AI Integration — See Also

• MCP Setup — connect Claude Code, Cursor, Windsurf, Cline, or OpenCode to MockServer's built-in MCP endpoint
• MCP Tools Reference — full documentation of all MCP tools, parameters, and resources
• Debugging with AI — workflows for using AI assistants to debug HTTP traffic via MCP
• AI Traffic Inspection — inspect and record LLM/MCP traffic for debugging and deterministic replay
• OpenAPI Contract Verification — verify recorded traffic and run contract/resiliency tests against an OpenAPI spec
• OpenAPI for AI — use MockServer's OpenAPI spec as a fallback for AI tools without MCP support
• AI Protocol Mocking (MCP & A2A) — mock MCP servers and A2A agents your AI application depends on
• LLM Response Mocking — mock LLM API responses from OpenAI, Anthropic, Gemini, Bedrock, Azure OpenAI, and Ollama with provider-correct formatting, streaming, conversations, and chaos
• LLM Cost Optimisation — export a one-click optimisation brief (Markdown) or JSON bundle from captured LLM traffic to find ways to cut inference cost
• llms.txt — machine-readable index of MockServer documentation for AI assistants and LLMs