M

MCP Server Circleci

The CircleCI MCP Server is a service based on the Model Context Protocol (MCP) that allows users to interact with the CircleCI platform through natural language, enabling functions such as querying failure build logs and identifying flaky tests.
2.5 points
32

What is the CircleCI MCP Server?

The CircleCI MCP Server is a tool based on the Model Context Protocol (MCP) that allows you to interact with CircleCI through natural language. Whether it's debugging failed builds, finding flaky tests, or validating configuration files, you can complete these tasks with just a few sentences.

How to use the CircleCI MCP Server?

After installation, you can directly enter natural language instructions in an IDE or tool that supports MCP, such as 'Get the logs of the recently failed builds'. You can start quickly without complex settings.

Applicable scenarios

It is suitable for development teams that need to efficiently manage and optimize CI/CD processes, especially those who want to reduce manual operations and improve productivity.

Main features

Get build failure logsRetrieve the logs of recently failed builds based on the CircleCI pipeline or local context for easy analysis and debugging.
Find flaky testsIdentify flaky tests in the project and provide detailed failure context to help improve test quality.
Configuration assistantValidate and optimize your CircleCI configuration file to ensure correct syntax and semantics, and provide improvement suggestions.

Advantages and limitations

Advantages
Simplify CI/CD task management
Support integration with multiple IDEs and tools
Reduce manual intervention and improve efficiency
Limitations
Requires a valid CircleCI API token
Some advanced features may depend on specific environment configurations

How to use

Install the CircleCI MCP Server
Install the server using pnpm and set the necessary environment variables (such as the API token).
Configure tools that support MCP
Add the server to an IDE or tool that supports MCP, such as Cursor, Claude Desktop, or VS Code.
Start using
Interact with CircleCI through natural language instructions, such as 'Find the logs of the recently failed builds'.

Usage examples

Case title: Get failure build logsQuickly get the logs of failed builds by providing the CircleCI pipeline URL or local context.
Case title: Find flaky testsIdentify flaky tests in the project and list specific problems and suggestions.

Frequently Asked Questions

How to generate a CircleCI API token?
Does it support self-hosted CircleCI?
How to verify if the configuration file is correct?

Related resources

CircleCI MCP official documentation
Understand the basics of the MCP protocol.
CircleCI GitHub repository
View the source code and contribution guidelines.
CircleCI blog: Test insights
Gain in-depth understanding of the flaky test detection function.
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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