{"id":"yash-a11y-mcp-server","name":"mcp_Server","homepage":null,"repo_url":"https://github.com/yash-a11y/mcp_Server","category":"ai-ml","subcategories":[],"tags":["mcp","spring-boot","goose","ai-agent","mcp-client","integration"],"what_it_does":"A minimal README describing how to integrate a Spring Boot application with the Model Context Protocol (MCP) using Spring AI MCP client components, and how to run the resulting JAR with the Goose agent (via a shell script extension).","use_cases":["Running a Spring Boot application as an extension for an AI agent workflow (Goose + MCP integration)","Prototyping MCP connectivity from a Spring Boot service using Spring AI's MCP client starter"],"not_for":["A complete, production-ready MCP server implementation (no server endpoints/tools are described here)","Use cases requiring documented auth, rate limiting, or a stable API contract from this repository alone"],"best_when":"You already know MCP/Spring AI integration basics and want a lightweight starting point for local/WSL execution with Goose.","avoid_when":"You need a fully documented MCP server (tool schemas, transport details, error codes) or any security/compliance guarantees from this package alone.","alternatives":["Use Spring AI MCP client boot starter documentation directly (as referenced)","Check for a dedicated, documented MCP server implementation with published tool schemas"],"af_score":28.2,"security_score":0.0,"reliability_score":12.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:03:17.551892+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":"No authentication mechanism is described in the provided README."},"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":28.2,"security_score":0.0,"reliability_score":12.5,"mcp_server_quality":15.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":100.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":0.0,"scope_granularity":0.0,"dependency_hygiene":0.0,"secret_handling":0.0,"security_notes":"No security-relevant implementation details are present in the provided content (no TLS, auth, secrets management, or dependency/version information). The README only covers local run steps.","uptime_documented":0.0,"version_stability":20.0,"breaking_changes_history":20.0,"error_recovery":10.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["README does not specify MCP server transport details, tool names/schemas, or how Goose discovers/connects to MCP—agents may not be able to use it without additional repository context.","The provided run script is a generic JAR invocation; without configuration details (ports, environment variables, MCP endpoints), runtime behavior may vary."]}}