{"id":"shizheng-mcpdemo-server","name":"shizheng-mcpdemo-server","homepage":"https://pypi.org/project/shizheng-mcpdemo-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","demo","ai-agents","tools","backend","developer-tools"],"what_it_does":"This package appears to be an MCP demo server (“shizheng-mcpdemo-server”). It likely provides one or more example MCP tools/endpoints intended to demonstrate how to run an MCP server and expose tool(s) to an AI agent.","use_cases":["Demonstrating MCP server setup and tool exposure","Building a starting point for custom MCP tools","Local development/testing of agent-to-tool interactions"],"not_for":["Production-grade deployments without further security hardening and validation","Handling sensitive data unless the server is configured and reviewed for security","High-availability requirements without documented reliability and operational practices"],"best_when":null,"avoid_when":null,"alternatives":["Using an official MCP server template (community or vendor-provided)","Building a small REST/GraphQL API with OpenAPI spec instead of MCP for non-agent clients","Using established tool frameworks/SDKs for MCP (if available in your ecosystem)"],"af_score":31.2,"security_score":32.5,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:44:43.223950+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 input, so auth requirements (if any) cannot be verified."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing details provided; treat as unknown (likely free for demo/dev)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.2,"security_score":32.5,"reliability_score":22.5,"mcp_server_quality":40.0,"documentation_accuracy":30.0,"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":0.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"Security posture cannot be confirmed from the provided information. As a demo MCP server, risks include missing auth, insufficient input validation, lack of rate limiting, and verbose logging of sensitive data if not configured.","uptime_documented":0.0,"version_stability":40.0,"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":["Demo servers often omit robust error codes, retries, and rate-limit handling; agents may need defensive parsing and backoff.","If tool inputs are loosely validated, agents may trigger avoidable failures with malformed parameters.","Without documented idempotency, repeated tool calls may cause duplicated effects if any tool performs writes."]}}