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Connect your agents to your software lifecycle with the GitLab MCP server

Suggestions GitLab Duo Agent Platform Code Suggestions (AI) CI/CD GitLab on AWS GitLab on Google Cloud Why GitLab?

Connect your agents to your software lifecycle with the GitLab MCP server

To search repositories and projects, login to gitlab.com . Suggestions GitLab Duo Agent Platform Code Suggestions (AI) CI/CD GitLab on AWS GitLab on Google Cloud Why GitLab?

What happened

To search repositories and projects, login to gitlab. com . Platform Execution & Workflows CI/CD Source Code Management Agile Delivery Artifact Management Security & Governance Application Security Testing Governance & Compliance Secrets Management Supply Chain Security Context & AI Agentic Orchestration Context Graph Visibility & Measurement Explore the Platform Why GitLab One platform for speed with control across your software lifecycle.

Where the sources line up

Solutions Outcomes DevOps Modernization Security Modernization AI Modernization By size Enterprise Small Business Startups Industries Financial Services Public Sector Telecommunications Automotive Education Aerospace View all Solutions GitLab Security Standard Learn how to harden your software factory and let AI agents earn autonomy, without trading away security.

Practical impact for readers

Pricing Resources Discover Docs University Demo Series Demo Hub Services Connect Blog Community Customers Partners Events View all resources What’s new in GitLab Stay updated with our latest features and improvements.

Who should pay attention now

Run GitLab workflows from your favorite AI application in fewer calls and with leaner context. The GitLab MCP server is now generally available.

What is still unclear

Agents are working across your team's software development lifecycle, but most still operate as separate tools, leaving the context, handoffs, and permissions for your team to stitch together. When your agents use APIs for these disparate tools, they often guess at endpoints and use up their context window on extra calls. The GitLab MCP server, now generally available with GitLab 19. 5 , connects your team’s external agents to your entire software lifecycle — from planning through production.

Source notes

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