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Market around opentrace

Observability engine for AI coding agents. MCP-native server that connects AI assistants directly to production logs and error data via columnar log store. Self-hosted, lightweight.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
opentrace · Pro
No Pro plan
—
Pro-MCP server median
$30
across 2 priced MCP servers
vs Pro MCP servers
No comparison
opentrace doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
79th pctile
296 strong substitutes
Price momentum · 30d
Flat
MCP servers · Pro median
$30/mo
2 priced · $20.5–$39.5 mid 50%
Platforms · Pro median
$99/mo
1 priced · $99–$99 mid 50%
Price spectrum · Pro plans · 3 of 8 providers priced · log scale · $11 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)opentrace has no comparable Pro price — not plotted

Products in this market

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

MMCP servers45Ranked by relevance
opentracethis listing
● MCP · relevance 100%
no public price
Lightrun
● MCP · relevance 84%
no public price
Auralogs
● MCP · relevance 81%
$49/mo Pro
+63% vs Pro median
appsignal_mcp
● MCP · relevance 80%
no public price
otel_instrumentation_mcp
● MCP · relevance 79%
no public price
shrimp_task_manager
● MCP · relevance 78%
no public price
opscat
● MCP · relevance 78%
no public price
sentry_mcp
● MCP · relevance 78%
no public price
CICADA
● MCP · relevance 77%
no public price
roam_code
● MCP · relevance 77%
no Pro plan
entry $99/mo
TokenArchive
● MCP · relevance 77%
no public price
qurio
● MCP · relevance 76%
no public price
octocode
● MCP · relevance 76%
no public price
infrawise
● MCP · relevance 76%
no public price
rollbar_mcp_server
● MCP · relevance 76%
no public price
remembrallmcp
● MCP · relevance 76%
no public price
codehelper
● MCP · relevance 76%
no public price
context_engine
● MCP · relevance 76%
no public price
Euthynos
● MCP · relevance 76%
no public price
deadends.dev
● MCP · relevance 75%
no public price
mk_family
● MCP · relevance 75%
no public price
codemem
● MCP · relevance 75%
no public price
guide
● MCP · relevance 75%
no public price
RE
Relay
● MCP · relevance 75%
no public price
local_coding_agent
● MCP · relevance 75%
no public price
sprintra
● MCP · relevance 75%
no Pro plan
entry $5/mo
dotbot
● MCP · relevance 75%
no public price
netdata_mcp
● MCP · relevance 75%
no public price
agents_remember
● MCP · relevance 75%
no public price
codescout
● MCP · relevance 75%
no public price
kawacode_mcp
● MCP · relevance 74%
no public price
sync
● MCP · relevance 74%
no public price
greptimedb_mcp_server
● MCP · relevance 74%
no public price
world_model_mcp
● MCP · relevance 74%
no public price
elmah.io
● MCP · relevance 74%
no Pro plan
entry $26/mo
jdatamunch
● MCP · relevance 74%
no public price
freya_mcp_server
● MCP · relevance 74%
no public price
Kyomi
● MCP · relevance 74%
no Pro plan
entry $5/mo
sncro
● MCP · relevance 73%
$11/mo Pro
-63% vs Pro median
amdb
● MCP · relevance 73%
no public price
heimdall_mcp_server
● MCP · relevance 73%
no public price
mindkeg_mcp
● MCP · relevance 73%
no public price
mcp_ragex
● MCP · relevance 73%
no public price
pi-mcp
● MCP · relevance 73%
no public price
agent_tool
● MCP · relevance 73%
no public price
OOther2Ranked by relevance
tuneloop
● OTHER · relevance 75%
no public price
claude_engram
● OTHER · relevance 74%
no public price
FFrameworks1Ranked by relevance
regent
● FRAMEWORK · relevance 74%
no public price
PPlatforms2Ranked by relevance
agentwatch_2
● PLATFORM · relevance 74%
no Pro plan
entry $49/mo
retrace
● PLATFORM · relevance 73%
$99/mo Pro

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.