Codeglide.ai today announced the launch of its groundbreaking MCP server lifecycle platform that continuously transforms APIs into AI-ready Model Context Protocol (MCP) servers ensuring enterprises remain AI-ready as their API ecosystems evolve.
Unlike static SDK generators or one-off migration tools, Codeglide.ai operates as an always-on MCP server lifecycle platform. It monitors API changes, automatically generates secure MCP servers, and keeps them in sync, providing AI agents and large language models (LLMs) with continuous, reliable, and context-rich access to enterprise systems.
Built Natively on the GitHub Ecosystem
A subsidiary of Opsera, the leading AI-powered DevOps platform, Codeglide.ai is delivered as a SaaS platform that integrates seamlessly with the GitHub ecosystem — including GitHub Actions, secrets scanning, and more. Built 100% on the GitHub platform, the solution is easily accessible via SaaS or directly from the GitHub Marketplace through GitHub Actions workflows.
Addressing the API-to-AI Gap
The rise of AI software engineering has placed immense demands on API infrastructure, exposing the limitations of traditional integration tools. While conventional SDK generation tools have streamlined API adoption, they struggle to meet the needs of AI systems, which require dynamic, contextual, and adaptive interactions. MCP servers are rapidly becoming the de facto standard for AI agents to interact with APIs, addressing these bottlenecks.
Most enterprises manage thousands of APIs, many of which are legacy, and static integration methods cannot handle real-time context or evolving endpoints. For example, large enterprises often manage between 2,000 and 8,000 APIs, with 60% being legacy APIs, making traditional AI integration unsustainable and time-consuming.
The Codeglide.ai Advantage
Codeglide.ai is the first continuous MCP server lifecycle platform that:
- Automates and maintains MCP servers for all enterprise APIs — legacy or modern.
- Adapts in real time as APIs evolve, avoiding costly rework.
- Delivers context-aware, secure, and stateful AI access without custom coding or expensive consulting.
- Leverages the GitHub ecosystem (GitHub, GitHub Actions, secrets scanning, etc.) and is accessible via SaaS and GitHub Actions on GitHub Marketplace.
- Empowers enterprises to efficiently manage the MCP server lifecycle.
- Reduces integration time by up to 97% and costs by up to 90%.
“AI can’t deliver its full potential if your APIs are stuck in the past,” said Kumar Chivukula, Co-founder and CEO at Opsera. “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.”
Continuous AI-Readiness for the Enterprise
By ensuring every API stays in sync with its MCP server counterpart and managing the end-to-end lifecycle of MCP servers effectively, Codeglide.ai eliminates the integration churn that stalls AI projects. Enterprises can roll out new endpoints, retire old ones, or update schemas without disrupting AI workflows. Codeglide.ai is available now via SaaS and GitHub marketplace. Learn more or request early enterprise access at www.codeglide.ai.
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