{"id":"javaprogrammerlb-unsplash-mcp-server","name":"unsplash-mcp-server","af_score":36.8,"security_score":57.2,"reliability_score":25.0,"what_it_does":"Provides an MCP (Model Context Protocol) server (Java/Spring-stdio) that can search images on Unsplash, using an Unsplash access key supplied via environment variable.","best_when":"You want a lightweight MCP tool to search Unsplash images from an agent runtime using stdio.","avoid_when":"You need well-specified API contracts (schemas, pagination, error codes) or enterprise-grade security/compliance documentation from the MCP layer.","last_evaluated":"2026-04-04T19:34:32.546880+00:00","has_mcp":true,"has_api":false,"auth_methods":["Unsplash API access key via environment variable (UNSPLASH_ACCESS_KEY)"],"has_free_tier":false,"known_gotchas":["README provides setup for stdio-based MCP but does not document the MCP tool names, input/output schemas, or pagination behavior.","Rate limits for Unsplash (and how the MCP server handles them) are not described.","No examples of queries and responses are included beyond a vague 'search two house picture' instruction, which may lead to trial-and-error integration."],"error_quality":0.0}