As for security, MCP agents are subject to all of the risks that come with any type of LLM-based technology. They have the potential to leak sensitive data because any resources that are available to an MCP server could become exposed to a third-party AI model. A potential solution is to avoid third-party models by hosting models locally (or on a server located behind a firewall) instead, but not all models support this approach, and it adds to MCP setup challenges.
MCP servers could…
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https://www.cio.com/article/3972677/how-mcp-can-revolutionize-the-way-devops-teams-use-ai.html
