Roboflow MCP integration
Runs a vision workflow on demand, validates a specification before it executes, and reports inference server health and metrics.
7actions available
Three actions you can hand over today
Every action runs live through MCP. Nothing to build, nothing to maintain.
Get server info
Ayro retrieves information about the Roboflow inference server. Operators monitor server health to catch issues early.
Validate workflow
Ayro checks a Roboflow workflow specification for errors before it runs. Teams catch configuration mistakes instead of failing mid-processing.
Run workflow
Ayro executes a Roboflow workflow with your provided inputs. Vision AI pipelines process images automatically instead of manual analysis.
How businesses use Roboflow + Ayro
Each card is one request a support team gets, and the Roboflow actions Ayro runs to close it.
Run a vision workflow on demand
Ayro reads the workflow's declared inputs, outputs, and types, then executes the specification with the values supplied in the conversation and returns what the pipeline produced.
Run WorkflowDescribe Workflow InterfaceCatch a broken specification before it runs
Ayro checks a workflow definition against the block schema and validates its structure, so a syntax problem surfaces as an answer rather than as a failed inference run.
Validate WorkflowGet Workflow SchemaDescribe Workflow InterfaceAnswer whether the inference server is healthy
Ayro reads the server's identity and version alongside its Prometheus metrics, so a question about slow or failing inference gets current numbers rather than a guess.
Get Server InfoGet Server MetricsCheck which execution engine a workflow needs
Ayro lists the Execution Engine versions the workflows API supports and reads the current block schema, so a compatibility question is settled before an upgrade is attempted.
Get Execution Engine VersionsGet Workflow Schema
How it works
Get started in 3 steps
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Roboflow actions it has and picks the ones a request needs.
Connect Roboflow
Authorize the Roboflow account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Ayro maps it to the Roboflow actions that close it and chains as many as the request needs.
Watch it work
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started free
Roboflow · Ayro
What can you do in Roboflow without me setting anything up?
These, right away:
- Get execution engine versions
- Describe workflow interface
- Get server info
Great, let's start with the first one.
FAQ
Everything else about Roboflow
Setup, permissions, and the limits of what Ayro can do inside Roboflow.
No. This toolkit covers workflow execution and inference-server inspection - Run Workflow, Validate Workflow, Get Server Info, Get Server Metrics. Training runs and dataset management stay in the Roboflow console.
Every action available in Roboflow
All 7 actions your agent can call on Roboflow, straight from the live MCP connection.
Describe workflow interface
Describe the interface of a workflow specification.
Get execution engine versions
Retrieve available Execution Engine versions from Roboflow workflows API.
Get server info
Retrieve information about the Roboflow inference server.
Get server metrics
Retrieve Prometheus metrics from the Roboflow inference server.
Get workflow schema
Fetch the workflows block schema from Roboflow.
Run workflow
Run a workflow specification with provided inputs.
Validate workflow
Validate a Roboflow workflow specification before execution.
The tools Roboflow sits next to
Same connection, same setup. Pick the next one your team already uses.
Aivoov
Reads the available voice catalogue, returning each voice_id, name, gender, and language, and narrows it to one language code on request.
Composio
Searches the toolkit catalogue for the right action, walks users through authorising accounts, executes tools singly or in batches, and enables triggers.
Gemini
Generates text, speech, images, and Veo video from a prompt, embeds text for semantic search, and counts tokens before a call is made.
LLMWhisperer
Submits documents for conversion, tracks the job by its whisper hash, retrieves the extracted text, and manages the callback webhooks.
Promptmate.io
Runs a template against supplied data, reports app job status and results, and manages the webhook subscriptions behind those jobs.
Textcortex
Drafts product titles, social posts, emails, and video descriptions, then summarizes or translates them across 72+ languages.
Ready to connect Roboflow?
Authorize the account and your agent has all 7 actions from the first conversation.