{"id":"jyotiprakashb83-mcp-selenium-server-ai","name":"mcp-selenium-server-ai","homepage":null,"repo_url":"https://github.com/jyotiprakashb83/mcp-selenium-server-ai","category":"testing","subcategories":[],"tags":["mcp","selenium","browser-automation","testing","llm","java","maven","testng"],"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.","use_cases":["Automating end-to-end web UI test flows from human-readable steps","Prototyping test scenarios faster than writing Selenium scripts manually","Using an agent/LLM workflow to draft Selenium scripts and execute them against target browsers/URLs"],"not_for":["High-assurance or safety-critical automation without human review","Environments where allowing an LLM to drive a browser is unacceptable","Deterministic, exact-script test suites where you require fully static test logic"],"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.","alternatives":["Selenium/WebDriver with hand-written tests","Playwright (optionally with codegen)","Agentic test-generation tools with constrained action grammars","Record-and-replay tools with review gates"],"af_score":26.2,"security_score":23.0,"reliability_score":17.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:01:02.232690+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":["Java"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication details were provided in the supplied repository metadata, so auth requirements/strength cannot be verified."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information provided (appears to be an open-source repo from metadata)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":26.2,"security_score":23.0,"reliability_score":17.5,"mcp_server_quality":45.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":20.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":20.0,"security_notes":"Security posture cannot be confirmed from the provided metadata alone. This kind of tool should be treated as high-risk because an LLM-driven browser can access sensitive pages and perform unintended actions; strong sandboxing, network egress controls, allowlists for domains/actions, and careful secret handling are important but not verifiable here.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_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."]}}