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Market around Ghost Trace

A local-first Python CLI and library for tracing AI agent tool calls. It records arguments, errors, execution times, and other call details in SQLite for debugging and observability.

Visit pypi.org ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Ghost Trace · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Ghost Trace doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
45th pctile
115 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 3 of 3 providers priced · log scale · $29 → $99/mo
Platforms◻ shaded = middle 50% · line = median (all types)Ghost Trace has no comparable Pro price — not plotted

Products in this market

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

OOther14Ranked by similarity
Ghost Tracethis listing
● OTHER
no public price
Fuju Trace
● OTHER78% similar
no public price
CA
CallWitness
● OTHER76% similar
no public price
Agent Session Recorder
● OTHER75% similar
no public price
Failure Pattern Memory
● OTHER74% similar
no public price
arcaeon-ledger
● OTHER74% similar
no public price
Reprospan
● OTHER74% similar
no public price
Trail
● OTHER74% similar
no public price
Telmoni
● OTHER73% similar
no public price
wakeprint
● OTHER73% similar
no public price
Aileron
● OTHER72% similar
no public price
Obzerve
● OTHER72% similar
no public price
AJX
● OTHER70% similar
no public price
Agent Telemetry
● OTHER70% similar
no public price
MMCP servers23Ranked by similarity
Agent Trace MCP
● MCP84% similar
no public price
fastmcp-sqlite
● MCP77% similar
no public price
SE
Selvedge 2
● MCP74% similar
no public price
Backlogr
● MCP74% similar
no public price
FastMCP SQLite Server
● MCP74% similar
no public price
Kardex
● MCP74% similar
no public price
Kiokuko
● MCP74% similar
no public price
AgentLog MCP
● MCP73% similar
no public price
SQLite MCP Server
● MCP73% similar
no public price
TaskFlow MCP
● MCP73% similar
no public price
PawRecall
● MCP73% similar
no public price
MCP Postgres Analyst
● MCP73% similar
no public price
Tracea
● MCP72% similar
no public price
GenPark Tool Usage Telemetry Efficiency Profiler
● MCP72% similar
no public price
sqlscope-mcp
● MCP72% similar
no public price
MindGate MCP
● MCP72% similar
no public price
Agent Task Board
● MCP72% similar
no public price
Guild
● MCP72% similar
no public price
Selvedge
● MCP71% similar
no public price
Memory Engine
● MCP71% similar
no public price
Glass
● MCP71% similar
no public price
Suvadu
● MCP71% similar
no public price
Private Database MCP
● MCP70% similar
no public price
PPlatforms7Ranked by similarity
Retrace
● PLATFORM74% similar
$99/mo Pro
Atla
● PLATFORM72% similar
no public price
Agentcat
● PLATFORM72% similar
$90/mo Pro
Agent Runtime Platform
● PLATFORM71% similar
no public price
Logwick
● PLATFORM71% similar
$29/mo Pro
RunDB
● PLATFORM71% similar
no public price
Callimachus
● PLATFORM70% similar
no public price
FFrameworks5Ranked by similarity
Call4Agents
● FRAMEWORK71% similar
no public price
Mama Os
● FRAMEWORK71% similar
no public price
Agenttrustops
● FRAMEWORK71% similar
no public price
ctrlrun
● FRAMEWORK71% similar
no public price
Backlog
● FRAMEWORK71% similar
no public price
AAgents1Ranked by similarity
Agent Blackbox
● 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.