jmeter-mcp-server
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TDQS
Scored across 13 tools
Most tools have clearly distinct purposes, but the three create_test_plan variants overlap, especially create_test_plan_from_api_source with sourceType=openapi and create_test_plan_from_openapi. The explicit routing hint in the OpenAPI tool description helps, but an agent still faces ambiguity about which creation tool to use.
All tools follow a consistent snake_case verb_noun pattern, such as add_http_sampler, update_thread_group, and generate_report. Even the longer create_test_plan_from_* names stay predictable and readable.
Thirteen tools is within the appropriate range for a JMeter-focused server and covers creation, editing, execution, and reporting. The count is slightly higher than necessary because create_test_plan_from_openapi is largely redundant with create_test_plan_from_api_source.
The server covers the main JMeter workflow: create/read plans, add core elements, run tests, and generate reports. However, updates are limited to thread group settings; samplers, assertions, timers, and config elements can only be deleted and recreated, which is a notable gap for iterative test editing.