{"id":"yh-mcp-server-demo","name":"yh-mcp-server-demo","homepage":"https://pypi.org/project/yh-mcp-server-demo/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","demo","integration"],"what_it_does":"yh-mcp-server-demo appears to be a demo MCP server package (per name), intended to showcase how to expose tools via the Model Context Protocol. No README/repo metadata was provided here, so details about the actual tools, endpoints, auth, and behavior cannot be verified.","use_cases":["Demoing MCP server setup for agent tool-calling","Local/offline experimentation with MCP tool schemas","Educational example for integrating agents with MCP"],"not_for":["Production-grade integrations without reviewing the actual implementation and docs","Use cases requiring strong security/compliance guarantees without explicit evidence in the package"],"best_when":null,"avoid_when":null,"alternatives":["Generic MCP boilerplates/examples from MCP ecosystem","REST APIs with OpenAPI specs for agents (when MCP is not necessary)","Agent tool frameworks with well-documented SDKs"],"af_score":33.5,"security_score":34.5,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:37:30.683476+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 auth details provided. MCP servers may be local-only or may implement auth, but this cannot be determined from the supplied information."},"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; likely a free/open-source demo."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":33.5,"security_score":34.5,"reliability_score":22.5,"mcp_server_quality":45.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"No implementation details provided. For an MCP server, key risks typically include accidental exposure of local credentials/secrets and missing transport/auth hardening. Scores are therefore conservative due to missing evidence.","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":["As documentation/tools are not provided here, agent behavior (tool names, schemas, and error formats) is unknown.","Demo MCP servers sometimes omit robust structured errors/retry guidance; agents may need defensive handling."]}}