Any AI Agent

The MCP server implements the standard Model Context Protocol, making it compatible with any AI agent that supports MCP. Claude Code, ChatGPT, Gemini, and dozens of other agents can connect to your knowledge base using the same server and tools.

How it works

The MCP server exposes tools following the MCP specification. Any MCP-compatible client can discover available tools, call them with structured parameters, and receive structured responses. The server handles authentication, rate limiting, and vault access control. Multiple agents can connect simultaneously, each with their own session and access permissions.

Multiple AI agents connected to the same MCP server

Screenshot coming soon

Why it matters

The AI landscape is fragmented. Your team might use Claude Code, your DevOps team might use ChatGPT, and your QA team might use a specialized testing agent. With MCP compatibility, all of them can access the same knowledge base. There is no vendor lock-in and no need to maintain separate integrations for each AI platform.

Ecosystem diagram showing different AI agents all connecting via MCP

Screenshot coming soon