{"id":"scrapy-mcp-server","name":"scrapy-mcp-server","homepage":"https://pypi.org/project/scrapy-mcp-server/","repo_url":"https://github.com/scrapoxy/scrapy-mcp-server","category":"ai-ml","subcategories":[],"tags":["mcp","scraping","scrapy","maintenance","automation","debugging","ai-devtools","self-healing"],"what_it_does":"scrapy-mcp-server is an MCP server intended to help AI assistants inspect and debug Scrapy spiders and automatically generate fixes when scraping breaks (e.g., selector changes, A/B layout variants, and anti-bot changes). The README frames a workflow where monitoring/CI triggers the MCP-based debugging and produces a pull request with updated spider logic.","use_cases":["Automatically diagnose and repair broken Scrapy spiders after website changes","Support CI/CD workflows for scraping maintenance (generate PRs for fixes)","Reduce time spent manually debugging selector/parsing failures","Maintain large fleets of Scrapers with less proportional maintenance effort"],"not_for":["Producing compliant, site-authorized scraping for illegal or disallowed targets","Replacing human review for complex code changes where correctness and legal/compliance requirements matter","Acting as a general-purpose web automation agent without careful sandboxing and policy controls"],"best_when":"You run Scrapy spiders in a controlled engineering workflow and can review/merge AI-generated patches; you also have monitoring signals that indicate scraping regressions.","avoid_when":"You need guaranteed correctness without human oversight, or you cannot tolerate that the tool may make extensive changes to spider code/logic based on sampled live pages.","alternatives":["Build internal “spider regression + selector diff” tooling using Scrapy + HTML snapshot comparisons","Use commercial/managed scraping platforms (e.g., Zyte and similar) with change detection","Use headless browser + DOM extraction pipelines combined with rules/heuristics and tests","Create custom MCP tools around your existing Scrapy test harness rather than an autonomous self-healing server"],"af_score":39.0,"security_score":17.8,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:45:09.534900+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 mechanism is described in the provided README; MCP server runs locally via uvx in the example."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing not stated in the provided materials; likely open-source package distributed via Python tooling (unknown cost for any upstream AI/LLM/CI components)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":39.0,"security_score":17.8,"reliability_score":22.5,"mcp_server_quality":50.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":90.0,"rate_limit_clarity":10.0,"tls_enforcement":20.0,"auth_strength":10.0,"scope_granularity":5.0,"dependency_hygiene":35.0,"secret_handling":25.0,"security_notes":"Security characteristics are not documented in the provided README. The tool appears designed for local execution (reducing network attack surface) but it likely performs live web requests for inspection and may handle credentials/API keys used by Scrapy spiders or upstream services; there is no stated guidance on secret redaction/logging, sandboxing, or safe handling of untrusted HTML/JS content.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":30.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":"No explicit statement about idempotency; workflow implies PR generation and code modification, which typically needs idempotent safeguards but are not documented.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["The README describes a high-level workflow but provides no MCP tool schema; an agent may not know exact tool names/inputs/outputs without additional MCP documentation.","AI-generated fixes can be broad; requires human review to prevent regressions or overfitting to a single sampled response.","Live scraping for inspection may trigger anti-bot measures; ensure rate limits, caching, and respectful crawling policies are enforced externally."]}}