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MCP SERVER · OFFICIAL PROJECT

Keploy Test Generation

by Keploy

Runs in tool-search mode — the list holds only meta-tools, and the real catalogue is discovered by name and invoked generically.

Automated Testing & QAVerified
Summary
Tool-search mode is the most thorough answer to context cost here, and it changes how you evaluate the server.

Amplitude offers progressive discovery as an option; Keploy makes it the only mode. The tool list is three meta-tools plus onboarding, and everything real is found by keyword and called through invoke_tool. That keeps the standing cost near zero, at the price of a discovery round trip and of pages like this being unable to tell you what the catalogue contains. The onboarding tools answering unauthenticated is a nice touch — the agent can walk you through setup before you have a key.

What it is

Keploy's endpoint for generating and running API tests from OpenAPI specs, curl commands, Postman collections or real traffic. It answered our probe as keploy-atg 1.0.0, and what it listed was not the tool catalogue but the means to find it.

What you get
  • search_tools — discover tool names by keyword; most Keploy tools are hidden from the default list
  • get_tool_schema — the exact schema for a tool you already know by name
  • invoke_tool — run any Keploy tool by name with arguments
  • get_auth_status — whether the session has a valid-looking key attached
  • get_setup_instructions and devloop_setup_instructions — connection guides for Cursor, Windsurf and VS Code
  • devloop_begin_oauth_install — a playbook the agent walks through with you
Requirements

A bearer key from Keploy's settings, visible once when created. The onboarding tools answer without it, which is how the install flow works.

Setup effort

Paste a URL with a key — add the endpoint to your client