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Market around ML On-Call Agent

Open-source multi-agent system exposed over MCP that diagnoses ML incidents by correlating drift reports, evaluation runs, and deployment logs, then produces deterministic, cited verdicts and recommended actions.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
ML On-Call Agent · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
ML On-Call Agent doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
40th pctile
1 competing vendors
Comparable listings · 30d
—
based on 0 comparable products with price history
Price spectrum · Pro plans · 3 of 11 providers priced · log scale · $29 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)ML On-Call Agent has no comparable Pro price — not plotted

Products in this market

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

MMCP servers14Ranked by similarity
ML On-Call Agentthis listing
● MCP
no public price
Evalgate
● MCP74% similar
no public price
COUE
● MCP73% similar
no public price
Younanix Memory MCP
● MCP72% similar
no public price
Arbor
● MCP72% similar
no Pro plan
entry $19/mo
Agent Observability
● MCP72% similar
no public price
Luciq
● MCP72% similar
no public price
Paasers
● MCP72% similar
no public price
Jevstation Jev
● MCP71% similar
no public price
DC
Dcl Trust Oracle
● MCP71% similar
no public price
Kaidn
● MCP71% similar
no Pro plan
entry $39/mo
JevBook MCP
● MCP70% similar
no public price
Agent Security Scanner
● MCP70% similar
no public price
MCP-AgentGym
● MCP70% similar
no public price
PPlatforms5Ranked by similarity
Axiom
● PLATFORM77% similar
$25 usage Pro
not monthly-comparable
agentwares
● PLATFORM73% similar
$49/mo Pro
Fault Patrol Agent
● PLATFORM73% similar
no public price
Kayba
● PLATFORM72% similar
no public price
Agentavow
● PLATFORM71% similar
no public price
AAgents5Ranked by similarity
AgentCore
● AGENT73% similar
no public price
Don't Kill the Vibes
● AGENT72% similar
no public price
DataForge
● AGENT71% similar
no public price
SkyPortal Agent
● AGENT71% similar
no public price
Authprobe
● AGENT70% similar
no public price
OOther3Ranked by similarity
Panguard Ai
● OTHER72% similar
$25 one-time Pro
not monthly-comparable
Multi-Source MCP Benchmark
● OTHER72% similar
no public price
Mcp Defender
● OTHER71% similar
no Pro plan
entry $30/mo
FFrameworks1Ranked by similarity
GSH Framework
● FRAMEWORK71% 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.