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Stacklok adds centralized governance to MCP servers used by Claude Code. Apply policy controls, track usage, and ensure agents only run approved, secure tools.

Ever wondered how to bridge the gap between your company’s private knowledge and AI assistants? You’re about to vibecode your way there.

Stacklok brings enterprise-grade security and governance to MCP servers in Cursor. Enforce policies, audit usage, and enable safe, powerful AI automation.

mcp-tef is an open-source tool evaluation system that lets you test tool descriptions before deployment, with real LLM testing, similarity detection, and quality analysis.

Aggregate multiple MCP servers into single endpoint with vMCP with integrated tool filtering, multi-system workflows, and centralized authentication.

Both solutions tackle the critical problem of token bloat from excessive tool definitions. See how they stack up in a head-to-head test of tool selection accuracy.