{"id":"ysher-mcp-server-demo","name":"ysher-mcp-server-demo","homepage":"https://pypi.org/project/ysher-mcp-server-demo/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","demo","developer-experience"],"what_it_does":"ysher-mcp-server-demo appears to be a demo MCP server package (likely demonstrating how to expose tools to an AI agent via the Model Context Protocol). However, no README/repo details, endpoints, tool list, or configuration instructions were provided in the input, so the concrete tool behavior and interface details cannot be verified.","use_cases":["Demoing MCP (Model Context Protocol) server integration for agents","Providing example MCP tooling scaffolding for local development","Testing agent-to-tool calling patterns using MCP"],"not_for":["Production deployment without reviewing security, authentication, and operational hardening","Handling sensitive data unless the MCP server’s transport/authZ model is confirmed","Use cases requiring guaranteed pagination, retries, idempotency semantics, or formal API contracts (not evidenced)"],"best_when":null,"avoid_when":null,"alternatives":["Official MCP server/client tooling and examples from the MCP ecosystem","Building a custom MCP server with a well-documented contract and typed tool schemas","If REST/SDK is preferred: using a service with OpenAPI + SDKs instead of MCP"],"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":"2026-04-04T21:37:18.807716+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/authorization details were provided, so auth method and scope model cannot be determined."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing/billing information was provided."},"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":45.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":40.0,"security_notes":"No transport/authZ configuration details were provided. As a demo MCP server, it may be intended for local use; verify TLS enforcement, authentication, and secret-handling behavior before exposing externally.","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":["Because this is labeled as a demo and no tool schemas or operational docs were provided, agents may encounter undocumented tool parameters, unexpected runtime errors, or missing guidance for retries/timeouts.","Without evidence of idempotency guarantees, agents should avoid re-calling non-idempotent tools on failures/timeouts."]}}