{"id":"jyotiprakashb83-mcp-selenium-server-ai","name":"mcp-selenium-server-ai","af_score":26.2,"security_score":23.0,"reliability_score":17.5,"what_it_does":"A Java-based MCP server that performs browser automation for testing by translating natural-language test steps into Selenium WebDriver commands, using an LLM to generate/parameterize the Selenium actions.","best_when":"You want agent-assisted test authoring/execution for web UIs and can tolerate some nondeterminism from LLM step translation.","avoid_when":"You cannot control or sandbox browser actions, or you need strict guarantees on what the agent will execute.","last_evaluated":"2026-04-04T20:01:02.232690+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["LLM step-to-Selenium translation can introduce nondeterminism (flaky selectors, timing issues, navigation differences).","Browser automation is stateful; repeated executions may have side effects (e.g., created test data, logged-in sessions).","Without explicit constraints/allowlists, agents may attempt unintended interactions on loaded pages."],"error_quality":0.0}