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 over 40 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 icon in the navigation bar AI Chat button in the navigation bar, so you reach it from any page. APT is consumption-based, and credits are used in proportion to the amount of information processed per run.

Ask APT to do the following:

  • Analyze a whole test run. Select Create performance analysis to build a report in the AI report tab, on top of NeoLoad Web's augmented analysis.

  • Answer one question about a result, such as why a single transaction is slow. The APT Performance Assistant also makes one change to a test, such as a new zone.

  • Investigate one element in depth. Right-click a transaction, page, or request on the Values tab and select Deep dive with APT.

  • Report on your workspaces and usage, including who has access to a workspace and how much quota you've used.

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

Use AI Chat walks your team through the panel controls, the message box, and how APT picks up the page they have open. Start a deep dive from a result row covers the row menu, how long the element stays in scope, and the limits.