{"id":"45645678a-scholar-mcp","name":"scholar-mcp","af_score":42.8,"security_score":41.0,"reliability_score":25.0,"what_it_does":"MCP (Model Context Protocol) server package intended to provide “scholar”/academic research capabilities to an MCP-capable agent. Provides a programmatic interface for research-oriented tools (exact endpoints/tools not provided in the prompt content).","best_when":null,"avoid_when":null,"last_evaluated":"2026-03-30T13:49:09.638385+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Because tool list/behavior is not provided here, agents may need to handle unknown input/output schemas and possible network failures themselves.","If the MCP server performs outbound calls to third-party scholar sources, agents should expect rate limits and intermittent availability (no evidence provided here about retry/backoff semantics)."],"error_quality":0.0}