{"id":"lskun-spring-boot-ai-cloudflare-r2-mcp-server","name":"spring-boot-ai-cloudflare-r2-mcp-server","af_score":42.0,"security_score":51.2,"reliability_score":16.2,"what_it_does":"Provides a Model Context Protocol (MCP) server (implemented with Spring Boot / Spring AI) that exposes Cloudflare R2 object storage operations such as bucket management and object upload/download/list/metadata/delete. Configuration is done via R2 access key, secret key, and endpoint.","best_when":"You need an MCP tool layer around Cloudflare R2 to be used from an agent, and you can run/configure the server securely with R2 credentials and appropriate network controls.","avoid_when":"You cannot restrict access to the MCP server, or you require comprehensive documented interface/error semantics and operational guarantees that are not present in the provided README.","last_evaluated":"2026-04-04T19:58:11.405463+00:00","has_mcp":true,"has_api":false,"auth_methods":["Cloudflare R2 Access Key / Secret Key via configuration"],"has_free_tier":false,"known_gotchas":["No documented MCP server URL/transport details in the README provided, so an agent may need to inspect source/config to determine how to connect.","No documented rate limiting or retry/idempotency guidance for agent callers.","No documented auth model for the MCP server itself (beyond R2 credentials)."],"error_quality":0.0}