{"id":"prime-mcp-server","name":"prime-mcp-server","af_score":34.8,"security_score":52.5,"reliability_score":25.0,"what_it_does":"prime-mcp-server appears to be part of a Prime Intellect Python monorepo providing CLI/SDK functionality for GPU resource management, remote sandboxes, environments, pod lifecycle management, evaluations, and team context switching; authentication is handled via an API key via the CLI, and there is an MCP server component included in the repository (per manifest pythonpath), though the README content provided does not describe the MCP interface details.","best_when":null,"avoid_when":null,"last_evaluated":"2026-04-04T21:48:00.559763+00:00","has_mcp":true,"has_api":false,"auth_methods":["prime login","prime config set-api-key (interactive and non-interactive)","PRIME_API_KEY environment variable","prime config set-ssh-key-path (SSH key configuration)"],"has_free_tier":false,"known_gotchas":["MCP server/tooling specifics are not shown in the provided README, so an agent may need to inspect the repository/package to understand available tools, input/output schemas, and error behavior.","Pod creation/termination and evaluation push operations may not be idempotent; replays could create duplicate pods or duplicate uploads (no idempotency guidance is stated in the provided materials).","Non-interactive API key configuration may risk API key leakage via shell history (per README)."],"error_quality":0.0}