{"id":"msftnadavbh-azurepricingmcp","name":"AzurePricingMCP","homepage":null,"repo_url":"https://github.com/msftnadavbh/AzurePricingMCP","category":"ai-ml","subcategories":[],"tags":["mcp","azure","pricing","cost-estimation","finops","python","api"],"what_it_does":"Provides an MCP server that lets AI assistants query Azure retail pricing, compare prices across regions/SKUs, estimate usage-based costs, and perform FinOps-oriented analyses (RI break-even, region recommendations, spot intelligence, and orphaned resource cost estimation).","use_cases":["Natural-language querying of Azure retail pricing","Cross-region/SKU cost comparisons","Monthly/yearly cost estimation from usage figures","Reserved Instance break-even analysis","SKU discovery with fuzzy matching","FinOps analyses such as spot eviction/price history and orphaned/underutilized resources (when Azure auth is available)","Pricing lookup for Azure OpenAI PTU sizing, Databricks DBU pricing, and GitHub pricing/cost estimation"],"not_for":["Authoritative billing/tax/invoice calculations (estimates only)","Use without network access to the underlying pricing sources","Handling secrets or sensitive Azure resource operations unless explicitly authenticated and scoped"],"best_when":"You need a local/hosted MCP toolset to enrich LLM workflows with Azure pricing and related cloud-cost catalogs in real time.","avoid_when":"You require an official, SLA-backed pricing/billing system or strict compliance guarantees without reviewing the server’s implementation and data handling.","alternatives":["Direct use of Azure Retail Prices API","Azure Pricing Calculator (manual/web)","Other FinOps pricing/optimization tools or SDKs","Custom scripts that call Azure retail prices API and transform results","Third-party pricing intelligence platforms (FinOps/FinTech-style)"],"af_score":58.2,"security_score":53.5,"reliability_score":35.0,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T15:23:23.285026+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":["None for Azure Retail Prices API (public endpoint)","Optional Azure authentication for auth-required tools (e.g., spot/orphaned resources)"],"oauth":false,"scopes":false,"notes":"README states the Azure Retail Prices API is publicly accessible and no authentication is required for the pricing endpoint. Some advanced tools mention 'requires Azure auth', implying separate auth flow for those capabilities, but exact method/scopes are not documented in the provided content."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No commercial pricing for the MCP server is described in the provided content; costs would primarily be the user’s own compute and any optional Azure API access for auth-required tools."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":58.2,"security_score":53.5,"reliability_score":35.0,"mcp_server_quality":80.0,"documentation_accuracy":75.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":70.0,"rate_limit_clarity":20.0,"tls_enforcement":80.0,"auth_strength":50.0,"scope_granularity":30.0,"dependency_hygiene":60.0,"secret_handling":50.0,"security_notes":"Security posture can’t be fully verified from the provided content. The core Azure Retail Prices endpoint is public (reducing auth risk there). However, optional Azure-auth-required tools imply handling of Azure credentials/tokens—exact secure storage/logging practices are not documented here. TLS is assumed for HTTPS endpoints but not explicitly stated. The dependency list includes several Azure SDK packages and web frameworks; without CVE/status data, dependency hygiene is scored conservatively.","uptime_documented":0.0,"version_stability":60.0,"breaking_changes_history":40.0,"error_recovery":40.0,"idempotency_support":"false","idempotency_notes":"No idempotency guarantees are described for MCP tools. Most tools appear to be read-only queries, which are typically idempotent, but this is not explicitly documented.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Authentication requirements vary by tool (some tools require Azure auth); an agent may attempt auth-required tools without credentials.","Spot/orphaned analyses depend on external data sources and may be sensitive to permissions/latency.","Natural-language inputs can trigger fuzzy SKU matching; results may vary if inputs are ambiguous."]}}