{"id":"utility-mcp-server","name":"utility-mcp-server","homepage":"https://pypi.org/project/utility-mcp-server/","repo_url":"https://github.com/redhat-data-and-ai/utility-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","agent-tools","utility","developer-integration"],"what_it_does":"MCP server package (utility-mcp-server) intended to expose “utility” capabilities to AI agents via the Model Context Protocol. Specific tools/endpoints, configuration, and behavior were not provided in the input, so exact functionality cannot be verified.","use_cases":["Agent-driven operations that require external “utility” actions via MCP","Building agent tools/workflows that rely on standardized MCP integration","Rapid prototyping of agent tool access"],"not_for":["Production-grade integrations without reviewing the repo’s actual MCP tool definitions, auth/config, and error semantics","Use cases requiring a documented REST/GraphQL/SDK interface"],"best_when":null,"avoid_when":null,"alternatives":["Generic MCP servers that provide well-documented tools for the specific domain","Direct REST APIs (with OpenAPI spec) and official SDKs for the target service","Custom MCP server tailored to the exact utility actions needed"],"af_score":31.0,"security_score":41.0,"reliability_score":5.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:40:38.559507+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 included in the provided input; MCP servers commonly run with environment-based configuration or no auth for localhost, but this cannot be confirmed."},"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 an open-source utility MCP server, but not verifiable from the given input)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.0,"security_score":41.0,"reliability_score":5.0,"mcp_server_quality":40.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":30.0,"scope_granularity":30.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"Security cannot be assessed from the provided input because TLS/auth/secret handling/dependency details are not included. For MCP servers, validate that HTTPS/TLS is enforced where applicable, secrets are not logged, and tool implementations avoid prompt injection/unsafe execution paths.","uptime_documented":0.0,"version_stability":0.0,"breaking_changes_history":0.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Without explicit tool schemas and error contracts, agents may mis-handle validation failures and retries.","If auth/config is implicit or environment-only, automated agent deployments can fail unexpectedly without clear setup docs.","If the MCP server provides non-idempotent actions without guidance, retries on timeouts could cause duplicate side effects."]}}