Work with AI

Bring AI into performance testing with NeoLoad Web. We make it easy to integrate AI assistants in the way that works best for your team.

NeoLoad Web MCP

Model Context Protocol (MCP) is an open standard that connects AI assistants to external systems and data sources. With NeoLoad Web MCP integration, your AI assistant, such as Cursor or Claude Desktop can directly access your test data, run tests, and generate reports instead of just answering questions. Ask "Show me all available workspaces" or use any of the available MCP actions and get immediate results.

MCP meta tool

If your AI assistant's context window is a concern, you can use the MCP meta tool endpoint. It exposes only two tools instead of all 44 individual actions, reducing context window usage by 85–95%. Your AI assistant discovers and runs actions on demand through a single unified interface.

Best practices for MCP prompting

Check out our topic on effective prompting techniques. You'll find practical patterns, examples, and workflow strategies to optimize AI-driven test management and analysis.

Agent Performance Testing (APT)

Agent Performance Testing (APT) is an AI agent that analyzes your test results on demand. APT appears as the AI Chat button in the navigation bar. Open it from any page and select Create performance analysis to generate a report in the AI report tab, building on NeoLoad Web's augmented analysis to surface the metrics that matter. APT is consumption-based, so credits are used in proportion to the amount of information processed per run.

Workspace administrators control access on a per-user basis. Check out Manage APT - Analysis access to learn how to enable or disable access, set defaults for new users, and update access in bulk.