{"id":"pathintegral-institute-mcp-science","name":"mcp.science","af_score":34.0,"security_score":39.5,"reliability_score":7.5,"what_it_does":"mcp.science is an MCP server package intended to expose “science” related tools/data to an AI agent via the Model Context Protocol (MCP). Specific tool capabilities, endpoints, and behavior are not provided in the prompt content, so the evaluation is based only on the package name/declared MCP nature.","best_when":"When you want standardized tool access from an LLM agent using MCP, and you will validate the actual exposed tools/parameters in the repository.","avoid_when":"When you need strict guarantees about authentication, rate limits, error formats, idempotency, or pagination—none of these are verifiable from the provided information.","last_evaluated":"2026-03-30T13:44:24.177066+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Because tool contracts aren’t provided here, the agent may need to be resilient to unexpected tool names/parameters and to validate returned data formats.","Scientific retrieval workflows can be sensitive to query formulation; without documented guidance, agents may produce inconsistent queries."],"error_quality":0.0}