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Market around Autonomous SRE Distributed Incident Diagnosis MCP Server

An open-source TypeScript MCP server that gives AI agents SRE capabilities, including telemetry analysis, anomaly detection, OpenTelemetry error-trace indexing, and Git deployment correlation for incident diagnosis.

Visit github.com ↗

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Prices and medians update for the tier you select.

Compare at
Autonomous SRE Distributed Incident Diagnosis MCP Server · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Autonomous SRE Distributed Incident Diagnosis MCP Server doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
58th pctile
226 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$91.53/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 7 of 11 providers priced · log scale · $29 → $499/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Autonomous SRE Distributed Incident Diagnosis MCP Server has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Autonomous SRE Distributed Incident Diagnosis MCP Server's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers16Ranked by similarity
Autonomous SRE Distributed Incident Diagnosis MCP Serverthis listing
● MCP
no public price
otel-mcp-server
● MCP78% similar
no public price
Monte Carlo
● MCP78% similar
no public price
AI-SRE
● MCP77% similar
no public price
Auralogs
● MCP76% similar
$49/mo Pro
Kubescout MCP
● MCP75% similar
no public price
Wsj872229956 Fixlore
● MCP74% similar
no public price
Incident Io
● MCP74% similar
no public price
New Relic Ai
● MCP74% similar
no public price
MCP K8s Observability
● MCP74% similar
no public price
AR
Armor
● MCP74% similar
no public price
Agent Trace MCP
● MCP74% similar
no public price
Cloud DevOps MCP Server
● MCP74% similar
no public price
Otel Instrumentation
● MCP74% similar
no public price
kube-sentinel-mcp
● MCP74% similar
no public price
LogLens
● MCP74% similar
no public price
PPlatforms18Ranked by similarity
Sazabi
● PLATFORM83% similar
no public price
Tessary
● PLATFORM81% similar
no public price
Lumoz AI
● PLATFORM79% similar
no public price
ZizkaDB
● PLATFORM79% similar
$29/mo Pro
-68% vs Pro median
Vera 2
● PLATFORM78% similar
no public price
Middleware
● PLATFORM76% similar
no public price
Traccia
● PLATFORM76% similar
no Pro plan
entry $299/mo
Papaya
● PLATFORM76% similar
no Pro plan
entry $500/mo
Agentwatch 2
● PLATFORM76% similar
no Pro plan
entry $49/mo
Ciroos
● PLATFORM75% similar
no public price
Laminar
● PLATFORM75% similar
$150/mo Pro
+64% vs Pro median
Kayba
● PLATFORM75% similar
no public price
Monte Carlo Agent
● PLATFORM75% similar
no public price
Logwick
● PLATFORM74% similar
$29/mo Pro
-68% vs Pro median
Atla
● PLATFORM74% similar
no public price
SkyFraim
● PLATFORM74% similar
no public price
Scorecard
● PLATFORM74% similar
no public price
Agnost Ai
● PLATFORM73% similar
$499/mo Pro
+445% vs Pro median
AAgents11Ranked by similarity
The Context Company
● AGENT79% similar
$400/mo Pro
SkyPortal Agent
● AGENT78% similar
no public price
AI Incident Diagnosis Agent
● AGENT77% similar
no public price
Hyperprobe
● AGENT77% similar
$99/mo Pro
Holmesgpt
● AGENT75% similar
no public price
Aiden Observability
● AGENT75% similar
no public price
Bigpanda Biggy Ai
● AGENT75% similar
no public price
Agentsre Ai
● AGENT75% similar
no public price
Opensre
● AGENT74% similar
no public price
Logz.io AI Agent
● AGENT74% similar
no public price
Fabrixai
● AGENT73% similar
no public price
OOther5Ranked by similarity
Kalytera
● OTHER78% similar
no Pro plan
entry $49/mo
Agentevals Via Github
● OTHER76% similar
no public price
Telmoni
● OTHER75% similar
no public price
SeriouslySimpleAnalytics
● OTHER75% similar
no public price
Agentpulse
● OTHER74% 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.