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Market around mcp-ops-kb

A read-only Python MCP server for infrastructure incident diagnosis. It combines Komodo Core container telemetry, Prometheus metrics, and BM25 runbook search, returning consolidated findings and approved remediation commands to MCP-compatible agents.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
mcp-ops-kb · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
mcp-ops-kb doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
82nd pctile
675 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$49/mo
5 priced · $29–$79 mid 50%
Price spectrum · Pro plans · 8 of 11 providers priced · log scale · $15 → $199/mo
MCP servers Other◻ shaded = middle 50% · line = median (all types)mcp-ops-kb has no comparable Pro price — not plotted

Products in this market

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

OOther9Ranked by similarity
mcp-ops-kbthis listing
● OTHER
no public price
Project Airframe Operations
● OTHER78% similar
no public price
mcpspan
● OTHER75% similar
no public price
Tollgate
● OTHER74% similar
no public price
Problems
● OTHER74% similar
$30/mo Pro
mcp-telemetry
● OTHER74% similar
no public price
MCP Shadow
● OTHER74% similar
no public price
Mcpulse
● OTHER74% similar
$49/mo Pro
Mcp Observatory
● OTHER74% similar
no public price
MMCP servers38Ranked by similarity
Kubemetes Introducing
● MCP77% similar
no Pro plan
entry $200/mo
Deviceshelf
● MCP77% similar
no public price
MC
Mcpindex
● MCP77% similar
no public price
AI Agents MCP IT Ops
● MCP77% similar
no public price
ToolRush-MCP
● MCP76% similar
no public price
Uptimebolt
● MCP76% similar
$79/mo Pro
+61% vs Pro median
Muster
● MCP76% similar
no public price
T3 Watch
● MCP76% similar
no public price
Cortex 2
● MCP76% similar
no public price
onmcp
● MCP75% similar
no public price
Karma Domains MCP
● MCP75% similar
no public price
Forecall Kb
● MCP75% similar
$29/mo Pro
-41% vs Pro median
ContrastAPI
● MCP75% similar
$15/mo Pro
-69% vs Pro median
MCP Node Zig
● MCP75% similar
no public price
Zambo
● MCP75% similar
no public price
Flowlines
● MCP75% similar
$199/mo Pro
+306% vs Pro median
Jev Observatory
● MCP75% similar
no public price
研启计划EP MCP项目
● MCP75% similar
no public price
SA
Saturnsql
● MCP75% similar
$79/mo Pro
+61% vs Pro median
MCP Queen
● MCP75% similar
no public price
Infomaniak AI
● MCP75% similar
no public price
Genviral
● MCP75% similar
$49/mo Pro
0% vs Pro median
system-graph
● MCP74% similar
no public price
Novarithm Agent Hub
● MCP74% similar
no public price
ForenZX MCP Hub
● MCP74% similar
no public price
WE
Weathermcpmvk
● MCP74% similar
no public price
DO
dominion-observatory
● MCP74% similar
$29 one-time Pro
not monthly-comparable
Business Action Lab
● MCP74% similar
no public price
Sample MCP Server
● MCP74% similar
no public price
Desktop Commander
● MCP74% similar
no public price
MCP Operations Server
● MCP74% similar
no public price
Mcp Center
● MCP74% similar
no public price
Sovereign MCP Gateway
● MCP74% similar
no public price
mcpbridge
● MCP74% similar
no public price
MCP Server Inspector
● MCP74% similar
no public price
Domain Insights
● MCP74% similar
no public price
MCP-AgentGym
● MCP74% similar
no public price
MCP OpenTelemetry Gateway
● MCP74% similar
no public price
AAgents2Ranked by similarity
tienda-agente
● AGENT76% similar
no public price
toolfence
● AGENT74% similar
no public price
PPlatforms1Ranked by similarity
Honeybadger
● PLATFORM74% similar
no Pro plan
entry $26/mo

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.