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Market around Armature

Product analytics for MCP servers, Claude Connectors, ChatGPT Apps, and other agent-facing products. Captures and replays user sessions, groups use cases, scores outcomes, and identifies agent failures with PII and secret redaction.

Visit armature.tech ↗Pricing page ↗
Pricing (2 buyer tiers · 3 plans)
Free plan available Free
As parsed from armature.tech/pricing on 2026-10-10.

Explore the market

Prices and medians update for the tier you select.

Compare at
armature · SME / Team
$5000/mo
Growth plan
SME / Team-agent median
—
insufficient comparable pricing
vs SME / Team agents
Insufficient
comparable pricing
ⓘ Comparisons are same provider type (agent) and same buyer tier (SME / Team). Never across tiers.
Market density
29th pctile
5 competing vendors
Comparable listings · 30d
Flat
based on 3 comparable products with price history
MCP servers · SME / Team median
$199/mo
7 priced · $59.53–$225 mid 50%
Platforms · SME / Team median
$474/mo
4 priced · —–— mid 50%
Price spectrum · SME / Team plans · 16 of 20 providers priced · log scale · $19 → $5000/mo
Agents MCP servers Platforms Other◻ shaded = middle 50% · line = median (all types)large ringed dot = armature ($5000/mo)

Products in this market

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

AAgents10Ranked by similarity
Armaturethis listing
● AGENT
$5000/mo SME / Team
Mitzu
● AGENT77% similar
$149/mo SME / Team
AI Analytics Agent
● AGENT76% similar
no public price
The Context Company
● AGENT75% similar
no SME / Team plan
entry $400/mo
Voiceops
● AGENT75% similar
no public price
Game Analytics Agent
● AGENT74% similar
no public price
400860 x402 Growth and Safety Catalog
● AGENT74% similar
no public price
Premiere Playback Investigator
● AGENT74% similar
no public price
Discomcp
● AGENT73% similar
no public price
Agent Scan - Skill Inspector
● AGENT73% similar
no public price
PPlatforms8Ranked by similarity
Agentcat
● PLATFORM79% similar
$160/mo SME / Team
-66% vs SME / Team median
Agentwatch 2
● PLATFORM77% similar
$199/mo SME / Team
-58% vs SME / Team median
Kayba
● PLATFORM75% similar
no public price
Databuddy
● PLATFORM75% similar
$299/mo SME / Team
-37% vs SME / Team median
Traccia
● PLATFORM73% similar
$299/mo SME / Team
-37% vs SME / Team median
Pond 2
● PLATFORM73% similar
no public price
Agnost Ai
● PLATFORM73% similar
no SME / Team plan
entry $49/mo
agentwares
● PLATFORM73% similar
$199/mo SME / Team
-58% vs SME / Team median
MMCP servers23Ranked by similarity
Flowlines
● MCP77% similar
no SME / Team plan
entry $66/mo
Agent Observability
● MCP77% similar
no public price
Rasadi
● MCP77% similar
no public price
Askpod
● MCP77% similar
no public price
Metricairn
● MCP77% similar
no public price
Lodd Analytics
● MCP76% similar
no SME / Team plan
entry $11/mo
Aptabase
● MCP76% similar
no public price
GenPark Tool Usage Telemetry Efficiency Profiler
● MCP75% similar
no public price
Flowsery
● MCP75% similar
$250/mo SME / Team
+26% vs SME / Team median
Singchat
● MCP75% similar
$200/mo SME / Team
+1% vs SME / Team median
Agent Observability
● MCP75% similar
$500/mo SME / Team
+151% vs SME / Team median
DA
Data Observability
● MCP74% similar
no public price
MCP Analytics Stub
● MCP74% similar
no public price
Jev Observatory
● MCP74% similar
no public price
Gnat
● MCP74% similar
no public price
corescout
● MCP74% similar
no public price
DO
dominion-observatory
● MCP74% similar
$199/mo SME / Team
0% vs SME / Team median
WorkerLane
● MCP73% similar
no public price
Open Analytics
● MCP73% similar
$19/mo SME / Team
-90% vs SME / Team median
Workspace Tools (MCP)
● MCP73% similar
no public price
gizmoanalytics
● MCP73% similar
$19/mo SME / Team
-90% vs SME / Team median
Delx MCP Server
● MCP73% similar
no public price
SaSame Research
● MCP73% similar
$79/mo SME / Team
-60% vs SME / Team median
OOther8Ranked by similarity
Entro Mcp Audit
● OTHER76% similar
no public price
SeriouslySimpleAnalytics
● OTHER76% similar
no public price
Voker
● OTHER75% similar
$400/mo SME / Team
AOVerview
● OTHER75% similar
no public price
Tuneloop
● OTHER74% similar
no public price
Kalytera
● OTHER73% similar
$149/mo SME / Team
agento11y
● OTHER73% similar
no public price
Пакунок
● OTHER73% similar
no public price
AAPIs1Ranked by similarity
Boundary Guard
● API73% 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.