{"id":"wxo-bootcamp-mcp-server","name":"wxo-bootcamp-mcp-server","homepage":"https://pypi.org/project/wxo-bootcamp-mcp-server/","repo_url":"https://github.com/Nniol/wxo-bootcamp-mcp-server","category":"ai-ml","subcategories":[],"tags":["mcp","model-context-protocol","data-access","python","sse","stdio","demo","bootcamp","hospital-data"],"what_it_does":"Provides an MCP server (Hospital Data MCP Server) that exposes access to an included, entirely fictional hospital dataset via Model Context Protocol. It supports both SSE (server-sent events) and STDIO transports and includes guidance for running and testing with the MCP Inspector.","use_cases":["Expose a small, fictional dataset to LLM agents via MCP for bootcamp/demo purposes","Build MCP-based tools that query or explore tabular/structured data (e.g., analytics, Q&A)","Local development/testing of MCP server integrations using MCP Inspector (SSE/STDIO)","Educational examples for deploying MCP servers (including containerization on Code Engine)"],"not_for":["Production use for sensitive or real medical data (dataset is stated to be made up)","Strict compliance use cases requiring documented security controls, auditability, and formal operational guarantees","Environments needing public, well-specified REST/GraphQL APIs, SDKs, or enterprise auth/authorization flows"],"best_when":"You want a lightweight MCP server to demonstrate agent-to-data connectivity with a known transport (SSE or STDIO) in a controlled environment.","avoid_when":"You need strong security guarantees (auth, rate limiting, data access controls) or you require an explicitly documented API contract beyond the MCP interface.","alternatives":["Other MCP example servers from the MCP ecosystem (if available in your org)","Create a simple MCP server wrapper around your existing database/API using FastMCP and your own auth layer","Use a direct database/API integration (REST/GraphQL) if MCP is not required"],"af_score":32.0,"security_score":27.2,"reliability_score":17.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:38:30.537549+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":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["None mentioned for MCP transport usage in README (no auth configuration documented)"],"oauth":false,"scopes":false,"notes":"README does not describe any authentication/authorization for the MCP server. It appears intended for local/demo use; if deployed publicly, auth is likely not enforced unless implemented internally (not shown in provided content)."},"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; this is a self-hosted open-source style project per repo/README content."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":32.0,"security_score":27.2,"reliability_score":17.5,"mcp_server_quality":70.0,"documentation_accuracy":55.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":20.0,"rate_limit_clarity":0.0,"tls_enforcement":60.0,"auth_strength":10.0,"scope_granularity":0.0,"dependency_hygiene":45.0,"secret_handling":30.0,"security_notes":"Security posture is unclear from provided content. README shows no auth/authorization configuration and no mention of transport security details. Deployment instructions for Code Engine/Podman indicate network exposure patterns but do not document access controls. Python dependencies include pandas/fastmcp; no lockfile/CVE status provided in the provided data.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No authentication documented; agents deployed outside trusted networks may be able to call the server unintentionally if it is exposed.","Transport choice (SSE vs STDIO) affects deployment; the README provides run commands but not agent-side connection details beyond URL patterns.","No documented rate limits, pagination, or retry/backoff guidance in the provided README content.","Dataset is described as fictional; answers are not grounded in real hospital/medical records."]}}