MCP Enterprise Adoption Report 2025: Challenges, Best Practices & ROI Analysis

The Model Context Protocol (MCP) is an emerging open standard for integrating AI models with enterprise data and tools, promising to reduce development overhead and integration costs. Early adopters report significant time savings, and the ecosystem of connectors is growing rapidly with support from major tech companies. However, widespread enterprise adoption faces hurdles such as technical integration complexity, security concerns around data leakage, and the operational burden of managing numerous MCP servers. The protocol also requires robust governance to control AI tool usage and ensure compliance. Platforms like Ragwalla are positioned as solutions to these challenges by providing a managed, secure, and scalable MCP infrastructure.