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Market around k8m

Open-source Kubernetes AI dashboard for developers and operators. It connects to user-provided language models, provides Kubernetes management agents and MCP tools, and supports multi-cluster administration, diagnostics, inspections, and controlled cluster operations.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
k8m · Pro
No Pro plan
—
Pro-platform median
—
insufficient comparable pricing
vs Pro platforms
No comparison
k8m doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
61st pctile
261 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 2 of 5 providers priced · log scale · $41.58 → $49/mo
Platforms◻ shaded = middle 50% · line = median (all types)k8m has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches k8m's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

PPlatforms12Ranked by similarity
k8mthis listing
● PLATFORM
no public price
Magertron
● PLATFORM84% similar
$41.58/mo Pro
Oops Kubernetes
● PLATFORM82% similar
no public price
Kagent
● PLATFORM79% similar
no public price
Testkube
● PLATFORM78% similar
$700 usage Pro
not monthly-comparable
Portus
● PLATFORM77% similar
no public price
Open Agent Primitives
● PLATFORM76% similar
no public price
Centian
● PLATFORM74% similar
no public price
Kubeopencode
● PLATFORM74% similar
no public price
Cordium
● PLATFORM73% similar
no public price
agentwares
● PLATFORM73% similar
$49/mo Pro
Flux Operator
● PLATFORM73% similar
no public price
MMCP servers33Ranked by similarity
Kubemetes Introducing
● MCP87% similar
no Pro plan
entry $200/mo
K8s Mcp Server 2
● MCP87% similar
no public price
K8s Pilot
● MCP86% similar
no public price
Radar
● MCP84% similar
no public price
kubectl-mcp-server
● MCP83% similar
no public price
K8s-AIops
● MCP83% similar
no public price
mcp-k8s-eye
● MCP83% similar
no public price
Mcp Server Kubernetes
● MCP83% similar
no public price
clusterport
● MCP82% similar
no public price
Muster
● MCP80% similar
no public price
Kubernetes
● MCP80% similar
no public price
MCP K8S Go
● MCP80% similar
no public price
MCP K8s Observability
● MCP79% similar
no public price
K8s
● MCP79% similar
no public price
Kubernetes MCP Server
● MCP79% similar
no public price
Mcp Kubernetes
● MCP78% similar
no public price
MCP-AgentGym
● MCP77% similar
no public price
k8s-troubleshoot-mcp
● MCP77% similar
no public price
zopdev
● MCP76% similar
no public price
helm-mcp
● MCP76% similar
no public price
kube-mcp
● MCP75% similar
no public price
Kubescout MCP
● MCP75% similar
no public price
阿里云容器服务 MCP Server (ack-mcp-server)
● MCP75% similar
no public price
kube-sentinel-mcp
● MCP74% similar
no public price
AiStackOps
● MCP74% similar
no public price
kubelint-mcp
● MCP74% similar
no public price
Ankra MCP Server
● MCP74% similar
€28.01 usage Pro
not monthly-comparable
Kubeshark
● MCP74% similar
no public price
kube-noob
● MCP73% similar
no public price
EpiDash
● MCP73% similar
no public price
Mcp Center
● MCP73% similar
no public price
Harness Canopy
● MCP73% similar
no public price
Kube Check MCP
● MCP73% similar
no public price
AAgents4Ranked by similarity
KubeStellar Console
● AGENT84% similar
no public price
Zillion Agent
● AGENT74% similar
no public price
Local K8s Ai Agent
● AGENT74% similar
no public price
SkyPortal Agent
● AGENT73% similar
no public price
OOther1Ranked by similarity
MCP::K8s
● OTHER79% similar
no public price

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.