{"id":"sak-2025-product-mcp-server","name":"product_mcp_server","homepage":null,"repo_url":"https://github.com/sak-2025/product_mcp_server","category":"devtools","subcategories":[],"tags":["mcp","ai-agents","integration","java"],"what_it_does":"MCP server package (Java) intended to expose “product” capabilities through the Model Context Protocol, based on the repository name/description only; no README or source details were provided to verify specific tools or behavior.","use_cases":["Integrating a Java-based MCP server into an AI agent workflow","Providing agent-accessible “product” data or actions via MCP tools"],"not_for":["A production integration where exact MCP tool contracts, endpoints, and auth requirements must be verified from documentation","Replacing a full backend API/SDK that’s documented with OpenAPI/REST or a managed platform"],"best_when":null,"avoid_when":null,"alternatives":["Using a well-documented MCP server with published tool schemas and examples","Wrapping the underlying product service with a REST/GraphQL API plus an OpenAPI spec for easier agent integration","Using an existing MCP-compatible integration from a maintained vendor/community"],"af_score":31.5,"security_score":29.0,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:02:31.494827+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 (no README/manifests). MCP servers commonly run locally or require process-level auth, but this cannot be confirmed here."},"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."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.5,"security_score":29.0,"reliability_score":22.5,"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":20.0,"tls_enforcement":40.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":30.0,"security_notes":"No repository code/README was provided to validate TLS/auth/secret handling/dependency hygiene. Scores reflect uncertainty rather than confirmed safety controls.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":20.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No tool list/schema provided, so agents may not know required inputs/outputs.","No documented retry/idempotency behavior; agents may repeat actions unintentionally.","No rate-limit or throughput guidance provided; agents may overwhelm the server."]}}