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Market around TokenGraph

A local-first MCP plugin for Codex and Claude Code that routes compact context from code, SQL, memory, and logs.

Visit gitlab.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
TokenGraph · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
TokenGraph doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
56th pctile
15 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables
Price spectrum · Pro plans · 2 of 4 providers priced · log scale · $8 → $12/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)TokenGraph has no comparable Pro price — not plotted

Products in this market

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

MMCP servers34Ranked by similarity
TokenGraphthis listing
● MCP
no public price
CodeMemory
● MCP77% similar
no public price
knowledge-commons
● MCP77% similar
no public price
Session Steward
● MCP75% similar
no public price
Jev Context MCP
● MCP74% similar
no public price
OptChat
● MCP74% similar
no public price
AI Chat Memory
● MCP74% similar
no public price
Agent Cowork Memory
● MCP74% similar
no public price
Ember-4 Memory
● MCP74% similar
no public price
Codex Site Kit
● MCP73% similar
no public price
nouez
● MCP73% similar
no public price
Colmena MCP
● MCP73% similar
no public price
Claude Memory Mcp 2
● MCP73% similar
no public price
ClaudeBase
● MCP73% similar
no public price
trace-mcp
● MCP73% similar
no public price
Motif Solo
● MCP73% similar
no public price
Codex Free Worker
● MCP73% similar
no public price
Agent Wire
● MCP72% similar
no public price
session-hub
● MCP72% similar
no public price
chat-recall
● MCP72% similar
no Pro plan
entry $15/mo
Codex Mcp Tool
● MCP72% similar
no public price
Rtfm
● MCP72% similar
no public price
agent-chat
● MCP72% similar
no public price
AI Bridge
● MCP72% similar
no public price
Codex Job Orchestrator
● MCP72% similar
no public price
Pensieve
● MCP72% similar
no public price
Codex Session Messenger
● MCP72% similar
no public price
Memlio
● MCP72% similar
no public price
Tandem
● MCP71% similar
no public price
consult
● MCP71% similar
no public price
Task Journal
● MCP71% similar
no public price
AI Worlds Knowledge MCP
● MCP71% similar
no public price
PlanLimits MCP server
● MCP71% similar
$8/mo Pro
Agentmako
● MCP71% similar
no public price
PPlatforms3Ranked by similarity
Jev Router
● PLATFORM74% similar
no public price
Muster
● PLATFORM72% similar
no public price
brgr
● PLATFORM72% similar
no public price
OOther8Ranked by similarity
Docmancer
● OTHER74% similar
no Pro plan
entry $5/mo
Codex Context Studio
● OTHER73% similar
no public price
Context Graph
● OTHER72% similar
no public price
Ultracode Skill
● OTHER72% similar
no public price
AgentPlayback
● OTHER72% similar
no public price
Hall Monitor
● OTHER72% similar
no public price
Tech Recall
● OTHER72% similar
no public price
skillmem
● OTHER72% similar
no public price
AAgents2Ranked by similarity
Notion AI Hub
● AGENT73% similar
no public price
BuildGist
● AGENT72% similar
$12/mo Pro
FFrameworks3Ranked by similarity
SightMesh
● FRAMEWORK73% similar
no public price
cfetch
● FRAMEWORK72% similar
no public price
Graphicle
● FRAMEWORK72% 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.