{"id":"vefaas-browser-use-mcp-server","name":"vefaas-browser-use-mcp-server","homepage":"https://pypi.org/project/vefaas-browser-use-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","browser-automation","web-browsing","agents","tooling"],"what_it_does":"An MCP (Model Context Protocol) server package intended to integrate “browser-use” capabilities into an MCP-compatible agent. It likely exposes browser automation/scraping tools to an LLM/agent through the MCP interface, enabling the agent to navigate web pages and perform tasks using browser control.","use_cases":["Let an MCP-capable agent browse websites and extract information","Automate multi-step web workflows (form filling, navigation, data collection) via agent-driven tool calls","Prototype or extend agent web-browsing capabilities through the MCP tool ecosystem"],"not_for":["Directly serving end-user traffic as a production web service/API","High-assurance security-sensitive browsing without additional sandboxing/controls","Use cases requiring a stable, documented REST/SDK surface (since this is an MCP server)"],"best_when":"You are using an MCP-capable runtime/agent and want tool-based web browsing rather than building custom browser automation glue.","avoid_when":"You need a strongly documented, versioned REST API with OpenAPI/SDKs or you cannot provide a safe execution environment for browser automation.","alternatives":["Browser-use integrations via direct SDK/library usage (if available)","Playwright/Puppeteer-driven custom tool layer","Other MCP browser automation servers (if available in your ecosystem)"],"af_score":37.2,"security_score":33.0,"reliability_score":25.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:40:16.678373+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":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No auth details were provided in the prompt content. MCP servers commonly rely on runtime configuration or local process access; however, this cannot be confirmed without repository/manifest/docs."},"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."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":37.2,"security_score":33.0,"reliability_score":25.0,"mcp_server_quality":45.0,"documentation_accuracy":40.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":60.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":30.0,"security_notes":"Security cannot be confirmed from the provided prompt content. For browser automation MCP servers, key concerns are sandboxing/isolation, safe handling of credentials passed for authenticated browsing, and protecting the runtime from prompt/tool misuse. TLS/auth details are not available here, so scores are conservative.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":40.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Browser automation is non-deterministic (dynamic pages, A/B tests, bot detection) and may require retries or human-in-the-loop.","LLM-driven browsing may inadvertently click on destructive links/actions without guardrails.","Session/cookies/state handling may not be obvious to the agent unless explicitly documented."]}}