{"id":"shopkeeper-calculate-mcp-server","name":"shopkeeper-calculate-mcp-server","homepage":"https://pypi.org/project/shopkeeper-calculate-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","calculations","shopkeeper"],"what_it_does":"An MCP server package intended to calculate shopkeeper-related values (e.g., arithmetic/estimation utilities) and expose them to an MCP-capable agent via MCP tools. The provided prompt does not include README/repo contents, so the exact operations/tools exposed cannot be verified.","use_cases":["Letting an MCP-capable agent perform deterministic calculations for a shopkeeper domain workflow","Embedding calculation utilities in agent reasoning without re-implementing the math logic in the agent"],"not_for":["Mission-critical financial/accounting calculations without independent verification","Use as a general-purpose data store or business process system","Handling sensitive operations (no auth/security details provided)"],"best_when":null,"avoid_when":null,"alternatives":["Implement calculations directly in the agent/tooling layer (e.g., a small deterministic function library)","Use a generic math/calculation MCP server (if available) rather than a domain-specific one","REST/SDK-based calculation services (if you need HTTP-first integration)"],"af_score":41.5,"security_score":32.0,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:44:40.660413+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; MCP servers sometimes run locally/in-process without auth, but this 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 information provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":41.5,"security_score":32.0,"reliability_score":22.5,"mcp_server_quality":45.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":90.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":40.0,"scope_granularity":0.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"No repository/security documentation provided. Since MCP deployments vary (local vs hosted), TLS/auth/secret handling cannot be confirmed from the prompt alone.","uptime_documented":0.0,"version_stability":40.0,"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":["No tool list/schema provided in the prompt, so the agent may not know parameter names/types","No guidance provided on retries/timeouts or deterministic behavior"]}}