{"id":"bjornmelin-crawl4ai-mcp-server","name":"crawl4ai-mcp-server","af_score":43.8,"security_score":55.0,"reliability_score":23.8,"what_it_does":"Provides an MCP (Model Context Protocol) server that exposes Crawl4AI web scraping/crawling capabilities (scrape, crawl, URL discovery, search, extract) to MCP clients such as Claude Desktop. It is intended to run as a remote service on Cloudflare Workers and supports OAuth and Bearer-token (API key) authentication.","best_when":"You want an MCP-tooling integration to trigger Crawl4AI workflows from an AI assistant and can tolerate early-stage reliability for development/testing.","avoid_when":"You need strict SLA/uptime guarantees, mature error semantics, or you cannot provide OAuth/Bearer authentication configuration.","last_evaluated":"2026-03-30T15:30:14.032439+00:00","has_mcp":true,"has_api":false,"auth_methods":["OAuth (workers-oauth-provider)","Bearer token (API key) authentication"],"has_free_tier":false,"known_gotchas":["Server is explicitly marked as under development / not production ready; tool reliability may be inconsistent.","No documented rate-limit behavior or retry/idempotency semantics for MCP tools in README.","Cloudflare Workers deployment and KV configuration are required for some stateful behaviors (e.g., crawl data), which may impact local testing and agent environments."],"error_quality":0.0}