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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
52nd pctile
80 strong substitutes
Price momentum · 30d
Flat
APIs · Pro median
$40/mo
1 priced · $40–$40 mid 50%
Platforms · Pro median
$35/mo
3 priced · $30–$42 mid 50%
Price spectrum · Pro plans · 4 of 7 providers priced · log scale · $25 → $49/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 relevance
giuliathis listing
● FRAMEWORK · relevance 100%
no public price
abcoder
● FRAMEWORK · relevance 77%
no public price
Guardrails AI
● FRAMEWORK · relevance 73%
no public price
openai_agents
● FRAMEWORK · relevance 72%
no public price
harnessclaw_engine
● FRAMEWORK · relevance 71%
no public price
deepeval
● FRAMEWORK · relevance 71%
no public price
rail_remote_agent_invocation
● FRAMEWORK · relevance 71%
no public price
TrueForge
● FRAMEWORK · relevance 71%
no public price
alphatrion
● FRAMEWORK · relevance 71%
no public price
openjudge
● FRAMEWORK · relevance 71%
no public price
langwatch
● FRAMEWORK · relevance 70%
no Pro plan
entry $34/mo
ouroboros
● FRAMEWORK · relevance 70%
no public price
minicode
● FRAMEWORK · relevance 70%
no public price
MMCP servers16Ranked by relevance
sense
● MCP · relevance 75%
no public price
mcp_graphql
● MCP · relevance 72%
no public price
trim
● MCP · relevance 72%
no public price
mcp_language_server
● MCP · relevance 71%
no public price
Mult Hands Eyes MCP
● MCP · relevance 71%
no public price
mcp_file_context_server
● MCP · relevance 71%
no public price
CouchLoop EQ
● MCP · relevance 70%
no public price
chiasmus
● MCP · relevance 70%
no public price
lmstudio_mcp
● MCP · relevance 70%
no public price
jadx_mcp_server_2
● MCP · relevance 70%
no public price
testing_mcp
● MCP · relevance 70%
no public price
forgemax
● MCP · relevance 70%
no public price
mentor_mcp_server
● MCP · relevance 70%
no public price
lldb_mcp
● MCP · relevance 70%
no public price
dynamic_feed
● MCP · relevance 70%
no public price
Needle
● MCP · relevance 70%
no public price
PPlatforms11Ranked by relevance
telemetry
● PLATFORM · relevance 73%
$25/mo Pro
-29% vs Pro median
Orq.ai
● PLATFORM · relevance 72%
$35/mo Pro
0% vs Pro median
ai_orchestrator
● PLATFORM · relevance 71%
no public price
comet_opik
● PLATFORM · relevance 71%
no public price
parea_ai
● PLATFORM · relevance 71%
no Pro plan
entry $150/mo
DeepOpinion
● PLATFORM · relevance 71%
no Pro plan
entry $199/mo
vmlx
● PLATFORM · relevance 71%
no public price
Llama
● PLATFORM · relevance 70%
no public price
slotflow
● PLATFORM · relevance 70%
no public price
anyscale
● PLATFORM · relevance 70%
no public price
Portkey AI
● PLATFORM · relevance 70%
$49/mo Pro
+40% vs Pro median
AAPIs3Ranked by relevance
opentools
● API · relevance 73%
no public price
AgentOps
● API · relevance 70%
$40/mo Pro
grps_trtllm
● API · relevance 70%
no public price
OOther4Ranked by relevance
contextspy
● OTHER · relevance 73%
no public price
openlore
● OTHER · relevance 72%
no public price
VKLP
● OTHER · relevance 70%
no public price
github_jenqyangawesomeaiagents
● OTHER · relevance 70%
no public price
AAgents3Ranked by relevance
zot
● AGENT · relevance 72%
no public price
osa
● AGENT · relevance 72%
no public price
agent_opfor
● AGENT · relevance 71%
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.