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Market around MCP-AgentGym

An open-source Kubernetes incident environment for training and evaluating tool-using agents. It provides a deterministic workload simulator, 36 typed MCP tools, seeded fault injection, executable rewards, and a live cluster-state verifier.

Visit yupengtang.github.io ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
MCP-AgentGym · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
MCP-AgentGym doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
41st pctile
8 competing vendors
Comparable listings · 30d
Flat
based on 3 comparable products with price history
Price spectrum · Pro plans · 3 of 5 providers priced · log scale · $8.25 → $41.58/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)MCP-AgentGym has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches MCP-AgentGym'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 similarity
MCP-AgentGymthis listing
● MCP
no public price
Kubemetes Introducing
● MCP79% similar
no Pro plan
entry $200/mo
K8s Mcp Server 2
● MCP78% similar
no public price
kube-sentinel-mcp
● MCP78% similar
no public price
K8s Pilot
● MCP77% similar
no public price
Vulnerable Notes
● MCP76% similar
no public price
Radar
● MCP75% similar
no public price
mcp-ops-kb
● MCP74% similar
no public price
Kubernetes
● MCP73% similar
no public price
JevBook MCP
● MCP73% similar
no public price
Forecall Kb
● MCP72% similar
$29/mo Pro
Agent Action Gate
● MCP72% similar
no public price
mcp-stub
● MCP72% similar
no public price
Muster
● MCP72% similar
no public price
Kube Check MCP
● MCP72% similar
no public price
Agent Tool MCP Server
● MCP72% similar
no public price
Escudo MCP en español
● MCP72% similar
no public price
Mcp Server Kubernetes
● MCP72% similar
no public price
Evalgate
● MCP72% similar
no public price
Mcploitable
● MCP71% similar
no public price
clusterport
● MCP71% similar
no public price
研启计划EP MCP项目
● MCP71% similar
no public price
MA
Malong LiuHe
● MCP71% similar
no public price
k8s-troubleshoot-mcp
● MCP71% similar
no public price
SM
Smart Terminal
● MCP71% similar
no public price
Kubescout MCP
● MCP71% similar
no public price
kube-noob
● MCP71% similar
no public price
HOL Guard Enhanced
● MCP71% similar
no public price
B Board
● MCP70% similar
$8.25/mo Pro
PPlatforms7Ranked by similarity
Testkube
● PLATFORM76% similar
$700 usage Pro
not monthly-comparable
Pyntra
● PLATFORM74% similar
no public price
Spirit Room
● PLATFORM73% similar
no public price
Magertron
● PLATFORM72% similar
$41.58/mo Pro
LIFE FORGE
● PLATFORM71% similar
no public price
Fault Patrol Agent
● PLATFORM71% similar
no public price
Verdict Studio & Haize Sentinel
● PLATFORM71% similar
no public price
OOther8Ranked by similarity
K8s-AIops
● OTHER75% similar
no public price
Project Arena
● OTHER75% similar
no public price
Bad
● OTHER72% similar
no public price
mcp-k8s-eye
● OTHER72% similar
no public price
Clelp Skills
● OTHER72% similar
no public price
RE
Resilireplay
● OTHER71% similar
no public price
MCP Behaviour Guard
● OTHER71% similar
no public price
SkillProof
● OTHER71% similar
no public price
AAgents3Ranked by similarity
Github Martinimarcello00sreage
● AGENT73% similar
no public price
KubeSleuth
● AGENT73% similar
no public price
AgentCore
● AGENT70% similar
no public price
FFrameworks3Ranked by similarity
faultbench
● FRAMEWORK73% similar
no public price
Multi-Agent Workflow Lab
● FRAMEWORK71% similar
no public price
Xianyun
● 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.