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Market around catalog-context-graph

Open-source MCP server that converts Backstage catalog data, optional OpenTelemetry service graphs, and incident history into a typed operational context graph for AI agents. Provides read-only tools for dependencies, blast radius, ownership, change risk, and catalog drift.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
catalog-context-graph · Pro
No Pro plan
—
Pro-MCP server median
$49
across 3 priced MCP servers
vs Pro MCP servers
No comparison
catalog-context-graph doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
35th pctile
59 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$49/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 7 providers priced · log scale · $29 → $49.99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)catalog-context-graph has no comparable Pro price — not plotted

Products in this market

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

MMCP servers21Ranked by similarity
catalog-context-graphthis listing
● MCP
no public price
Rabah MCP Server
● MCP75% similar
no public price
MCP Operations Server
● MCP74% similar
no public price
OpenCTI MCP Server
● MCP73% similar
no public price
Family Office Knowledge Graph MCP Door
● MCP72% similar
no public price
Santismm Knowledge MCP
● MCP72% similar
no public price
AgentEng
● MCP72% similar
no public price
Logbutler
● MCP72% similar
no public price
HA
Harmny
● MCP71% similar
no Pro plan
entry $8/mo
Ravenroot Second Brain MCP
● MCP71% similar
no public price
mcp-trace
● MCP71% similar
no public price
MCP Threat Intelligence
● MCP71% similar
no public price
WH
Whitfield Advisory
● MCP71% similar
no public price
SQAI MCP
● MCP71% similar
no public price
mushroomdb
● MCP71% similar
no public price
OpenObserve Read-only MCP
● MCP70% similar
no public price
Mcp Execution Boundaries
● MCP70% similar
no public price
OpenGit MCP
● MCP70% similar
no public price
AnvaiOps MCP
● MCP70% similar
no public price
Rails Console MCP Server
● MCP70% similar
no public price
Provenplaza
● MCP70% similar
no public price
OOther1Ranked by similarity
system-graph
● OTHER73% 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.