{"id":"sufy-mcp-server","name":"sufy-mcp-server","homepage":"https://pypi.org/project/sufy-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","ai-agents","server","integration","automation"],"what_it_does":"An MCP (Model Context Protocol) server package named sufy-mcp-server, intended to expose “Sufy” capabilities as MCP tools so AI agents can call them in a standardized way.","use_cases":["Agent-driven automation of Sufy-related actions via MCP tools","Connecting an LLM agent runtime to Sufy functions without bespoke integration per agent"],"not_for":["Direct end-user web/API consumption (unless separately wrapped)","High-assurance production use without reviewing the code, configuration, and deployment security"],"best_when":null,"avoid_when":null,"alternatives":["Using native vendor APIs/SDKs (if available) instead of an MCP wrapper","Building a custom MCP server tailored to your specific use case and auth/error requirements"],"af_score":42.2,"security_score":37.5,"reliability_score":23.8,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:43:18.759284+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 auth details were provided in the prompt content; auth expectations (if any) should be verified in the repository README/config."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information was provided; MCP server packages are typically self-hosted."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":42.2,"security_score":37.5,"reliability_score":23.8,"mcp_server_quality":55.0,"documentation_accuracy":45.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":20.0,"tls_enforcement":50.0,"auth_strength":30.0,"scope_granularity":30.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"Security posture cannot be confirmed from the provided prompt content. MCP servers should enforce TLS, authenticate requests, avoid logging secrets, and validate tool inputs; verify these in the repository code and deployment docs.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":35.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tool semantics (side effects/idempotency) may not be clearly documented—agents could re-run non-idempotent actions on retries.","Auth and environment configuration may be repository-specific; without explicit docs, agent integration can be fragile.","Tool schemas may be incomplete or inconsistently typed, causing agent call failures."]}}