From Fragmented Logs to Unified Audits: How Akmon Solves MCP Governance

As Model Context Protocol becomes the standard integration layer for AI agents, organizations face an unexpected compliance challenge: tool calls scatter across multiple MCP servers with fragmented logs and incompatible formats. This article demonstrates how Akmon creates unified audit chains with content-addressed evidence, solving the three core technical problems that make MCP audits practically impossible—enabling organizations to scale AI agents without compromising regulatory oversight.