{"id":"yinian-mcp-server-demo","name":"yinian-mcp-server-demo","homepage":"https://pypi.org/project/yinian-mcp-server-demo/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","demo","integration-example"],"what_it_does":"A demo MCP server package intended to showcase how to expose tools via the Model Context Protocol (MCP). The provided information contains only the package name and no README/repo details, so concrete tool behavior cannot be verified.","use_cases":["Demonstrating MCP integration patterns for agent tool-calling","Teaching/learning how to stand up an MCP server and register tools","Prototyping agent workflows that call external functions through MCP"],"not_for":["Production use where security and reliability requirements are strict without further documentation/review","Environments requiring enterprise-grade auth, auditability, and operational SLAs (not evidenced here)","Use cases needing a REST/GraphQL/SDK contract (not evidenced here)"],"best_when":"You are experimenting with MCP tooling and want a lightweight server skeleton or example to adapt.","avoid_when":"You need a fully documented, production-ready API with clear error contracts, authentication, rate limits, and operational guarantees.","alternatives":["Build an MCP server from the official MCP reference implementations/docs","Use a managed tool platform or API gateway that provides OpenAPI/SDKs and stable auth/error contracts","Use direct REST APIs with OpenAPI + SDKs when available"],"af_score":28.8,"security_score":30.0,"reliability_score":12.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:37:28.635734+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 supplied content, so auth requirements cannot be assessed."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing or hosting model was provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":28.8,"security_score":30.0,"reliability_score":12.5,"mcp_server_quality":45.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":30.0,"scope_granularity":10.0,"dependency_hygiene":30.0,"secret_handling":40.0,"security_notes":"Because only the package name is provided and no implementation/documentation is included, TLS/auth/scope/secret practices cannot be validated. Treat as unverified until you review the server code, configuration, and any deployment guidance.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":0.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No tool list, input/output schemas, or error semantics were provided; agent behavior may require additional inspection of the repo/code.","If the demo server implements non-idempotent actions, agents may need manual safeguards before retries (not evidenced either way)."]}}