Market around PRD Ops Lens MCP

A local stdio MCP server for incident responders and AI agents to query observability and DevOps providers, including Grafana, Prometheus, Loki, Uptime Kuma, CloudWatch, IAM, and PostHog, with validation, redaction, and audit logging.

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Explore the market

Prices and medians update for the tier you select.

Compare at

PRD Ops Lens MCP · Pro

No Pro plan

—

Pro-MCP server median

$100

across 7 priced MCP servers

vs Pro MCP servers

No comparison

PRD Ops Lens MCP doesn't sell Pro

ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.

Market density

34th pctile

6 competing vendors

Comparable listings · 30d

Flat

limited data · 1 priced comparable

MCP servers · Pro median

$100/mo

7 priced · $59–$250 mid 50%

Price spectrum · Pro plans · 6 of 9 providers priced · log scale · $29 → $300/mo

Agents MCP servers◻ shaded = middle 50% · line = median (all types)PRD Ops Lens MCP has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches PRD Ops Lens MCP's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers18Ranked by similarity