Roboflow in Codex
Once Roboflow is enabled in Metorial, teammates sign in with SSO and get the same connection in Codex, with only the tools their role allows.
One link covers every app you approve. See how the MCP gateway handles access, roles and audit logs for the whole company.
Roboflow tools available in Codex
Full descriptions and inputs are on the Roboflow MCP server page.
- List Annotation Jobs: List all annotation jobs for a project.
- Upload Annotation: Upload an annotation file for a specific image in a project.
- Run Inference: Run predictions on an image using a trained model deployed on the Roboflow hosted inference API.
- Create Annotation Job: Create a new annotation job for a project.
- Get Project: Get detailed information about a specific Roboflow project, including its dataset versions, annotation classes, image splits, and training status.
- Train Model: Start training a model on a specific dataset version using Roboflow Train.
- List Projects: List all projects in a Roboflow workspace.
- Export Dataset: Export a dataset version as a downloadable ZIP in a specified annotation format.
- Get Image: Get detailed information about a specific image in a project, including its annotations, labels, tags, split assignment, and URLs for the original and thumbnail versions.
- Delete Images: Delete one or more images from a Roboflow project.
- Create Project: Create a new computer vision project in the workspace.
- Create Version: Generate a new versioned snapshot of a project's dataset with optional preprocessing and augmentation settings.
- Search Images: Search for images within a project using text prompts, visual similarity to an existing image, or by filtering on tags, classes, and batch assignments.
- Upload Image: Upload an image to a Roboflow project.
- Get Version: Get detailed information about a specific dataset version, including preprocessing and augmentation settings, training results (mAP, precision, recall), and model endpoint details.
- And 6 more on the Roboflow MCP server page.
Using Roboflow tools in Codex
What to expect once Roboflow is connected.
- Limit which Roboflow tools Codex sees with enabled_tools and disabled_tools on the metorial server in config.toml.
- Set default_tools_approval_mode to auto, prompt, writes or approve. writes prompts only for tools that are not marked read-only.
- Type /mcp in the composer to see the connected servers.
- Override the approval behavior for a single Roboflow tool with tools.<tool>.approval_mode.
Troubleshooting Codex
- Metorial is listed but tools are missing
- Codex can connect without credentials and then see nothing. Run codex mcp login metorial to complete the OAuth sign-in.
- Metorial times out at startup
- Codex waits 10 seconds by default. Raise startup_timeout_sec under [mcp_servers.metorial] in ~/.codex/config.toml.
- Long tool calls fail after a minute
- The default tool timeout is 60 seconds. Raise tool_timeout_sec for the metorial server in config.toml.
Based on the Codex MCP documentation.
Frequently asked questions
Common questions about connecting Roboflow to AI agents with Metorial.
Does Codex support the Roboflow MCP server?
Yes. Codex connects to the Roboflow MCP server through one CLI command, pointed at your Metorial URL. You need the Codex CLI, IDE extension or ChatGPT desktop app.Do I need an API key to connect Roboflow to Codex?
No. You sign in to Roboflow once through Metorial, and Codex uses that connection. No API keys go into Codex's settings.Which Roboflow tools can Codex use?
All 21 Roboflow tools your team allows, such as List Annotation Jobs, Upload Annotation, Run Inference. Admins can narrow that list per team.Can I control which teammates use Roboflow in Codex?
Yes. Role-based access control decides who can use Roboflow and which of its tools appear in Codex, and every call is logged with the person's identity.What if Codex doesn't show Roboflow tools?
Codex can connect without credentials and then see nothing. Run codex mcp login metorial to complete the OAuth sign-in.
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