{"id":"dzplus-ai-mcp-server","name":"ai-mcp-server","homepage":null,"repo_url":"https://github.com/dzplus/ai-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","agent-tools","spring-boot","java","api-integration","backend"],"what_it_does":"A Java-based MCP server project (Spring Boot) intended to expose a set of functions via an MCP server, as suggested by the repository description. No README, API contract, or operational details were provided in the input.","use_cases":["Providing MCP tools to an AI agent runtime for calling backend functions","Bridging existing Spring Boot services to agent workflows via MCP"],"not_for":["Production use without verifying the MCP tool list, schemas, and error semantics","Workloads requiring strong documented security controls and operational guarantees based on incomplete metadata"],"best_when":null,"avoid_when":null,"alternatives":["Use a well-documented MCP server template or reference implementation from established MCP ecosystems","Expose a REST API with an OpenAPI spec and use an agent connector with known tooling","Use existing integration frameworks that support MCP with stronger documentation and test coverage"],"af_score":25.2,"security_score":25.5,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:03:01.250522+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":null},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":null},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":25.2,"security_score":25.5,"reliability_score":20.0,"mcp_server_quality":35.0,"documentation_accuracy":20.0,"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":"Security posture cannot be assessed from the provided metadata alone (no TLS/auth/secret handling configuration, dependency list, or guidance). Spring Boot is common, but this evaluation is limited to available facts.","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":["No tool schemas, transport details, or error semantics provided in the input; agent behavior may be brittle without explicit MCP tool definitions.","Authentication/authorization behavior is unknown from the provided metadata; agents may fail or over-permission if assumptions are wrong."]}}