{"id":"bootcamptoprod-spring-boot-ai-confluence-mcp-server","name":"spring-boot-ai-confluence-mcp-server","homepage":"https://bootcamptoprod.com/build-mcp-servers-with-spring-boot-ai/","repo_url":"https://github.com/BootcampToProd/spring-boot-ai-confluence-mcp-server","category":"ai-ml","subcategories":[],"tags":["mcp","model-context-protocol","spring-boot","confluence-cloud","spring-ai","tools","integration","java"],"what_it_does":"A Spring Boot Model Context Protocol (MCP) server example that connects to Confluence Cloud and exposes Confluence document management operations (e.g., listing spaces, creating documents, handling history) as MCP callable tools via @Tool annotations and tool registration.","use_cases":["Build an MCP-enabled Confluence Cloud integration for LLM agents","Have an MCP client (e.g., a desktop MCP client) call Confluence operations as tools","Prototype AI-assisted workflows for creating and managing Confluence pages/spaces"],"not_for":["Production deployments without verifying security configuration and operational behavior","Use cases requiring a fully documented, production-grade public API/SDK for third-party developers","Teams that require strict guarantees around pagination, retries, idempotency, and error codes based solely on the README provided"],"best_when":null,"avoid_when":null,"alternatives":["Direct Confluence Cloud REST API integration (with an LLM tool wrapper)","Other MCP servers or SDKs for Confluence/Atlassian (if available in your ecosystem)","Build a custom MCP server using a generic Spring Boot MCP framework + Confluence REST client"],"af_score":30.2,"security_score":39.5,"reliability_score":27.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:41:31.100700+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":["Java"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"README does not specify the Confluence authentication mechanism (e.g., API token/basic/OAuth) or any MCP server authentication/authorization controls."},"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":30.2,"security_score":39.5,"reliability_score":27.5,"mcp_server_quality":55.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":10.0,"tls_enforcement":60.0,"auth_strength":30.0,"scope_granularity":30.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"Based on provided README only: authentication method and secret-handling practices are not described. TLS enforcement for the MCP server and upstream Confluence calls cannot be confirmed from the README. Agents should assume the server will need Confluence credentials with careful handling and least-privilege permissions.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":50.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"unknown","retry_guidance_documented":false,"known_agent_gotchas":["README indicates tool-based document operations but does not describe pagination behavior, limits, or how MCP tool results map to Confluence API constraints.","No stated guidance on retries/backoff/idempotency for operations that create/update pages, so agents may accidentally duplicate work without extra safeguards.","No stated Confluence auth details or permission model, which can cause frequent authorization failures if misconfigured."]}}