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Market around AI-SRE

An autonomous SRE daemon and MCP server for multi-node infrastructure observability, security reconnaissance, incident alerting, and service self-healing. Provides AI agents with tools for health checks, metrics, recon, patrols, and alerts.

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Explore the market

Prices and medians update for the tier you select.

Compare at
AI-SRE · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
AI-SRE doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
81st pctile
427 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 4 of 6 providers priced · log scale · $5 → $99/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)AI-SRE has no comparable Pro price — not plotted

Products in this market

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

OOther2Ranked by similarity
AI-SREthis listing
● OTHER
no public price
agentpulse
● OTHER75% similar
no public price
MMCP servers31Ranked by similarity
infrastructure_mcp
● MCP84% similar
no public price
Diagram Loom
● MCP81% similar
no public price
kubernetes_mcp_server
● MCP79% similar
no public price
Pingo
● MCP79% similar
no public price
AR
armor
● MCP78% similar
no public price
incident_io_mcp
● MCP78% similar
no public price
deviceshelf
● MCP78% similar
€59 one-time Pro
not monthly-comparable
AlienGate AI MCP
● MCP78% similar
no public price
MCP K8s Observability
● MCP77% similar
no public price
Stand Pulse
● MCP77% similar
no public price
new_relic_ai_mcp
● MCP77% similar
no public price
Health Monitor MCP
● MCP77% similar
no public price
domotz_mcp_server
● MCP77% similar
$35/mo Pro
k8s-troubleshoot-mcp
● MCP77% similar
no public price
Quiet Menders
● MCP77% similar
no public price
k8s_mcp_server_2
● MCP76% similar
no public price
MCP Security Scanner Server
● MCP76% similar
no public price
MetricSign
● MCP76% similar
no public price
Kube Observer MCP
● MCP76% similar
no public price
mcp_server_kubernetes
● MCP76% similar
no public price
aws_security_mcp
● MCP76% similar
no public price
monte_carlo
● MCP75% similar
no public price
FleetQ
● MCP75% similar
$59/mo Pro
askomni_mcp_server
● MCP75% similar
no public price
datadog_mcp_server
● MCP75% similar
no public price
radar_mcp
● MCP75% similar
no public price
Shellit
● MCP75% similar
no public price
netdata_mcp
● MCP75% similar
no Pro plan
entry $5/mo
dechonet
● MCP75% similar
no public price
nmap_mcp
● MCP75% similar
no public price
osint_mcp
● MCP75% similar
no public price
AAgents5Ranked by similarity
agentsre_ai
● AGENT79% similar
no public price
ai_soc_agent
● AGENT76% similar
no public price
SkyPortal Agent
● AGENT76% similar
no public price
veirox_the_saas_ai_operator_fo
● AGENT75% similar
no public price
hyperprobe
● AGENT75% similar
$99/mo Pro
PPlatforms12Ranked by similarity
Middleware
● PLATFORM78% similar
no public price
Adaptive
● PLATFORM77% similar
no public price
ai_observability_platform_moni
● PLATFORM77% similar
no public price
kayba
● PLATFORM77% similar
no public price
Agentic Platform
● PLATFORM76% similar
no public price
siclaw
● PLATFORM76% similar
no public price
monte_carlo_agent_observabilit
● PLATFORM76% similar
no public price
kagent
● PLATFORM75% similar
no public price
mindgard
● PLATFORM75% similar
no public price
Microsoft Security Agents
● PLATFORM75% similar
no public price
agent_bom
● PLATFORM75% similar
no public price
ContextIQ
● PLATFORM75% similar
$5/mo Pro

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.