{"id":"serverz-mcp","name":"serverz-mcp","homepage":"https://pypi.org/project/serverz-mcp/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-runtime","integration","tools","server"],"what_it_does":"MCP-focused server package intended to expose tools to AI agents via the Model Context Protocol (MCP). Specific tool surface, configuration, and docs were not provided in the prompt, so evaluation is based only on the package name/repo identifier.","use_cases":["Connecting an LLM/agent runtime to custom backend capabilities using MCP tools","Rapid integration of internal services as MCP tools for agent workflows"],"not_for":["Production use without reviewing the repository’s actual interface, authentication, and operational behavior","Use cases requiring a guaranteed REST/GraphQL contract or official SDKs"],"best_when":null,"avoid_when":null,"alternatives":["Direct REST APIs with OpenAPI and SDKs","Community MCP servers from established vendors","Custom wrappers around your service using your existing API gateway"],"af_score":34.5,"security_score":33.5,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:44:46.796394+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 details were provided in the prompt. MCP servers commonly rely on transport-level security or custom headers; verify in repo docs/code."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing details were not provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":34.5,"security_score":33.5,"reliability_score":22.5,"mcp_server_quality":45.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":10.0,"tls_enforcement":40.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"No security/configuration information was provided. Security posture depends on whether the MCP server enforces HTTPS/TLS, uses strong auth (API keys/OAuth), avoids logging secrets, and correctly validates inputs for each tool.","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":["Without seeing tool schemas/descriptions, agents may not know required parameters or safe/unsafe operations.","If the server executes non-idempotent actions (e.g., writes) without idempotency keys, retries can cause duplicates.","Lack of documented error codes and retry semantics can lead to agent loops or premature failures."]}}