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Market around TraceHub MCP

MCP server that lets AI assistants query OpenTelemetry traces across Jaeger, Grafana Tempo, Traceloop, Datadog, and Sentry to debug LLM applications, inspect errors, compare model performance, and track token usage.

Visit pypi.org ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
TraceHub MCP · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
TraceHub MCP doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
19th pctile
3 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables
Platforms · Pro median
$29/mo
5 priced · $25–$79 mid 50%
Price spectrum · Pro plans · 8 of 11 providers priced · log scale · $19 → $99/mo
APIs Platforms◻ shaded = middle 50% · line = median (all types)TraceHub MCP has no comparable Pro price — not plotted

Products in this market

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

MMCP servers14Ranked by similarity
TraceHub MCPthis listing
● MCP
no public price
Otel Instrumentation
● MCP76% similar
no public price
mcp-trace
● MCP76% similar
no public price
FreeLLM-MCP
● MCP75% similar
no public price
Agent Trace MCP
● MCP73% similar
no public price
Logana
● MCP73% similar
no public price
Dynamic Feed
● MCP73% similar
no public price
Grafana MCP
● MCP71% similar
no public price
Sentry
● MCP71% similar
no public price
Greptimedb
● MCP70% similar
no public price
Netdata
● MCP70% similar
$40 usage Pro
not monthly-comparable
Langfuse
● MCP70% similar
no public price
OxiLytics MCP
● MCP70% similar
no public price
Cloud Ops MCP
● MCP70% similar
no public price
PPlatforms15Ranked by similarity
Telemetry
● PLATFORM82% similar
$25/mo Pro
-14% vs Pro median
Langsmith
● PLATFORM80% similar
$39/mo Pro
+34% vs Pro median
Scorecard
● PLATFORM78% similar
no public price
Feenion
● PLATFORM77% similar
no public price
Comet Opik
● PLATFORM76% similar
$19/mo Pro
-34% vs Pro median
Kayba
● PLATFORM73% similar
no public price
VA
Vasari
● PLATFORM73% similar
no public price
Traccia
● PLATFORM72% similar
no Pro plan
entry $299/mo
Tokenwise
● PLATFORM72% similar
$79/mo Pro
+172% vs Pro median
Logwick
● PLATFORM72% similar
$29/mo Pro
0% vs Pro median
Retrace
● PLATFORM72% similar
$99/mo Pro
+241% vs Pro median
Parea Ai
● PLATFORM71% similar
no public price
Agency
● PLATFORM71% similar
no public price
AgentOps Tools
● PLATFORM70% similar
no public price
AcruxCore
● PLATFORM70% similar
no public price
FFrameworks3Ranked by similarity
Langwatch
● FRAMEWORK75% similar
no Pro plan
entry $32/mo
Openai Agents
● FRAMEWORK73% similar
no public price
Giulia
● FRAMEWORK70% similar
no public price
AAPIs2Ranked by similarity
AgentOps
● API75% similar
$40/mo Pro
Agent Observability
● API71% similar
$50/mo Pro
OOther9Ranked by similarity
Telmoni
● OTHER74% similar
no public price
Otelite
● OTHER73% similar
no public price
AgentTrace
● OTHER73% similar
no public price
Obzerve
● OTHER73% similar
no public price
MA-Trace
● OTHER72% similar
no public price
Agentevals Via Github
● OTHER71% similar
no public price
tool-eval-bench
● OTHER70% similar
no public price
Trail
● OTHER70% similar
no public price
Agentistics
● OTHER70% similar
no public price
AAgents1Ranked by similarity
ExpAgent
● AGENT71% 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.