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Market around mcp-trace

An MCP server that lets AI agents and MCP clients query OpenTelemetry JSONL traces, including runs, span trees, slow spans, human-approval logs, tool searches, and token or cost usage.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
mcp-trace · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
mcp-trace doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
85th pctile
589 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$60.63/mo
8 priced · $45.25–$131 mid 50%
Price spectrum · Pro plans · 12 of 13 providers priced · log scale · $29 → $249/mo
MCP servers APIs Platforms Other◻ shaded = middle 50% · line = median (all types)mcp-trace has no comparable Pro price — not plotted

Products in this market

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

OOther3Ranked by similarity
mcp-tracethis listing
● OTHER
no public price
Mcpulse
● OTHER76% similar
$49/mo Pro
SeriouslySimpleAnalytics
● OTHER75% similar
no public price
MMCP servers42Ranked by similarity
MCP Operations Server
● MCP80% similar
no public price
Dynatrace
● MCP79% similar
no public price
Flowlines
● MCP78% similar
$199/mo Pro
+228% vs Pro median
Edge Agents MCP Server
● MCP78% similar
$39/mo Pro
-36% vs Pro median
Agent Trace MCP
● MCP78% similar
no public price
Agent Observability
● MCP78% similar
no public price
MCP Intercepter
● MCP77% similar
no public price
Lodd Analytics
● MCP77% similar
no Pro plan
entry $11/mo
Dynatrace MCP
● MCP77% similar
no public price
WH
Whitfield Advisory
● MCP77% similar
no public price
OpenObserve Read-only MCP
● MCP77% similar
no public price
Manawa Terminal
● MCP76% similar
$249/mo Pro
+311% vs Pro median
Evalgate
● MCP76% similar
no public price
SQAI MCP
● MCP76% similar
no public price
Aptabase
● MCP76% similar
no public price
Greptimedb
● MCP76% similar
no public price
ZeroSOC MCP Servers
● MCP76% similar
no public price
Langfuse
● MCP76% similar
no public price
Ninelayer
● MCP76% similar
$29/mo Pro
-52% vs Pro median
DE
DevDrops
● MCP76% similar
no public price
TraceOrb MCP
● MCP76% similar
no public price
TraceHub MCP
● MCP76% similar
no public price
Auralogs
● MCP76% similar
$49/mo Pro
-19% vs Pro median
Pramana MCP
● MCP75% similar
no public price
Cotal
● MCP75% similar
no public price
DA
Data Observability
● MCP75% similar
no public price
AgeDB
● MCP75% similar
no public price
ER
Ergonia
● MCP75% similar
no public price
Business Action Lab
● MCP75% similar
no public price
AgentEng
● MCP75% similar
no public price
SaSame Research
● MCP74% similar
$29/mo Pro
-52% vs Pro median
Grafana MCP
● MCP74% similar
no public price
Metricairn
● MCP74% similar
no public price
Autonomous AI OS MCP Server
● MCP74% similar
no public price
Bitquery MCP Server
● MCP74% similar
$69/mo Pro
+14% vs Pro median
owl24 MCP
● MCP74% similar
no public price
Mcpspend
● MCP74% similar
no public price
Beamtrace
● MCP74% similar
no public price
MCP REST API
● MCP74% similar
no public price
mcp-local-telemetry
● MCP74% similar
no public price
Santismm Knowledge MCP
● MCP74% similar
no public price
Searchstack
● MCP74% similar
$99/mo Pro
+63% vs Pro median
AAPIs1Ranked by similarity
Agent Observability
● API77% similar
$50/mo Pro
PPlatforms4Ranked by similarity
Kayba
● PLATFORM76% similar
no public price
Traccia
● PLATFORM75% similar
$99/mo Pro
Logwick
● PLATFORM75% similar
$29/mo Pro
Scorecard
● PLATFORM74% 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.