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Temporal Workflows
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Temporal Workflows

Temporal-MCP is a server that connects AI assistants with Temporal workflows. Complex workflows can be triggered and managed through natural language conversations without writing additional code.
Developer toolsArtificial intelligence chatbots#AI workflow#Natural language interaction#Process automation#Enterprise-level scheduling.Go
2.5 points
19

What is Temporal-MCP?

Temporal-MCP is an innovative middleware server that enables AI assistants to directly interact with the Temporal workflow engine. Through simple chat conversations, users can trigger, monitor, and manage complex workflows without writing any connection code.

How to use Temporal-MCP?

After installation and configuration, you can directly interact with the workflow in natural language through an AI assistant (such as Claude). The system will automatically convert your request into a workflow execution command.

Applicable scenarios

Suitable for scenarios where complex business processes need to be exposed to non-technical users, such as customer support automation, internal tool simplification, rapid prototype development, etc.

Main features

Automatic discoveryAI assistants can automatically discover available workflows and view rich metadata.
Seamless executionComplex processes can be started through simple chat messages.
Real-time monitoringTrack progress, check status, and get real-time updates.
Performance optimizationIntelligent caching for instant response.
AI-friendly descriptionClear workflow descriptions specifically designed for AI and humans.

Advantages and limitations

Advantages
Enable AI assistants to have reliable long-running workflow capabilities.
Orchestrate business processes through natural language.
Enterprise-level reliability based on Temporal (retries, timeouts, persistence).
Significantly lower the technical threshold, allowing non-technical personnel to use complex workflows.
Limitations
Workflow descriptions need to be pre-configured.
Backend development is still required for complex business logic.
The accuracy of natural language understanding depends on the capabilities of the AI assistant.

How to use

Install the Temporal server
Install and run the Temporal server according to the official Temporal documentation.
Build the MCP server
Clone the repository and build the Temporal-MCP server.
Configure the workflow
Define your workflow in config.yml.
Generate the AI assistant configuration
Generate a configuration file for the AI assistant (such as Claude).
Start and converse
After starting the server, you can interact with the workflow through the AI assistant.

Usage examples

Simple transferTrigger a transfer between accounts through natural language.
Transfer with manual approvalExecute a special transfer scenario that requires manual approval.
Workflow status queryQuery the current status of a specific workflow.

Frequently asked questions

What should I do if the connection is refused?
What should I do if the AI assistant cannot find the workflow?
What should I do if Claude cannot see the workflow?
How to write a good workflow description?

Related resources

Temporal official documentation
Temporal server installation guide
Money Transfer Demo
Temporal transfer example project
Temporal-MCP repository
Project source code
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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