Codeglide.ai has officially launched its groundbreaking MCP server lifecycle platform designed to transform how enterprises prepare their APIs for artificial intelligence. The platform continuously converts APIs into AI-ready Model Context Protocol (MCP) servers, ensuring that businesses remain AI-ready even as their API ecosystems rapidly evolve.

Unlike traditional SDK generators or one-time migration tools, Codeglide.ai functions as a dynamic, always-on MCP server lifecycle solution. It actively monitors API changes, automatically generates secure MCP servers, and keeps them synchronized. This innovation guarantees that AI agents and large language models (LLMs) gain consistent, context-rich, and reliable access to enterprise systems.

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Deeply Integrated with GitHub Ecosystem

As a subsidiary of Opsera, a recognized leader in AI-powered DevOps, Codeglide.ai has been built natively on the GitHub ecosystem. Delivered as a SaaS solution, it seamlessly integrates with GitHub tools such as GitHub Actions, secrets scanning, and more. Enterprises can access the platform directly from the GitHub Marketplace through Actions workflows, enabling straightforward adoption without heavy infrastructure investments.

Closing the API-to-AI Gap

The rise of AI-driven software engineering has placed unprecedented pressure on enterprise API infrastructure. Traditional integration tools, though effective for basic adoption, fail to deliver the dynamic, contextual, and adaptive capabilities required by AI systems. MCP servers are quickly becoming the gold standard for AI agents to interact with APIs, solving these long-standing challenges.

Large enterprises often manage anywhere between 2,000 and 8,000 APIs, with around 60% being legacy. Static integration methods simply cannot keep pace with evolving endpoints or provide real-time context. This makes traditional approaches unsustainable and time-intensive.

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The Codeglide.ai Advantage

By introducing the industry’s first continuous MCP server lifecycle platform, Codeglide.ai delivers several key benefits:

  • Automatically creates MCP servers for any API whether legacy or modern.
  • Keeps up with API changes in real time, helping cut down on costly rework.
  • Provides secure, context-aware AI access without custom development.
  • Natively leverages GitHub ecosystem tools for faster deployment.
  • Cuts integration time by up to 97% and reduces costs by as much as 90%.

Kumar Chivukula, Co-founder and CEO at Opsera, emphasized the impact, stating: “AI can’t deliver its full potential if your APIs are stuck in the past. Enterprises are struggling to connect their data to AI models because today’s APIs weren’t built for context, memory, or intent. Codeglide.ai changes that by delivering a continuous MCP server lifecycle platform that seamlessly transforms APIs into secure, AI-ready servers, enabling organizations to scale AI securely, confidently, and without pause.”

Enabling Continuous AI-Readiness

Codeglide.ai ensures every enterprise API stays in sync with its MCP server counterpart, eliminating the integration churn that often slows down AI adoption. Whether organizations introduce new endpoints, retire outdated ones, or update schemas, AI workflows remain uninterrupted. With this approach, enterprises can confidently accelerate AI innovation while minimizing risks and costs.

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