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Market around Armor

Data observability for AI agents. Query alerts, monitor freshness, investigate schema drift, and trace lineage across your data warehouse via 53 MCP tools.

Visit smithery.ai ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
armor · Pro
No Pro plan
—
Pro-MCP server median
$49
across 3 priced MCP servers
vs Pro MCP servers
No comparison
armor doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
38th pctile
9 competing vendors
Comparable listings · 30d
Flat
based on 3 comparable products with price history
MCP servers · Pro median
$49/mo
3 priced · —–— mid 50%
Platforms · Pro median
$59.5/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 12 of 16 providers priced · log scale · $5 → $400/mo
Agents MCP servers APIs Platforms Other◻ shaded = middle 50% · line = median (all types)armor has no comparable Pro price — not plotted

Products in this market

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

MMCP servers31Ranked by similarity
AR
Armorthis listing
● MCP
no public price
Appsignal
● MCP80% similar
no public price
Datadog
● MCP80% similar
no public price
AI-SRE
● MCP78% similar
no public price
New Relic Ai
● MCP78% similar
no public price
Auralogs
● MCP78% similar
$49/mo Pro
0% vs Pro median
Oleander
● MCP77% similar
$300/mo Pro
+512% vs Pro median
MetricSign
● MCP76% similar
no public price
MCP K8s Observability
● MCP76% similar
no public price
OpenObserve Read-only MCP
● MCP76% similar
no public price
Jdatamunch
● MCP76% similar
no public price
Metricairn
● MCP75% similar
no public price
Grafana MCP
● MCP75% similar
no public price
Glimind
● MCP75% similar
$49/mo Pro
0% vs Pro median
Db
● MCP75% similar
no public price
Metabase Ai Assistant
● MCP74% similar
no public price
Schemity
● MCP74% similar
no Pro plan
entry $6/mo
Datahub
● MCP74% similar
no public price
Infrastructure
● MCP74% similar
no public price
Diagram Loom
● MCP74% similar
no public price
Mongodb
● MCP74% similar
no public price
PRD Ops Lens MCP
● MCP74% similar
no public price
Signal Oracle
● MCP74% similar
no public price
Monte Carlo
● MCP74% similar
no public price
Thingd
● MCP74% similar
no public price
A02 Career Data MCP
● MCP74% similar
no public price
CloudCrane Workspace MCP
● MCP73% similar
no Pro plan
entry $49/mo
SQAI MCP
● MCP73% similar
no public price
Opentrace
● MCP73% similar
no public price
Cloud DevOps MCP Server
● MCP73% similar
no public price
Agent Trace MCP
● MCP73% similar
no public price
OOther4Ranked by similarity
Agentpulse
● OTHER80% similar
no public price
Agentell
● OTHER76% similar
$30/mo Pro
AgentDynamics
● OTHER74% similar
no public price
Clawmetry
● OTHER73% similar
$15.83/mo Pro
PPlatforms11Ranked by similarity
Agnys
● PLATFORM77% similar
no Pro plan
entry $49/mo
ContextIQ
● PLATFORM75% similar
$5/mo Pro
-92% vs Pro median
Logwick
● PLATFORM75% similar
$29/mo Pro
-51% vs Pro median
Scorecard
● PLATFORM75% similar
no public price
Agentcat
● PLATFORM74% similar
$90/mo Pro
+51% vs Pro median
Kayba
● PLATFORM74% similar
no public price
Monte Carlo Agent Observabilit
● PLATFORM73% similar
no public price
Agentic Evaluation Platform
● PLATFORM73% similar
no public price
Agentwatch 2
● PLATFORM73% similar
no Pro plan
entry $49/mo
Langsmith
● PLATFORM73% similar
$39/mo Pro
-34% vs Pro median
Litefuse
● PLATFORM73% similar
$199/mo Pro
+234% vs Pro median
AAPIs2Ranked by similarity
Agent Observability
● API76% similar
$50/mo Pro
Obz
● API75% similar
no public price
AAgents1Ranked by similarity
The Context Company
● AGENT75% similar
$400/mo Pro
FFrameworks1Ranked by similarity
Daemon8
● FRAMEWORK73% 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.