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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
—
insufficient comparable pricing
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
66th pctile
21 competing vendors
Comparable listings · 30d
Flat
based on 5 comparable products with price history
Price spectrum · Pro plans · 3 of 5 providers priced · log scale · $29 → $50/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 servers47Ranked by similarity
Opentracethis listing
● MCP
no public price
Lightrun
● MCP84% similar
no public price
Grafana MCP
● MCP81% similar
no public price
Auralogs
● MCP81% similar
$49/mo Pro
Appsignal
● MCP80% similar
no public price
Otel Instrumentation
● MCP79% similar
no public price
Shrimp Task Manager
● MCP78% similar
no public price
AtlasBrain
● MCP78% similar
no public price
Opscat
● MCP78% similar
no public price
mysid
● MCP78% similar
no public price
Sentry
● MCP78% similar
no public price
Goldfish
● MCP78% similar
no public price
CI
CICADA
● MCP77% similar
no public price
Roam Code
● MCP77% similar
no public price
TokenArchive
● MCP77% similar
no public price
RagPilot
● MCP76% similar
no public price
Qurio
● MCP76% similar
no public price
Octocode
● MCP76% similar
$50/mo Pro
data-agent-rules
● MCP76% similar
no public price
Infrawise
● MCP76% similar
no public price
Rollbar
● MCP76% similar
no public price
siftr
● MCP76% similar
no public price
Remembrallmcp
● MCP76% similar
no public price
Project Brain
● MCP76% similar
no public price
Codehelper
● MCP76% similar
no public price
Context Engine
● MCP76% similar
no public price
Euthynos
● MCP76% similar
no public price
codebase-memory-mcp
● MCP76% similar
no public price
Reliary
● MCP76% similar
no public price
Corulix
● MCP76% similar
no public price
TeamMemory
● MCP75% similar
no public price
deadends.dev
● MCP75% similar
no public price
Rune
● MCP75% similar
no public price
MCP GitHub Insights
● MCP75% similar
no public price
Mk Family
● MCP75% similar
no public price
Codemem
● MCP75% similar
no public price
MCP K8s Observability
● MCP75% similar
no public price
BlastCode
● MCP75% similar
no public price
Guide
● MCP75% similar
no public price
Agent Vault MCP
● MCP75% similar
no public price
Girder
● MCP75% similar
no public price
RE
Relay
● MCP75% similar
no public price
Local Coding Agent
● MCP75% similar
no public price
Gus
● MCP75% similar
no public price
sprintra
● MCP75% similar
no Pro plan
entry $5/mo
Dotbot
● MCP75% similar
no public price
Netdata
● MCP75% similar
no Pro plan
entry $5/mo
OOther2Ranked by similarity
Agentistics
● OTHER79% similar
no public price
Tuneloop
● OTHER75% similar
no public price
PPlatforms1Ranked by similarity
Logwick
● PLATFORM75% similar
$29/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.