MCP

MCPToolBench++: Raising the Bar for Realistic AI Agent Tool-Use Benchmarks

MCPToolBench++: Raising the Bar for Realistic AI Agent Tool-Use Benchmarks

Introduction At the heart of reliable AI agents lies one critical skill: effective tool calling. We can see this in action with systems like the new Kimi K2, which connects seamlessly to dozens of tools, including web search, map navigation, financial analysis, and automated workflows. This results in impressive versatility

Tool Chaos No More: How We’re Measuring Model-Tool Accuracy in the Age of MCP

Tool Chaos No More: How We’re Measuring Model-Tool Accuracy in the Age of MCP

Introduction Picture this scenario: you’ve built an AI agent, given it access to dozens of tools, and deployed it to handle a complex workflow. But instead of executing queries crisply, it’s making redundant tool calls, burning API credits needlessly, and overcomplicating straightforward processes. This isn’t just an