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Market around Ars Umbris

An early-alpha macOS workspace and framework for building domain-specific systems for agentic knowledge work. It combines typed knowledge graphs, reusable tools and skills, extensible views, and MCP connectivity.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Ars Umbris · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Ars Umbris doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
61st pctile
156 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$72/mo
3 priced · $48.5–$75.5 mid 50%
Platforms · Pro median
$35/mo
4 priced · $19.67–$62.25 mid 50%
Price spectrum · Pro plans · 6 of 8 providers priced · log scale · $18.67 → $79/mo
MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)Ars Umbris has no comparable Pro price — not plotted

Products in this market

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

OOther3Ranked by similarity
Ars Umbristhis listing
● OTHER
no public price
Metabind
● OTHER73% similar
no public price
directed_memory_bank
● OTHER70% similar
no public price
PPlatforms23Ranked by similarity
akyn_ai
● PLATFORM76% similar
no public price
cowork_z
● PLATFORM74% similar
no public price
AgentXM
● PLATFORM74% similar
no public price
Fast Agent
● PLATFORM73% similar
no public price
Oynix
● PLATFORM73% similar
no public price
Worktable
● PLATFORM72% similar
no public price
CCHarness
● PLATFORM72% similar
no public price
Radix
● PLATFORM72% similar
no public price
chamber
● PLATFORM72% similar
no public price
OpenKnowledge
● PLATFORM71% similar
no public price
DeepSeek Harness Desktop
● PLATFORM71% similar
no public price
HexaHQ
● PLATFORM71% similar
no public price
CerebrumKit
● PLATFORM71% similar
no public price
NodAgent
● PLATFORM71% similar
no public price
weave
● PLATFORM71% similar
no public price
Laobos Agent Studio
● PLATFORM71% similar
no public price
xano_mcp_builder
● PLATFORM71% similar
$18.67/mo Pro
-47% vs Pro median
Dragon Work
● PLATFORM71% similar
no public price
openwork
● PLATFORM70% similar
no public price
Moltline Studio
● PLATFORM70% similar
no Pro plan
entry $19/mo
Domi
● PLATFORM70% similar
no public price
OzBrain
● PLATFORM70% similar
$20/mo Pro
-43% vs Pro median
Greta.sh
● PLATFORM70% similar
$50/mo Pro
+43% vs Pro median
MMCP servers12Ranked by similarity
Clear Thought 1.5
● MCP76% similar
no public price
kylrix
● MCP75% similar
no public price
sb_mcp
● MCP75% similar
$79/mo Pro
+10% vs Pro median
songofhawk_doco
● MCP73% similar
no public price
knownbase
● MCP72% similar
no Pro plan
entry $3/mo
Santismm Knowledge MCP
● MCP71% similar
no public price
AD
ADAS
● MCP71% similar
no public price
MCP Scaffold
● MCP71% similar
no public price
memento_2
● MCP71% similar
no public price
remnus
● MCP71% similar
$25/mo Pro
-65% vs Pro median
Brain Template
● MCP70% similar
no public price
Hivebook - The Knowledge Base for AI Agents
● MCP70% similar
no public price
FFrameworks12Ranked by similarity
nitrostack
● FRAMEWORK73% similar
$30/mo Pro
forwardcodesolutions
● FRAMEWORK72% similar
no public price
agent_mcp
● FRAMEWORK72% similar
no public price
AgentScope
● FRAMEWORK72% similar
no public price
AutoGen
● FRAMEWORK71% similar
no public price
plasma_wiki
● FRAMEWORK71% similar
no public price
project-mcp-tools
● FRAMEWORK71% similar
no public price
mcp_agent
● FRAMEWORK71% similar
no public price
minicode
● FRAMEWORK71% similar
no public price
flexible_graphrag_2
● FRAMEWORK71% similar
no public price
MCP Framework
● FRAMEWORK71% similar
no public price
meclaw
● FRAMEWORK70% 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.