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Market around Giulia

Local-first AI development daemon in Elixir/OTP. Provides AST-level code intelligence, Property Graph, runtime introspection, and semantic search via REST API and MCP for LLM clients.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
giulia · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
giulia doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
54th pctile
119 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 2 of 4 providers priced · log scale · $25 → $40/mo
APIs Platforms◻ shaded = middle 50% · line = median (all types)giulia has no comparable Pro price — not plotted

Products in this market

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

FFrameworks13Ranked by similarity
Giuliathis listing
● FRAMEWORK
no public price
Abcoder
● FRAMEWORK77% similar
no public price
Guardrails AI
● FRAMEWORK73% similar
no public price
Openai Agents
● FRAMEWORK72% similar
no public price
Harnessclaw Engine
● FRAMEWORK71% similar
no public price
Deepeval
● FRAMEWORK71% similar
no public price
Pi
● FRAMEWORK71% similar
no public price
Rail Remote Agent Invocation
● FRAMEWORK71% similar
no public price
TrueForge
● FRAMEWORK71% similar
no public price
Alphatrion
● FRAMEWORK71% similar
no public price
Kern
● FRAMEWORK71% similar
no public price
Openjudge
● FRAMEWORK71% similar
no public price
Langwatch
● FRAMEWORK70% similar
no Pro plan
entry $32/mo
MMCP servers17Ranked by similarity
MCP Local Auditor Architect
● MCP82% similar
no public price
Sense
● MCP75% similar
no public price
local-llm-worker
● MCP74% similar
no public price
Sourcelens
● MCP73% similar
no public price
Mcp Graphql
● MCP72% similar
no public price
trim
● MCP72% similar
no public price
wicked-estate
● MCP72% similar
no public price
codebone
● MCP71% similar
no public price
LocalForge
● MCP71% similar
no public price
Mcp Language
● MCP71% similar
no public price
DeepTeam MCP
● MCP71% similar
no public price
Mastermind
● MCP71% similar
no public price
Mult Hands Eyes MCP
● MCP71% similar
no public price
Mcp File Context
● MCP71% similar
no public price
CouchLoop EQ
● MCP70% similar
no public price
Chiasmus
● MCP70% similar
no public price
Lmstudio
● MCP70% similar
no public price
AAPIs3Ranked by similarity
asiai
● API74% similar
no public price
Opentools
● API73% similar
no public price
AgentOps
● API70% similar
$40/mo Pro
PPlatforms11Ranked by similarity
Telemetry
● PLATFORM73% similar
$25/mo Pro
Selfware
● PLATFORM73% similar
no public price
Feenion
● PLATFORM72% similar
no public price
Orq.ai
● PLATFORM72% similar
no public price
Ai Orchestrator
● PLATFORM71% similar
no public price
Comet Opik
● PLATFORM71% similar
no public price
Parea Ai
● PLATFORM71% similar
no public price
DeepOpinion
● PLATFORM71% similar
no Pro plan
entry $199/mo
Vmlx
● PLATFORM71% similar
no public price
Llama
● PLATFORM70% similar
no public price
Choreographr
● PLATFORM70% similar
no public price
OOther3Ranked by similarity
Contextspy
● OTHER73% similar
no public price
Openlore
● OTHER72% similar
no public price
Otelite
● OTHER70% similar
no public price
AAgents3Ranked by similarity
Zot
● AGENT72% similar
no public price
Osa
● AGENT72% similar
no public price
Agent Opfor
● 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.