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Market around iktisad

A native MCP server that reduces context and token costs for AI coding agents by compacting terminal output, skeletonizing codebases, detecting retry loops, and routing model workloads.

Visit shiny-apricot.github.io ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
iktisad · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
iktisad doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
90th pctile
1286 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 4 of 7 providers priced · log scale · $7.42 → $250/mo
MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)iktisad has no comparable Pro price — not plotted

Products in this market

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

OOther10Ranked by similarity
iktisadthis listing
● OTHER
no public price
Zero Token
● OTHER81% similar
no public price
Ment Ai Cost Optimisation
● OTHER81% similar
no Pro plan
entry $20/mo
Honey (I Shrunk the AI)
● OTHER81% similar
no public price
In-Container LSP Daemon
● OTHER78% similar
no public price
KlockSaver
● OTHER78% similar
no public price
Chisle
● OTHER78% similar
no public price
sot-graph
● OTHER78% similar
no public price
Agent Project Intelligence
● OTHER78% similar
no public price
skimread
● OTHER77% similar
no public price
MMCP servers22Ranked by similarity
EcoTokens
● MCP85% similar
no public price
tokencut
● MCP83% similar
no public price
TokenJar
● MCP82% similar
no public price
Costwise
● MCP82% similar
no public price
Reliary
● MCP81% similar
no public price
Context Mode
● MCP81% similar
$20/mo Pro
RagPilot
● MCP80% similar
no public price
Tokenectomy Razor
● MCP79% similar
no public price
Codebase Context MCP
● MCP79% similar
no public price
ZergSwarm
● MCP79% similar
no public price
Prompt Optimizer
● MCP78% similar
no public price
Context Optimizer
● MCP78% similar
no public price
codebase-memory-mcp
● MCP78% similar
no public price
Corulix
● MCP78% similar
no public price
Search Code MCP
● MCP78% similar
no public price
Amdb
● MCP78% similar
no public price
orbitkb
● MCP77% similar
no public price
shush
● MCP77% similar
no public price
mcp-token-saver
● MCP77% similar
$250/mo Pro
Roam Code
● MCP77% similar
no public price
CogniCode
● MCP77% similar
no public price
Context Sherpa
● MCP77% similar
no public price
AAPIs1Ranked by similarity
TokenSafe
● API85% similar
$7.42/mo Pro
PPlatforms4Ranked by similarity
Edgee
● PLATFORM84% similar
no Pro plan
entry $34/mo
Mixdog
● PLATFORM80% similar
no public price
Minimax
● PLATFORM78% similar
$55/mo Pro
Morph
● PLATFORM78% similar
$2.50 usage Pro
not monthly-comparable
FFrameworks6Ranked by similarity
Ctx 2
● FRAMEWORK81% similar
no public price
Grandpa
● FRAMEWORK81% similar
no public price
Mercury CLI
● FRAMEWORK78% similar
no public price
DecisionKit
● FRAMEWORK78% similar
no public price
rig
● FRAMEWORK77% similar
no public price
AIR - AI-optimized Information Representation
● FRAMEWORK77% similar
no public price
AAgents7Ranked by similarity
tare
● AGENT79% similar
no public price
Klyxor
● AGENT78% similar
no public price
Kage
● AGENT78% similar
no public price
Zero Terminal Agent
● AGENT78% similar
no public price
Clawcodex
● AGENT78% similar
no public price
Ensemble
● AGENT77% similar
no public price
Ante
● AGENT77% 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.