{"id":"akyyev-mcp-server-bookdata","name":"mcp-server-bookdata","homepage":null,"repo_url":"https://github.com/akyyev/mcp-server-bookdata","category":"ai-ml","subcategories":[],"tags":["mcp","spring-boot","java","rest-api","book-data","ai-integration"],"what_it_does":"A Spring Boot application that acts as an MCP (Model Context Protocol) server for managing/querying book data, with a REST API and configurable properties.","use_cases":["Providing an MCP server interface so AI agents can query book data","Book catalog/data management for demos or internal tooling","Extending the server with additional models/services"],"not_for":["Production deployments requiring strong auth, rate limiting documentation, and enterprise operational guarantees (not evidenced in the provided README)","Public internet exposure without verifying security configuration"],"best_when":"Used as a lightweight MCP server in a controlled environment (local dev, internal network) where developers can inspect and harden configuration.","avoid_when":"Avoid exposing it publicly before confirming authentication, TLS, and operational controls are correctly implemented.","alternatives":["OpenAPI-first REST services with an MCP adapter","Existing MCP book/catalog demo servers from trusted sources","Building a custom MCP server over a database-backed API using an MCP SDK"],"af_score":30.0,"security_score":21.8,"reliability_score":26.2,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:02:52.312497+00:00","interface":{"has_rest_api":true,"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":"The provided README does not mention authentication or authorization for the REST API or MCP server."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing model described (appears to be a self-hosted OSS project)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":30.0,"security_score":21.8,"reliability_score":26.2,"mcp_server_quality":45.0,"documentation_accuracy":40.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":30.0,"auth_strength":10.0,"scope_granularity":0.0,"dependency_hygiene":35.0,"secret_handling":40.0,"security_notes":"No security controls (authn/authz, TLS enforcement, rate limiting) are documented in the provided README. Dependency/security posture cannot be verified from the given information.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":50.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["README does not document the MCP server transport, advertised tools/resources, input/output schemas, or error behaviors—agents may need to inspect the code to integrate reliably.","No documented rate limits or retry/backoff guidance for agent traffic."]}}