{"id":"wgk-mcp-server-demo","name":"wgk-mcp-server-demo","homepage":"https://pypi.org/project/wgk-mcp-server-demo/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","demo","llm-integration","developer-experience"],"what_it_does":"wgk-mcp-server-demo appears to be a demo/example MCP server package intended to showcase how to expose tools via the Model Context Protocol (MCP).","use_cases":["Integrating an LLM agent with an MCP-compatible tool runtime","Demonstrating how to build or wire up an MCP server","Rapid prototyping of agent tool calls in a local/dev environment"],"not_for":["Production systems needing strong auth, governance, and audited reliability guarantees","Use as a drop-in managed API service (if you need hosted endpoints, SLAs, and billing)"],"best_when":"You want a lightweight reference implementation to quickly understand MCP server structure and agent-tool integration.","avoid_when":"You need robust production-grade security controls and detailed operational documentation for API access, errors, and rate limits.","alternatives":["Use an MCP server template/repo with production-grade documentation and testing","Use a purpose-built hosted API/SDK (if you need managed reliability and auth/rate-limit guarantees)","Build a small REST API with OpenAPI + SDKs instead of MCP for simpler agent integration"],"af_score":29.8,"security_score":36.5,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:39:17.088642+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":[],"oauth":false,"scopes":false,"notes":"No authentication details were provided in the provided package information, so auth requirements and enforcement cannot be confirmed."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing information is not provided; assumed as a code/demo repository rather than a hosted paid API."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":29.8,"security_score":36.5,"reliability_score":20.0,"mcp_server_quality":35.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"No concrete security implementation details were provided. As a demo server, it may lack strong auth, scoped permissions, and clear secret-handling guarantees; validate TLS/auth/logging and dependency posture before use.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["If tools are demo-grade, assume incomplete tool coverage and limited edge-case handling.","Agents may retry on failure; without documented retry/idempotency guidance, retries could be unsafe depending on tool side effects."]}}