{"id":"puzzle-apt-mcp-server","name":"puzzle-apt-mcp-server","homepage":"https://pypi.org/project/puzzle-apt-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","ai-agents","tooling","integration"],"what_it_does":"MCP server package intended to expose some puzzle-apt-related functionality to AI agents via the Model Context Protocol (MCP). This evaluation is based only on the package name/description provided here; no repository README, manifest, or interface details were supplied.","use_cases":["Allow an AI agent to call puzzle-apt related tools through MCP","Integrate puzzle-apt capabilities into an agent workflow (e.g., planning + tool execution)"],"not_for":["Production-grade integrations where the exact tool contracts, inputs/outputs, and error behavior must be verified from documentation","Use cases requiring strong, documented authentication/authorization and rate-limit guarantees"],"best_when":null,"avoid_when":null,"alternatives":["Direct REST API (if available) with OpenAPI spec and SDKs","A well-documented MCP server with published tool schemas and examples","Community implementations for the same puzzle-apt functionality (if independently maintained with stronger docs)"],"af_score":26.5,"security_score":25.5,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:47:29.947821+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 supplied input."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing/billing information was provided in the supplied input."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":26.5,"security_score":25.5,"reliability_score":20.0,"mcp_server_quality":35.0,"documentation_accuracy":25.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":30.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":30.0,"secret_handling":30.0,"security_notes":"No security implementation details (TLS, auth, secrets, dependency scanning) were provided in the supplied input. Scores reflect the lack of evidence rather than confirmed weaknesses.","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":["Tool names, schemas, and required parameters were not provided; agents may mis-call tools without clear tool contracts","No documented retry/idempotency guidance was provided, which can lead to duplicated actions on transient failures"]}}