CircleCI
official
devtools
Enable AI Agents to fix build failures from CircleCI.
CircleCI MCP Server
Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an MCP Server for CircleCI.
This lets you use Cursor IDE, or any MCP Client, to use natural language to accomplish things with CircleCI, e.g.:
https://github.com/CircleCI-Public/mcp-server-circleci/wiki#circleci-mcp-server-with-cursor-ideFind the latest failed pipeline on my branch and get logs
Requirements
- pnpm package manager - Learn more
- Node.js >= v18.0.0
- CircleCI API token - you can generate one through the CircleCI. Learn more or click here for quick access.
Installation
Installing via Smithery
To install CircleCI MCP Server for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install @CircleCI-Public/mcp-server-circleci --client claude
Cursor
Add the following to your cursor MCP config:
{ "mcpServers": { "circleci-mcp-server": { "command": "npx", "args": ["-y", "@circleci/mcp-server-circleci"], "env": { "CIRCLECI_TOKEN": "your-circleci-token", "CIRCLECI_BASE_URL": "https://circleci.com" // Optional - required for on-prem customers only } } } }
See the guide below for more information on using MCP servers with cursor:
https://docs.cursor.com/context/model-context-protocol#configuring-mcp-servers
Claude Desktop
Add the following to your claude_desktop_config.json:
{ "mcpServers": { "circleci-mcp-server": { "command": "npx", "args": ["-y", "@circleci/mcp-server-circleci"], "env": { "CIRCLECI_TOKEN": "your-circleci-token", "CIRCLECI_BASE_URL": "https://circleci.com" // Optional - required for on-prem customers only } } } }
To find/create this file, first open your claude desktop settings. Then click on "Developer" in the left-hand bar of the Settings pane, and then click on "Edit Config"
This will create a configuration file at:
- macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
- Windows: %APPDATA%\Claude\claude_desktop_config.json
See the guide below for more information on using MCP servers with Claude Desktop:
https://modelcontextprotocol.io/quickstart/user
Claude Code
After installing Claude Code, run the following command:
claude mcp add circleci-mcp-server -e CIRCLECI_TOKEN=your-circleci-token -- npx -y @circleci/mcp-server-circleci
See the guide below for more information on using MCP servers with Claude Code:
https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/tutorials#set-up-model-context-protocol-mcp
VS Code
Add the MCP server to your settings.json under
mcp -> servers
:"circleci-mcp-server": { "command": "npx", "args": ["-y", "@circleci/mcp-server-circleci"], "env": { "CIRCLECI_TOKEN": "your-circleci-token", "CIRCLECI_BASE_URL": "https://circleci.com" // Optional - required for on-prem customers only } }
See the guide below for more information on using MCP servers with VS Code:
https://code.visualstudio.com/docs/copilot/chat/mcp-servers
Windsurf
Add the following to your windsurf mcp_config.json:
{ "mcpServers": { "circleci-mcp-server": { "command": "npx", "args": ["-y", "@circleci/mcp-server-circleci"], "env": { "CIRCLECI_TOKEN": "your-circleci-token", "CIRCLECI_BASE_URL": "https://circleci.com" // Optional - required for on-prem customers only } } } }
See the guide below for more information on using MCP servers with windsurf:
https://docs.windsurf.com/windsurf/mcp
Features
Supported Tools
-
get_build_failure_logs
Retrieves detailed failure logs from CircleCI builds. This tool can be used in two ways:-
Using CircleCI URLs:
- Provide a failed job URL or pipeline URL directly
- Example: "Get logs from https://app.circleci.com/pipelines/github/org/repo/123"
-
Using Local Project Context:
- Works from your local workspace by providing:
- Workspace root path
- Git remote URL
- Branch name
- Example: "Find the latest failed pipeline on my current branch"
- Works from your local workspace by providing:
The tool returns formatted logs including:- Job names
- Step-by-step execution details
- Failure messages and context
This is particularly useful for:- Debugging failed builds
- Analyzing test failures
- Investigating deployment issues
- Quick access to build logs without leaving your IDE
-
-
find_flaky_tests
Identifies flaky tests in your CircleCI project by analyzing test execution history. This leverages the flaky test detection feature described here: https://circleci.com/blog/introducing-test-insights-with-flaky-test-detection/#flaky-test-detectionThis tool can be used in two ways:-
Using CircleCI Project URL:
- Provide the project URL directly from CircleCI
- Example: "Find flaky tests in https://app.circleci.com/pipelines/github/org/repo"
-
Using Local Project Context:
- Works from your local workspace by providing:
- Workspace root path
- Git remote URL
- Example: "Find flaky tests in my current project"
- Works from your local workspace by providing:
The tool returns detailed information about flaky tests, including:- Test names and file locations
- Failure messages and contexts
This helps you:- Identify unreliable tests in your test suite
- Get detailed context about test failures
- Make data-driven decisions about test improvements
-
-
config_helper
Assists with CircleCI configuration tasks by providing guidance and validation. This tool helps you:- Validate CircleCI Config:
- Checks your .circleci/config.yml for syntax and semantic errors
- Example: "Validate my CircleCI config"
The tool provides:- Detailed validation results
- Configuration recommendations
This helps you:- Catch configuration errors before pushing
- Learn CircleCI configuration best practices
- Troubleshoot configuration issues
- Implement CircleCI features correctly
- Validate CircleCI Config:
Development
Getting Started
-
Clone the repository:
git clone https://github.com/CircleCI-Public/mcp-server-circleci.git cd mcp-server-circleci
-
Install dependencies:
pnpm install
-
Build the project:
pnpm build
Development with MCP Inspector
The easiest way to iterate on the MCP Server is using the MCP inspector. You can learn more about the MCP inspector at https://modelcontextprotocol.io/docs/tools/inspector
-
Start the development server:
pnpm watch # Keep this running in one terminal
-
In a separate terminal, launch the inspector:
pnpm inspector
-
Configure the environment:
- Add your
to the Environment Variables section in the inspector UICIRCLECI_TOKEN
- The token needs read access to your CircleCI projects
- Optionally you can set your CircleCI Base URL. Defaults to
https//circleci.com
- Add your
Testing
-
Run the test suite:
pnpm test
-
Run tests in watch mode during development:
pnpm test:watch
For more detailed contribution guidelines, see CONTRIBUTING.md
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