{"id":"waldur-mcp-server","name":"waldur-mcp-server","af_score":32.2,"security_score":42.0,"reliability_score":17.5,"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.","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.","last_evaluated":"2026-04-04T21:39:43.974023+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_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"],"error_quality":0.0}