{"id":"yanan-mcp-server-package","name":"yanan-mcp-server-package","homepage":"https://pypi.org/project/yanan-mcp-server-package/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","integration"],"what_it_does":"A package named like an MCP server package, intended to expose tools to an MCP-capable host (Model Context Protocol). No repository README, manifest, or usage details were provided in the prompt, so concrete capabilities, tool surface, and operational behavior cannot be verified.","use_cases":["Integrating with an MCP-capable agent runtime to add tool access from this package to an LLM workflow","Providing agent tooling in a standardized way via MCP (if the package implements MCP server correctly)"],"not_for":["Production-critical integrations where tool behavior, auth, rate limits, and error formats are unknown","Environments requiring compliance/security guarantees not evidenced by documentation or configuration"],"best_when":null,"avoid_when":null,"alternatives":["Use established MCP servers with published docs/specs (e.g., community-maintained official connectors)","Use a REST API with OpenAPI and SDKs if available and better documented for agent integration","Wrap internal services behind a well-documented MCP gateway with explicit tool schemas"],"af_score":27.8,"security_score":32.8,"reliability_score":17.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:37:37.386291+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. MCP servers may or may not require auth; cannot be determined from the provided data."},"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."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":27.8,"security_score":32.8,"reliability_score":17.5,"mcp_server_quality":35.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":10.0,"tls_enforcement":40.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":35.0,"secret_handling":40.0,"security_notes":"No security-relevant implementation details were provided (TLS enforcement, auth model, logging/secret handling, dependency hygiene, etc.). Scores reflect uncertainty rather than confirmed safety.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Unverified MCP tool definitions/tool naming may cause runtime mismatches","Unknown error formats and lack of documented retry/idempotency guidance can lead to brittle agent loops","Missing rate-limit documentation may cause excessive retries or throttling"]}}