{"id":"zhenwei-mcp-server","name":"zhenwei-mcp-server","homepage":"https://pypi.org/project/zhenwei-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agents","tool-calling","integration","automation"],"what_it_does":"MCP server package (zhenwei-mcp-server) intended to expose tools via the Model Context Protocol (MCP) so an agent can invoke server-side actions through MCP messages.","use_cases":["Enable an LLM agent to call backend tools through MCP","Create a standardized tool interface for automation workflows","Bridge an agent runtime to existing services through MCP tools"],"not_for":["Production-critical operations without reviewing the server implementation","Handling sensitive data without verifying transport/auth/logging behavior","Use as a drop-in security boundary (authz/rate limiting may be absent or undocumented)"],"best_when":null,"avoid_when":null,"alternatives":["Other MCP servers with stronger documentation and security posture","Direct REST/GraphQL APIs with OpenAPI specs and mature SDKs","Agent frameworks that support tool calling without MCP"],"af_score":28.8,"security_score":25.0,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:37:01.233936+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 were provided in the supplied content, so authentication method and scope granularity 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":"Pricing not provided (assumed self-hosted or unknown)."},"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":25.0,"reliability_score":22.5,"mcp_server_quality":40.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":30.0,"rate_limit_clarity":10.0,"tls_enforcement":30.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":20.0,"security_notes":"No implementation or documentation details were provided, so TLS requirements, authz model, logging behavior, and dependency security cannot be verified. Treat as untrusted until reviewed.","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":["MCP tool semantics (inputs/outputs, required params) must be validated against actual server implementation","Lack of documented rate limits may cause agents to trigger throttling or failures","Without documented idempotency, retries could duplicate side effects"]}}