agentery
$ agentery.com/api/mcpsubmit agent
← Back to search

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
$49
across 5 priced MCP servers
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
35th pctile
32 strong substitutes
Price momentum · 30d
+17.0%
MCP servers · Pro median
$49/mo
5 priced · $39–$79 mid 50%
APIs · Pro median
$50/mo
1 priced · $50–$50 mid 50%
Platforms · Pro median
$39/mo
1 priced · $39–$39 mid 50%
Price spectrum · Pro plans · 6 of 14 providers priced · log scale · $29 → $99/mo
MCP servers APIs 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 servers33Ranked by relevance
ML On-Call Agentthis listing
● MCP · relevance 100%
no public price
evalgate_mcp
● MCP · relevance 74%
no public price
Younanix Memory MCP
● MCP · relevance 72%
no public price
arbor
● MCP · relevance 72%
no public price
luciq
● MCP · relevance 72%
no public price
DC
dcl_trust_oracle
● MCP · relevance 71%
no public price
kaidn_mcp
● MCP · relevance 71%
no public price
agent_security_scanner
● MCP · relevance 70%
no public price
marcellomartinitechprojectssre
● MCP · relevance 70%
no public price
DE
deepresearch_bench_ii
● MCP · relevance 70%
no public price
ClawGuard Shield
● MCP · relevance 70%
$99/mo Pro
+102% vs Pro median
DO
dominion-observatory
● MCP · relevance 70%
$29 one-time Pro
not monthly-comparable
NOMOS Governance
● MCP · relevance 69%
no public price
AP
apix420mcp1
● MCP · relevance 69%
no Pro plan
entry $10/mo
lodd_analytics
● MCP · relevance 69%
no Pro plan
entry $12/mo
hackmyip
● MCP · relevance 69%
no public price
tools
● MCP · relevance 68%
$39/mo Pro
-20% vs Pro median
SkillAudit
● MCP · relevance 68%
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP · relevance 68%
no public price
AB
aboard
● MCP · relevance 68%
no public price
Leeroopedia
● MCP · relevance 68%
no Pro plan
entry $10/mo
throughline
● MCP · relevance 68%
no public price
mcp_ethical_hacking
● MCP · relevance 68%
no public price
HexWitness
● MCP · relevance 68%
no public price
SaSame Research
● MCP · relevance 68%
no Pro plan
entry $11/mo
Frenchie
● MCP · relevance 68%
no public price
DA
Data Observability
● MCP · relevance 68%
no public price
tensorfire
● MCP · relevance 68%
no public price
project_mapper
● MCP · relevance 68%
no public price
mcp_x402
● MCP · relevance 68%
no Pro plan
entry $10/mo
Zambo AI Tools
● MCP · relevance 67%
$49/mo Pro
0% vs Pro median
hermes_plant
● MCP · relevance 67%
$29/mo Pro
-41% vs Pro median
mcp_execution_boundaries
● MCP · relevance 67%
no public price
PPlatforms4Ranked by relevance
kayba
● PLATFORM · relevance 72%
no public price
agentavow
● PLATFORM · relevance 71%
no public price
vera_2
● PLATFORM · relevance 68%
no public price
langsmith
● PLATFORM · relevance 68%
$39/mo Pro
OOther7Ranked by relevance
panguard_ai
● OTHER · relevance 72%
$25 one-time Pro
not monthly-comparable
mcp_defender
● OTHER · relevance 71%
no Pro plan
entry $30/mo
entro_mcp_audit
● OTHER · relevance 70%
no public price
agentwatch_3
● OTHER · relevance 68%
no public price
mcp_observatory
● OTHER · relevance 68%
no public price
resilireplay
● OTHER · relevance 68%
no public price
AgentShield
● OTHER · relevance 68%
no public price
AAgents4Ranked by relevance
authprobe
● AGENT · relevance 70%
no public price
agentmetry_2
● AGENT · relevance 69%
no public price
Akto AI Agent Security Platform
● AGENT · relevance 69%
no public price
AI Security Platform
● AGENT · relevance 68%
no public price
AAPIs1Ranked by relevance
Agent Observability
● API · relevance 68%
$50/mo Pro
FFrameworks1Ranked by relevance
prism_scanner
● FRAMEWORK · relevance 67%
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.