{"id":"starlake-mcp-server","name":"starlake-mcp-server","homepage":"https://pypi.org/project/starlake-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-integration","star-lake"],"what_it_does":"Evaluates an MCP server implementation (“starlake-mcp-server”) intended to expose StarLake-related capabilities to MCP-capable agents. The provided prompt includes only the package name, with no README/repo metadata or manifest content to analyze for supported tools, endpoints, auth, or behavior.","use_cases":[],"not_for":["Making security or integration decisions without inspecting the repository/README for actual MCP tools, transport details, and authentication requirements."],"best_when":null,"avoid_when":null,"alternatives":["Use the official StarLake/StarLake-compatible APIs directly (REST/SDK) if available, rather than an unknown MCP wrapper.","Use other MCP servers with documented tool schemas, auth model, and clear operational guidance."],"af_score":28.2,"security_score":34.0,"reliability_score":15.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:43:43.005768+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":"Authentication/authorization mechanisms are not provided in the supplied data. MCP servers commonly rely on upstream StarLake credentials or environment configuration; however, no observable facts are available here."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing information not provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":28.2,"security_score":34.0,"reliability_score":15.0,"mcp_server_quality":35.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":30.0,"scope_granularity":30.0,"dependency_hygiene":30.0,"secret_handling":30.0,"security_notes":"No repository/README content was provided to verify TLS enforcement, auth approach (API keys/OAuth), scope granularity, dependency health, or secret handling practices.","uptime_documented":0.0,"version_stability":20.0,"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":["Without tool schemas and examples, an agent may mis-handle required parameters or assume unsupported operations."]}}