Lists pipelines, workflow runs, and compute environments, submits Wave container builds, and returns build status and logs.
14actions available
Every action runs live through MCP. Nothing to build, nothing to maintain.
Ayro checks if a Wave container build succeeded. The team sees build status without leaving chat.
Ayro retrieves logs for a failed Wave build. The team diagnoses errors and resolves issues faster.
Ayro fetches all available pipelines for the user. The team reviews what workflows are accessible.
Each card is one request a support team gets, and the Seqera actions Ayro runs to close it.
Ayro lists the pipelines accessible to the authenticated account with search and sorting, pages through workflows in a given workspace, and returns the compute environments a run could target.
Ayro submits a Wave request to build an image from a Dockerfile, Conda recipe, or package list, or to front a private registry, and returns the container name Wave makes available.
Ayro checks the status behind a Wave build ID, pulls the build logs when it did not succeed, and reports the API version and commit ID when the problem looks platform-side rather than local.
Ayro validates a proposed pipeline or action name against Seqera and lists the action event types a workspace supports, so a clash or an unsupported trigger surfaces before work is built around it.
How it works
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Seqera actions it has and picks the ones a request needs.
Authorize the Seqera 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.
Describe the job the way you would hand it to a teammate. Ayro maps it to the Seqera actions that close it and chains as many as the request needs.
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 freeSeqera · Ayro
What can you do in Seqera without me setting anything up?
These, right away:
Great, let's start with the first one.
FAQ
Setup, permissions, and the limits of what Ayro can do inside Seqera.
No. This toolkit reads pipelines, workflows, and compute environments and works with Wave containers, but exposes no launch or cancel action. Ayro can tell you what is running and what a run would need, and the launch itself stays in Seqera.
All 14 actions your agent can call on Seqera, straight from the live MCP connection.
Submit a request to Wave for accessing a private container registry or building a container image on-the-fly.
Retrieve detailed information about a specific organization.
Retrieve information about the Seqera API service.
Retrieve information about the authenticated user.
Get logs for a container build by build ID.
Retrieve the status of a Wave container build by build ID.
Inspect container image metadata via Wave.
List supported action event types.
Retrieve a list of compute environments.
List all organizations.
List all pipelines accessible to the authenticated user.
List workflows.
Validate action name.
Validate a pipeline name.
Same connection, same setup. Pick the next one your team already uses.
Builds forms with the fields and submission rules described in chat, returns the shareable ID, pages through responses, and retires old forms.
Reports a map's layers and elements, adds or updates features as GeoJSON, organises maps into projects, and clones maps as templates.
Pulls a lead's sessions and event history, retags records as qualification changes, and logs conversions back from the conversation.
Retrieves every scraping project on a ParseHub account, so a team confirms what is already configured without a dashboard login.
Renders any URL as an image on request, choosing full-page, device-emulation, delay, and dark-mode options per capture.
Pulls clustered top headlines by country and date, extracts full articles into structured JSON, and turns any news page into a usable feed.

Authorize the account and your agent has all 14 actions from the first conversation.
