{"id":"acuvity-mcp-server-browser-kit","name":"mcp-server-browser-kit","homepage":"https://hub.docker.com/r/acuvity/mcp-server-browser-kit","repo_url":"https://hub.docker.com/r/acuvity/mcp-server-browser-kit","category":"devtools","subcategories":[],"tags":["mcp","browsing","browser-automation","web-scraping","agent-tools"],"what_it_does":"MCP server (browser automation/tooling) intended to help an agent interact with web browsers/pages via MCP tools, such as navigating to URLs, extracting content, and performing page actions. (Evaluation based on package name/likely purpose; no README/repo contents were provided.)","use_cases":["Agent-assisted web browsing for information gathering","Automated data extraction from web pages","Testing or scripted navigation flows in a browser-like environment","Human-in-the-loop workflows where an agent operates a browser session"],"not_for":["Production systems that require high assurance without sandboxing and security review","Handling of sensitive personal data without clear privacy controls","Use as a general-purpose replacement for authenticated first-party APIs when available"],"best_when":"You need an agent to browse the web and act on pages where no stable API exists, and you can constrain/sandbox the browser environment.","avoid_when":"You cannot safely sandbox the execution environment, or the target sites require complex authentication/CSRF flows that are not explicitly supported by the MCP tool contract.","alternatives":["Using official public APIs (where available)","Headless browser automation frameworks directly (e.g., Playwright) with custom tooling","Scraping/extraction services or web-to-LLM APIs with explicit compliance controls"],"af_score":33.8,"security_score":34.5,"reliability_score":23.8,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:35:09.634843+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":["Unknown (not provided)"],"oauth":false,"scopes":false,"notes":"No authentication details were provided. MCP servers commonly run locally and rely on the MCP host’s security model; verify whether the server supports API keys/tokens, allowlists, or runs behind a gateway."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing not provided (likely open-source/local)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":33.8,"security_score":34.5,"reliability_score":23.8,"mcp_server_quality":55.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":40.0,"security_notes":"Key risks for browser-based MCP tools: (1) running a browser can expose the environment to untrusted content (XSS/malicious pages) unless strongly sandboxed; (2) credentials/session tokens may be stored or transmitted—verify secret handling and logs; (3) tool-level access control (domain allowlists, action restrictions) is critical to prevent unintended navigation/actions. Auth/security controls were not provided, so scores are conservative.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":30.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Web automation is inherently non-deterministic (timing/DOM changes).","Authentication/session handling may be brittle unless explicitly supported.","Potential for unsafe browsing/actions if tool permissions/allowlists are not enforced.","Rate limiting/throttling by target sites may cause tool failures without clear retry guidance."]}}