# Source: https://www.promptfoo.dev/docs/category/integrations/

# Integrations

[📄️ Python](/docs/integrations/python/)  
Use Python for promptfoo evals - providers, assertions, test generators, and prompts. Integrates with LangChain, LangGraph, CrewAI, and more.

[📄️ Model Context Protocol (MCP)](/docs/integrations/mcp/)  
Enable Model Context Protocol (MCP) integration for enhanced tool use, persistent memory, and agentic workflows across providers.

[📄️ MCP Server](/docs/integrations/mcp-server/)  
Deploy promptfoo as Model Context Protocol server enabling external AI agents to access evaluation and red teaming capabilities.

[📄️ Azure Pipelines](/docs/integrations/azure-pipelines/)  
Integrate promptfoo LLM testing with Azure Pipelines CI/CD using step-by-step setup, environment variables, and matrix testing configurations for automated AI evaluation.

[📄️ Bitbucket Pipelines](/docs/integrations/bitbucket-pipelines/)  
Integrate promptfoo LLM testing with Bitbucket Pipelines CI/CD to automate evaluations, track results, and catch regressions in your AI models using built-in assertions.

[📄️ Burp Suite](/docs/integrations/burp/)  
Test LLM applications for jailbreak vulnerabilities by integrating Promptfoo's red teaming capabilities with Burp Suite Intruder for automated security scanning and testing.

[📄️ CI/CD](/docs/integrations/ci-cd/)  
Automate LLM testing in CI/CD pipelines with GitHub Actions, GitLab CI, and Jenkins for continuous security and quality checks.

[📄️ CircleCI](/docs/integrations/circle-ci/)  
Automate LLM testing in CircleCI pipelines with promptfoo. Configure caching, API keys, and evaluation workflows to validate prompts and models in CI/CD environments.

[📄️ GitHub Actions](/docs/integrations/github-action/)  
Automate LLM prompt testing in CI/CD with GitHub Actions integration. Compare prompt changes, view diffs, and analyze results directly in pull requests using promptfoo.

[📄️ GitLab CI](/docs/integrations/gitlab-ci/)  
Automate LLM testing in GitLab CI pipelines with Promptfoo. Configure caching, API keys, and evaluation workflows to validate prompts and models in your CI/CD process.

[📄️ Google Sheets](/docs/integrations/google-sheets/)  
Import and export LLM test cases with Google Sheets integration. Configure public or authenticated access, write evaluation results, and run model-graded metrics.

[📄️ Helicone](/docs/integrations/helicone/)  
Monitor and optimize LLM testing with Helicone integration in Promptfoo. Track usage, costs, and latency while managing prompts through an open-source observability platform.

[📄️ Jenkins](/docs/integrations/jenkins/)  
Integrate Promptfoo's LLM testing into Jenkins pipelines with automated evaluation, credential management, and CI/CD workflows for production AI deployments.

[📄️ Jest & Vitest](/docs/integrations/jest/)  
Integrate LLM testing into Jest and Vitest workflows with custom matchers for semantic similarity, factuality checks, and automated prompt quality validation.

[📄️ Langfuse](/docs/integrations/langfuse/)  
Integrate Langfuse prompts with Promptfoo for LLM testing. Configure version control, labels, and collaborative prompt management using environment variables and SDK setup.

[📄️ Looper](/docs/integrations/looper/)  
Automate LLM testing in CI/CD by integrating Promptfoo with Looper workflows. Configure quality gates, caching, and multi-environment evaluations for production AI pipelines.

[📄️ Mocha/Chai](/docs/integrations/mocha-chai/)  
Integrate Promptfoo LLM testing with Mocha and Chai to automate prompt quality checks using semantic similarity, factuality, and custom assertions in your test suite.

[📄️ n8n](/docs/integrations/n8n/)  
Learn how to integrate Promptfoo's LLM evaluation into your n8n workflows for automated testing, security and quality gates, and result sharing.

[📄️ Portkey AI](/docs/integrations/portkey/)  
Integrate Portkey AI gateway with promptfoo for LLM testing, including prompt management, observability, and custom configurations with OpenAI models and APIs.

[📄️ SharePoint](/docs/integrations/sharepoint/)  
Import LLM test cases from Microsoft SharePoint. Configure certificate-based authentication and load test data from SharePoint CSV files.

[📄️ SonarQube](/docs/integrations/sonarqube/)  
Integrate Promptfoo security findings into SonarQube for centralized vulnerability tracking and CI/CD quality gates.

[📄️ Travis CI](/docs/integrations/travis-ci/)  
Set up automated LLM testing in Travis CI pipelines with promptfoo. Configure environment variables, artifacts storage, and continuous evaluation of AI prompts and outputs.