{"id":"qwen-browser-use-mcp-server","name":"qwen-browser-use-mcp-server","homepage":"https://pypi.org/project/qwen-browser-use-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","browser-automation","ai-agent","qwen","tooling"],"what_it_does":"qwen-browser-use-mcp-server is an MCP (Model Context Protocol) server that exposes Qwen/Browse-automation browser-use capabilities to MCP clients (agents). It is intended to let an AI agent interact with a browser environment through MCP tools, presumably using Qwen as the underlying model for reasoning and browse assistance.","use_cases":["Letting an agent perform web browsing and information retrieval via MCP tools","Automating multi-step web tasks (navigation, reading, extracting) through an agent tool interface","Integrating browser automation into an MCP-based agent workflow"],"not_for":["High-assurance production use without reviewing tool permissions, sandboxing, and dependency security","Use cases requiring strict data residency/compliance guarantees without explicit provider documentation","Real-time interactive browsing at scale where rate limits and concurrency controls are critical"],"best_when":"You are building an MCP-enabled agent system that needs browser automation and are comfortable validating the MCP tool contracts and runtime security/sandboxing.","avoid_when":"You cannot review or control the server’s browser execution environment (e.g., headless browser, filesystem/network access) or you need documented enterprise-grade security/compliance.","alternatives":["Use a documented browser automation API (e.g., Playwright-based service) directly from your agent","Implement browser tools as MCP tools in your own code with a hardened sandbox","Use existing agent frameworks with first-party web-browsing connectors"],"af_score":36.0,"security_score":41.5,"reliability_score":21.2,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:46:44.140128+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":["MCP transport authentication (unspecified)"],"oauth":false,"scopes":false,"notes":"No package-provided authentication details were included in the provided input, so auth strength/scope granularity cannot be confirmed."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing/hosting model information was provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":36.0,"security_score":41.5,"reliability_score":21.2,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":10.0,"tls_enforcement":70.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":50.0,"security_notes":"Security cannot be fully assessed from the provided input. As an MCP browser automation component, the primary risks typically include: inadvertent access to local resources via the execution environment, uncontrolled network access, credential leakage through logs/tool outputs, and dependency vulnerabilities. Verify sandboxing, network egress controls, least-privilege access, and robust secret handling before use.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":35.0,"idempotency_support":"false","idempotency_notes":"Browser actions are often inherently non-idempotent (navigation, clicks, form submissions), and no idempotency guarantees were provided.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Browser tool actions can be non-deterministic due to dynamic web content and timing","Agents may need explicit limits/guards to prevent unintended repeated navigation or form submissions","Without clear guidance, agents can struggle to recover from navigation timeouts or element-not-found errors"]}}