Calsoft develops innovation utilizing Jenkins MCP (Model Context Protocol) server for AI-assisted DevOps automation
SAN JOSE, CA, UNITED STATES, January 9, 2026 /EINPresswire.com/ — Calsoft, a digital product engineering and AI services company, has developed a technical innovation that utilizes the Jenkins Model Context Protocol (MCP) server to connect Jenkins build infrastructure with AI systems. The innovation combines the existing Jenkins MCP server with Calsoft’s augmented functionality and a custom connector that bridges Jenkins infrastructure with AI platforms like Claude Desktop. The solution addresses common challenges in DevOps workflows where engineers manually monitor build jobs, troubleshoot failures, and manage tasks across Jenkins and other tools including GitLab, GitHub Actions, Kubernetes, and Argo CD etc.
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– Calsoft develops innovation utilizing Jenkins MCP (Model Context Protocol) server for AI-assisted DevOps automation
– DevOps engineers and enterprise teams can now interact with Jenkins build systems through AI interfaces, reducing manual monitoring and troubleshooting tasks
– The solution uses Model Context Protocol, an emerging standard for connecting AI systems to external data sources and tools
The implementation works by connecting the Jenkins MCP server to AI platforms through Calsoft’s custom connector layer. DevOps engineers typically spend significant time monitoring build jobs in Jenkins, investigating build failures, and rerunning builds manually. This repetitive cycle affects productivity and response times when issues arise in production environments. With multiple tools in the CI/CD pipelineโfrom Jenkins for builds to Kubernetes for deployment and Argo CD for continuous deliveryโengineers must switch between different interfaces and authentication methods throughout their workday.
๐๐๐ฅ๐ฌ๐จ๐๐ญ’๐ฌ ๐ฌ๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง ๐๐จ๐ง๐ฌ๐จ๐ฅ๐ข๐๐๐ญ๐๐ฌ ๐๐๐ง๐ค๐ข๐ง๐ฌ ๐ข๐ง๐ญ๐๐ซ๐๐๐ญ๐ข๐จ๐ง๐ฌ ๐ข๐ง๐ญ๐จ ๐ ๐ฌ๐ข๐ง๐ ๐ฅ๐ ๐๐-๐๐๐๐๐ฌ๐ฌ๐ข๐๐ฅ๐ ๐ข๐ง๐ญ๐๐ซ๐๐๐๐. ๐๐๐ ๐ข๐ฌ ๐ ๐ฌ๐ญ๐๐ง๐๐๐ซ๐๐ข๐ณ๐๐ ๐๐ซ๐๐ฆ๐๐ฐ๐จ๐ซ๐ค ๐ญ๐ก๐๐ญ ๐๐ฅ๐ฅ๐จ๐ฐ๐ฌ ๐๐ ๐ฌ๐ฒ๐ฌ๐ญ๐๐ฆ๐ฌ ๐ญ๐จ ๐ฌ๐๐๐ฎ๐ซ๐๐ฅ๐ฒ ๐๐๐๐๐ฌ๐ฌ ๐๐ง๐ ๐ข๐ง๐ญ๐๐ซ๐๐๐ญ ๐ฐ๐ข๐ญ๐ก ๐๐ฑ๐ญ๐๐ซ๐ง๐๐ฅ ๐ญ๐จ๐จ๐ฅ๐ฌ ๐๐ง๐ ๐๐๐ญ๐ ๐ฌ๐จ๐ฎ๐ซ๐๐๐ฌ. By augmenting the existing Jenkins MCP server and creating a connector bridge, Calsoft enables AI assistants to query build status, analyze failure logs, and trigger workflows without requiring engineers to manually log into Jenkins or navigate multiple tool dashboards. The solution also leverages visualization capabilities from platforms like Claude Desktop, allowing engineers to see build information and analytics through intuitive AI-driven interfaces.
The challenge in modern DevOps environments extends beyond Jenkins alone. Organizations typically maintain a complex ecosystem of tools for different stages of software delivery. A build engineer or DevOps engineer working with Jenkins must also coordinate with Github repositories, Kubernetes clusters for container orchestration, and Argo CD for continuous deployment. Each tool requires separate access, different interfaces, and distinct troubleshooting approaches. This fragmentation creates inefficiencies and increases the cognitive load on engineering teams.
“We worked with Jenkins since it’s a very popular tool, but the MCP server way of thinking can be easily extrapolated to other tools,” said Nilesh Arte at Calsoft. “There are many tools or many ways to connect to your CI-CD setup. Jenkins is one tool; there can be another tool like GitLab, GitHub Actions. For deployment, there can be Kubernetes, there can be Argo CD.”
The solution targets enterprises with complex CI/CD pipelines where DevOps teams manage builds, deployments, and infrastructure across multiple platforms. Organizations in regulated industries that rely on Calsoft’s engineering services may particularly benefit from streamlined DevOps workflows that maintain security and compliance requirements while reducing manual overhead. C-suite executives seeking to improve engineering efficiency and reduce operational bottlenecks can leverage Calsoft’s MCP implementation to enable their DevOps teams to work more effectively with existing Jenkins infrastructure.
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Calsoft is an engineering services company with over 27 years of experience delivering digital product engineering, data and AI, cloud, and infrastructure solutions. Calsoft works with global enterprises across regulated and complex industries to design, build, and deploy scalable systems that support operational and business-critical workloads. For more information, visit www.calsoftinc.com.
Richa Thomas
Calsoft
+1 408-834-7086
email us here
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