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Market around starlist

A Rust-based MCP server that collects, redacts, and summarizes application logs for AI agents. It provides diagnostic insights, deployment comparisons, fix verification, pattern tracking, request context, and release reports.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
starlist · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
starlist doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
59th pctile
239 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$49/mo
3 priced · —–— mid 50%
Platforms · Pro median
$64.5/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 8 of 10 providers priced · log scale · $5 → $150/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)starlist has no comparable Pro price — not plotted

Products in this market

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

OOther4Ranked by similarity
starlistthis listing
● OTHER
no public price
Agentpulse
● OTHER73% similar
no public price
ccstats
● OTHER72% similar
no public price
Github Crystianskillmap Map
● OTHER71% similar
no public price
MMCP servers32Ranked by similarity
Auralogs
● MCP80% similar
$49/mo Pro
0% vs Pro median
AR
Armor
● MCP76% similar
no public price
Grafana MCP
● MCP76% similar
no public price
Rust Docs
● MCP75% similar
no public price
Appsignal
● MCP75% similar
no public price
MCP K8s Observability
● MCP74% similar
no public price
Threadsnoop Reddit
● MCP74% similar
no public price
ripwire-rs
● MCP74% similar
no public price
Rustdocs MCP Server
● MCP74% similar
no public price
Superlog
● MCP73% similar
$100/mo Pro
+104% vs Pro median
Footfall
● MCP73% similar
no public price
Opentrace
● MCP73% similar
no public price
LogLens
● MCP73% similar
no public price
New Relic Ai
● MCP73% similar
no public price
prom-mcp
● MCP73% similar
no public price
PRD Ops Lens MCP
● MCP72% similar
no public price
Kubescout MCP
● MCP72% similar
no public price
Rabah MCP Server
● MCP72% similar
no public price
DeployIt
● MCP72% similar
$19/mo Pro
-61% vs Pro median
SubScraper Reddit MCP Server
● MCP72% similar
no public price
scouter-mcp
● MCP72% similar
no public price
Sentry
● MCP72% similar
no public price
Log-Forge
● MCP72% similar
no public price
IronMonitor
● MCP72% similar
no public price
X-deepresearch
● MCP72% similar
no public price
TokenArchive
● MCP72% similar
no public price
AI Security Incident Tracker
● MCP72% similar
no public price
Rollbar
● MCP72% similar
no public price
originspan-mcp
● MCP72% similar
no public price
rekit
● MCP72% similar
no public price
Euthynos
● MCP72% similar
no public price
Omni Scraper MCP
● MCP71% similar
no public price
PPlatforms12Ranked by similarity
Laminar
● PLATFORM75% similar
$150/mo Pro
+133% vs Pro median
Logwick
● PLATFORM74% similar
$29/mo Pro
-55% vs Pro median
Scorecard
● PLATFORM74% similar
no public price
Langsmith
● PLATFORM73% similar
$39/mo Pro
-40% vs Pro median
Feenion
● PLATFORM73% similar
no public price
Agnys
● PLATFORM72% similar
no Pro plan
entry $49/mo
Atla
● PLATFORM72% similar
no public price
Sazabi
● PLATFORM72% similar
no public price
Galileo
● PLATFORM72% similar
$100/mo Pro
+55% vs Pro median
Agency
● PLATFORM72% similar
no public price
Agentwatch 2
● PLATFORM72% similar
no Pro plan
entry $49/mo
ContextIQ
● PLATFORM72% similar
$5/mo Pro
-92% vs Pro median
FFrameworks2Ranked by similarity
AVA
● FRAMEWORK72% similar
no public price
Awaken
● 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.