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Market around decision-lite

An open-source MCP server that answers typed choice, score, and noul questions with probability distributions and confidence. Supports local Needle or Laya models and OpenAI-compatible endpoints, with calibration tracking and evaluation tools.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
decision-lite · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
decision-lite doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
48th pctile
89 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$30/mo
5 priced · $29–$98 mid 50%
Price spectrum · Pro plans · 6 of 7 providers priced · log scale · $10 → $98/mo
MCP servers APIs◻ shaded = middle 50% · line = median (all types)decision-lite has no comparable Pro price — not plotted

Products in this market

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

OOther4Ranked by similarity
decision-litethis listing
● OTHER
no public price
Jev CLI
● OTHER72% similar
no public price
Multi-Source MCP Benchmark
● OTHER72% similar
no public price
Agent Arcade: Reasoning Games
● OTHER70% similar
no public price
MMCP servers29Ranked by similarity
askjev
● MCP78% similar
no public price
TypeSafe MCP
● MCP78% similar
no public price
Liminality
● MCP77% similar
no public price
DA
Databutler Stats
● MCP77% similar
no public price
Decisions Judge MCP
● MCP77% similar
no public price
Jef MCP
● MCP76% similar
no public price
Getabrain
● MCP76% similar
no public price
Wiki RAG MCP
● MCP74% similar
no public price
Jev AI
● MCP74% similar
$98/mo Pro
+227% vs Pro median
jev-eval-mcp
● MCP73% similar
no public price
Brainstorm
● MCP73% similar
no public price
decidealot
● MCP73% similar
no public price
ClefMCP
● MCP72% similar
no public price
tani
● MCP72% similar
no public price
Earth Grounding
● MCP72% similar
no public price
Laya MCP Server
● MCP72% similar
no public price
rigor
● MCP72% similar
no public price
Laya Judge
● MCP71% similar
no public price
Synero AI Council MCP Server
● MCP71% similar
$10/mo Pro
-67% vs Pro median
MCP Verdict
● MCP71% similar
no public price
PL
Plexus Intelligence
● MCP71% similar
no public price
HF MCP Server
● MCP71% similar
no public price
OpenDecider
● MCP71% similar
no public price
Evalgate
● MCP71% similar
no public price
Gateway
● MCP70% similar
no public price
Codex–Claude Council
● MCP70% similar
no public price
Clearfactr
● MCP70% similar
no public price
Tinyfn
● MCP70% similar
$30/mo Pro
0% vs Pro median
Multi-Provider MCP Server
● MCP70% similar
no public price
PPlatforms1Ranked by similarity
Alcock Arena
● PLATFORM74% similar
no public price
AAPIs1Ranked by similarity
Jev API
● API72% similar
$39 one-time Pro
not monthly-comparable
AAgents1Ranked by similarity
Kev-0.8B
● 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.