{"id":"ubidots-mcp-server","name":"ubidots-mcp-server","af_score":51.0,"security_score":54.8,"reliability_score":17.5,"what_it_does":"Provides an MCP (Model Context Protocol) stdio proxy that connects MCP clients to Ubidots, using an environment token (X_AUTH_TOKEN) and forwarding requests to an upstream MCP base URL (default https://mcp.ubidots.com/mcp).","best_when":"You want to connect an MCP-capable client (e.g., Claude Desktop) to Ubidots and can provide X_AUTH_TOKEN via environment variables.","avoid_when":"You need documented rate-limit behavior, strong/standardized OAuth scope controls, or explicit reliability/idempotency guarantees from the proxy implementation.","last_evaluated":"2026-04-04T21:41:09.031870+00:00","has_mcp":true,"has_api":false,"auth_methods":["Environment variable token via X_AUTH_TOKEN"],"has_free_tier":false,"known_gotchas":["This is a stdio proxy configuration—agents should be prepared to run as a subprocess and pass required env vars.","The upstream MCP base URL is configurable; incorrect MCP_BASE_URL will break tool calls.","Only X_AUTH_TOKEN is documented as required; missing token will prevent successful calls.","No explicit guidance is provided for retry/backoff behavior or idempotent handling of repeated MCP requests."],"error_quality":0.0}