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Connectors / Developer tools · Connector
Run GraphQL queries and mutations from your workflows
Send any query or mutation to a GraphQL API, with variables and headers, and use the response in the next step.
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What can you do with the GraphQL Client connector?
A GraphQL API lets you ask for exactly the fields you need and nothing more. The GraphQL Client sends a query or mutation to any GraphQL endpoint, with variables and headers, through one operation: Raw query. In the builder, a GraphQL IDE with a documentation explorer lets you browse the schema and run a query before it goes into a workflow.
- Connects through
- Connector
Automate & integrate GraphQL Client
Automating GraphQL Client business processes or integrating GraphQL Client data is made easy with Tray.ai.
Use case
Read only the fields you need
Query for just the records and fields a workflow uses, such as open issues with their assignee and labels, instead of fetching whole objects and trimming them afterwards.
- Smaller responses
- Nested data in one request
- Fields chosen per workflow
Use case
Write back with mutations
Create or update records through mutations, with values from earlier steps passed in as query variables. For example, create a repository when a project is approved.
- Variables from earlier steps
- One step for reads and writes
- No custom code
Use case
Reach apps that lead with GraphQL
Many newer products publish a GraphQL API first. Point the GraphQL Client at the endpoint, reuse an existing connector's authentication or add your own OAuth2 or token authentication, and the app joins your workflows.
- Reuse existing authentications
- OAuth2 or token auth
- Any GraphQL endpoint
Ready to solve your GraphQL Client integration challenges?
See how Tray.ai makes it easy to connect, automate, and scale your workflows.
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Challenges Tray.ai solves
Common obstacles when integrating GraphQL Client — and how Tray.ai handles them.
Challenge
Writing queries against an unfamiliar schema
GraphQL works on the basis that you know what you're asking for, and it can't do partial matching.
How Tray.ai helps
The GraphQL IDE in the builder has a documentation explorer and a query variables panel, so you can look up the schema and run a query before a workflow depends on it.
Challenge
Collecting large result sets
GraphQL APIs return big lists one page at a time.
How Tray.ai helps
The GraphQL Client sends one request per step, so loop over the API's page cursor in the workflow to collect the rest.
How Tray.ai makes this work
GraphQL Client plugs into the whole Tray.ai platform
Intelligent Integration
Integrate and automate across 700+ connectors with visual workflows, error handling, and observability.
Learn more →Agent Builder
Build AI agents that read, write, and take action in GraphQL Client — with guardrails, audit, and human-in-the-loop.
Learn more →Agent Gateway for MCP
Expose GraphQL Client actions as governed MCP tools — observable, rate-limited, authenticated.
Learn more →See GraphQL Client working against your stack.
We'll walk through a tailored demo with your systems plugged in.
Thanks — someone from our team will be in touch soon.