{"id":"ubox-mcp-server","name":"ubox-mcp-server","homepage":"https://pypi.org/project/ubox-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","integration","backend","automation"],"what_it_does":"MCP server package (\"ubox-mcp-server\") intended to expose some \"ubox\"-related functionality to AI agents via the Model Context Protocol (MCP).","use_cases":["Connect an AI agent to UBox capabilities/data through MCP tools","Automate workflows where an agent needs to create/read/update operations using UBox-backed tools"],"not_for":["Production systems requiring a well-specified, fully documented API contract without further verification","Use cases needing strong built-in enterprise auth/authorization and audit guarantees"],"best_when":null,"avoid_when":null,"alternatives":["Use a direct REST/GraphQL integration (if available from the upstream service)","Build a custom MCP server wrapper with explicit OpenAPI/tool schemas for your exact needs","Use another existing MCP server for the same upstream service (if available)"],"af_score":42.0,"security_score":40.5,"reliability_score":7.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:41:00.005676+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 prompt content, so auth method/scopes cannot be confirmed."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing details were provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":42.0,"security_score":40.5,"reliability_score":7.5,"mcp_server_quality":55.0,"documentation_accuracy":40.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":45.0,"rate_limit_clarity":30.0,"tls_enforcement":60.0,"auth_strength":35.0,"scope_granularity":20.0,"dependency_hygiene":45.0,"secret_handling":45.0,"security_notes":"No code/docs were included in the prompt, so scores are based on typical risks for wrapper MCP servers. Verify: TLS/HTTPS enforcement, secure secret handling (no logs), proper upstream auth, and safe handling of tool inputs to prevent prompt/tool injection issues.","uptime_documented":0.0,"version_stability":0.0,"breaking_changes_history":0.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tool schemas/parameter constraints may be incomplete, which can cause agents to pass incorrect arguments","If the MCP server is a thin wrapper, upstream API rate limits/timeouts may surface as tool failures without clear recovery guidance","Lack of documented idempotency may cause duplicate actions if the agent retries on ambiguity/errors"]}}