{"id":"puzzle-academy-mcp-server","name":"puzzle-academy-mcp-server","homepage":"https://pypi.org/project/puzzle-academy-mcp-server/","repo_url":null,"category":"ai-ml","subcategories":[],"tags":["mcp","ai-agents","integration","puzzle-academy"],"what_it_does":"MCP server package intended to expose “Puzzle Academy” capabilities to AI agents via the Model Context Protocol (MCP). Based on the provided package name only, the exact tool set, configuration, and endpoints are not verifiable from the prompt.","use_cases":["Let an AI agent interact with Puzzle Academy-related workflows/content through MCP tools","Integrate Puzzle Academy functions into agentic automations and research workflows"],"not_for":["Use as a general-purpose puzzle platform without verifying supported MCP tools","Production use without confirming authentication, rate limits, and operational characteristics in the repository/documentation"],"best_when":null,"avoid_when":null,"alternatives":["Direct integration with the Puzzle Academy backend/API (if available)","Use a different MCP server or existing SDK/integration specific to your target Puzzle Academy features"],"af_score":34.0,"security_score":35.5,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:47:29.789445+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication details were provided in the prompt content; cannot confirm whether the MCP server requires auth, supports API keys, or runs locally without auth."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing information not provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":34.0,"security_score":35.5,"reliability_score":20.0,"mcp_server_quality":45.0,"documentation_accuracy":25.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":20.0,"tls_enforcement":40.0,"auth_strength":30.0,"scope_granularity":30.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"No security-related repository facts were provided. Scores reflect uncertainty: MCP servers often run over HTTPS/WebSocket depending on deployment; authentication/authorization and secret handling cannot be verified from the prompt alone.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Without repository/docs, MCP tool schemas, required arguments, and error formats may be unclear to the agent","MCP servers sometimes assume a specific runtime (Node/Python) and environment variables; mismatches can cause agent failures","Lack of confirmed rate-limit/error-code guidance can lead agents to retry incorrectly or overwhelm the service"]}}