{"id":"waldur-mcp-server","name":"waldur-mcp-server","homepage":"https://pypi.org/project/waldur-mcp-server/","repo_url":null,"category":"infrastructure","subcategories":[],"tags":["mcp","waldur","agent-tools","automation","infrastructure"],"what_it_does":"waldur-mcp-server is an MCP server that exposes Waldur-related functionality as MCP tools so AI agents can invoke operations against a Waldur deployment through a standard MCP interface.","use_cases":["Letting an agent manage or operate a Waldur instance through tool calls","Automating common Waldur workflows (e.g., provisioning/management tasks) from an AI assistant","Integrating Waldur operations into agentic systems using MCP"],"not_for":["Browser-based human interaction without an agent/tooling layer","Direct consumption by systems that require REST/GraphQL/SDKs instead of MCP","Use cases needing guaranteed enterprise-grade observability/SLA without additional confirmation"],"best_when":"You have an existing Waldur deployment and want to enable AI agents to perform Waldur operations via MCP tool calls.","avoid_when":"You need well-defined REST/SDK interfaces, or you require documented auth/rate-limit/error semantics that are not provided by the package documentation you have.","alternatives":["Use Waldur’s native APIs (REST/GraphQL depending on your deployment) directly from your application","Wrap Waldur APIs in your own service layer with OpenAPI + robust auth/error handling","Use a different MCP server/provider that documents auth, tool schemas, and error/retry behavior more explicitly"],"af_score":32.2,"security_score":42.0,"reliability_score":17.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:39:43.974023+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 content, so auth method and scope granularity could not 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 information was not provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":32.2,"security_score":42.0,"reliability_score":17.5,"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":60.0,"auth_strength":40.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":50.0,"security_notes":"No specific security implementation details (TLS requirements, auth type, secret handling practices, dependency/Vuln status) were provided in the prompt content. Scores reflect uncertainty; you should verify how credentials are configured and whether the MCP server enforces HTTPS/TLS and least-privilege access.","uptime_documented":0.0,"version_stability":50.0,"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":["MCP tool calls may require careful handling of authentication/session configuration for your Waldur deployment","Without documented error codes/retry guidance, agents may need custom retry/backoff logic","If operations are non-idempotent (common for provisioning/actions), agents must avoid naive retries on failure"]}}