{"id":"realtimex-web-scraping-mcp-server","name":"realtimex-web-scraping-mcp-server","homepage":"https://pypi.org/project/realtimex-web-scraping-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","web-scraping","agent-tools","realtime"],"what_it_does":"A MCP server package intended to help agents perform real-time web scraping tasks (fetching and extracting data from web pages) via Model Context Protocol tools.","use_cases":["Letting LLM agents scrape and extract information from public web pages","Research workflows that require up-to-date web content","Building agent-driven data collection pipelines using MCP"],"not_for":["Authenticated scraping behind logins/paywalls without explicit support","High-volume scraping that violates target site terms or robots.txt","Replacing a dedicated crawling/search index for large-scale discovery"],"best_when":null,"avoid_when":null,"alternatives":["Direct HTTP scraping from the agent with a scraping framework","Browser automation tools (e.g., Playwright) wrapped behind your own API","Dedicated scraping/crawling services with APIs","Use an existing structured data source (APIs, RSS, datasets) instead of scraping when available"],"af_score":39.2,"security_score":35.0,"reliability_score":26.2,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:46:00.744594+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 authentication details were provided in the supplied content, so auth requirements 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":"Pricing/hosting model not provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":39.2,"security_score":35.0,"reliability_score":26.2,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":20.0,"tls_enforcement":60.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"Web scraping tools can be exposed to SSRF-like risks if arbitrary URLs are accepted without allowlists, and may inadvertently fetch sensitive content. No explicit security controls (URL validation, allowlists/denylists, sanitization, SSRF protection, logging redaction) were provided in the supplied content, so scores are conservative.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":40.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":"Scraping actions are typically non-idempotent in practice due to dynamic content and side effects (rate limits, caching), and no idempotency guidance was provided.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Scraping results may be unstable due to dynamic pages and A/B tests","Targets may block requests (rate limiting, bot detection) causing intermittent failures","Robots.txt, legal/ToS restrictions may prevent scraping even if the tool works technically"]}}