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The Code Executor addresses the critical problem of token bloat encountered when AI agents, such as Claude Code, interact with a large number of MCP tools. By disabling direct access to numerous MCPs and funnelling all tool calls through two core executors (TypeScript and Python), it achieves up to 98% token savings. This system dynamically accesses other MCPs as needed, validating all parameters against live schemas using AJV to ensure correctness and provide detailed error feedback. It's ideal for complex AI setups managing a mix of local, remote, and API-based tools, offering robust security, auditing, and rate-limiting features.