{"id":"aise-workshop-mcp-server-examples","name":"mcp-server-examples","homepage":null,"repo_url":"https://github.com/aise-workshop/mcp-server-examples","category":"devtools","subcategories":[],"tags":["mcp","model-context-protocol","examples","java","node","python","configuration","devtools"],"what_it_does":"Provides example MCP server configurations and a small example test payload, illustrating how to launch different MCP servers (filesystem, greeting/echo, weather) via a local command-based setup. No production service behavior or API endpoints are described beyond the example configuration.","use_cases":["Setting up an MCP client/host to launch and connect to example MCP servers","Developing or testing MCP tooling with multiple example servers","Learning how to structure MCP server launch commands across different runtimes (node/python/java)"],"not_for":["Running a secure, production-grade MCP platform as-is","Handling authenticated/authorized access to sensitive data","Offering a documented, stable SDK or REST/GraphQL API for programmatic integration"],"best_when":"You need reference configurations to bootstrap MCP server connectivity and local testing in a development environment.","avoid_when":"You require robust documentation, explicit auth/rate-limit/error contracts, or guarantees about operational reliability and backward compatibility.","alternatives":["Use the official MCP SDKs and server templates (e.g., modelcontextprotocol java-sdk and associated server examples)","Spring AI MCP integration examples","Community-maintained MCP server repositories with documented interfaces and operational guidance"],"af_score":36.5,"security_score":7.0,"reliability_score":12.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:50:37.924695+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","JavaScript","Python","Kotlin"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication mechanisms are described for the example servers."},"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; repository appears to be examples only."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":36.5,"security_score":7.0,"reliability_score":12.5,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"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":20.0,"secret_handling":20.0,"security_notes":"No information is provided about transport security (TLS), authentication/authorization, or secret handling. The example filesystem server (disabled in the snippet) suggests potential local file access risks if enabled; therefore it should be treated as high-risk for production unless tightly sandboxed and access-controlled.","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":["Example configuration contains hard-coded local filesystem paths and machine-specific values, which will not work unchanged in other environments.","No explicit tool list/capabilities are shown; an agent may need additional probing via MCP initialize/handshake to discover available tools.","One sample indicates a server is disabled; ensure the host respects the disabled flag and does not try to start it."]}}