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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 ↗
Pricing (2 buyer tiers · 4 plans)
As parsed from smithery.ai/pricing on 2026-08-24.

Explore the market

Prices and medians update for the tier you select.

Compare at
armor · Pro
No Pro plan
—
Pro-MCP server median
$300
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
69th pctile
183 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$300/mo
3 priced · $175–$1050 mid 50%
APIs · Pro median
$50/mo
1 priced · $50–$50 mid 50%
Platforms · Pro median
$64.5/mo
6 priced · $31.5–$96.75 mid 50%
Other · Pro median
$19/mo
1 priced · $19–$19 mid 50%
Price spectrum · Pro plans · 10 of 18 providers priced · log scale · $19 → $300/mo
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 servers29Ranked by relevance
AR
armorthis listing
● MCP · relevance 100%
no Pro plan
entry $10/mo
appsignal_mcp
● MCP · relevance 80%
no public price
datadog_mcp_server
● MCP · relevance 80%
no public price
new_relic_ai_mcp
● MCP · relevance 78%
no public price
Auralogs
● MCP · relevance 78%
$49/mo Pro
-84% vs Pro median
oleander
● MCP · relevance 77%
$300/mo Pro
0% vs Pro median
MetricSign
● MCP · relevance 76%
no Pro plan
entry $349/mo
jdatamunch
● MCP · relevance 76%
no public price
db_mcp
● MCP · relevance 75%
no public price
metabase_ai_assistant
● MCP · relevance 74%
no public price
datahub_mcp_server
● MCP · relevance 74%
no public price
infrastructure_mcp
● MCP · relevance 74%
no public price
mongodb_mcp_server
● MCP · relevance 74%
no public price
signal_oracle
● MCP · relevance 74%
no public price
monte_carlo
● MCP · relevance 74%
no public price
thingd
● MCP · relevance 74%
no public price
opentrace
● MCP · relevance 73%
no public price
kubernetes_mcp_server
● MCP · relevance 73%
no public price
oneuptime_mcp
● MCP · relevance 73%
no Pro plan
entry $20/mo
incident_io_mcp
● MCP · relevance 72%
no public price
kaggle_mcp
● MCP · relevance 72%
no public price
marmot_data
● MCP · relevance 72%
no public price
Squad
● MCP · relevance 72%
no public price
pullpush_mcp
● MCP · relevance 72%
no public price
Cloudflare Workers Observability
● MCP · relevance 72%
no Pro plan
entry $10/mo
greptimedb_mcp_server
● MCP · relevance 72%
no public price
WH
Whitfield Advisory
● MCP · relevance 72%
no public price
mcp_workers
● MCP · relevance 72%
no public price
Google BigQuery
● MCP · relevance 72%
no Pro plan
entry $10/mo
OOther3Ranked by relevance
agentpulse
● OTHER · relevance 80%
no public price
agentell
● OTHER · relevance 76%
no Pro plan
entry $250/mo
clawmetry
● OTHER · relevance 73%
$19/mo Pro
PPlatforms14Ranked by relevance
agnys
● PLATFORM · relevance 77%
no Pro plan
entry $49/mo
agentcat
● PLATFORM · relevance 74%
$90/mo Pro
+40% vs Pro median
kayba
● PLATFORM · relevance 74%
no public price
monte_carlo_agent_observabilit
● PLATFORM · relevance 73%
no public price
Agentic Evaluation Platform
● PLATFORM · relevance 73%
no public price
agentwatch_2
● PLATFORM · relevance 73%
no Pro plan
entry $49/mo
langsmith
● PLATFORM · relevance 73%
$39/mo Pro
-40% vs Pro median
litefuse
● PLATFORM · relevance 73%
$199/mo Pro
+209% vs Pro median
ai_observability_platform_moni
● PLATFORM · relevance 72%
no public price
telemetry
● PLATFORM · relevance 72%
$25/mo Pro
-61% vs Pro median
WeaveScope
● PLATFORM · relevance 72%
$29/mo Pro
-55% vs Pro median
Traccia
● PLATFORM · relevance 72%
$99/mo Pro
+53% vs Pro median
agentleak
● PLATFORM · relevance 72%
no public price
zenity
● PLATFORM · relevance 72%
no public price
AAPIs2Ranked by relevance
Agent Observability
● API · relevance 76%
$50/mo Pro
obz_cli
● API · relevance 75%
no public price
FFrameworks2Ranked by relevance
daemon8
● FRAMEWORK · relevance 73%
no public price
ai_data_analyst_agent
● FRAMEWORK · relevance 72%
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.