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Market around huoshu

Open-source adaptive learning tool that turns textbooks into navigable knowledge graphs, uses RAG for cited retrieval, and provides Socratic LLM tutoring with IRT mastery tracking and SM-2 spaced repetition.

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Explore the market

Prices and medians update for the tier you select.

Compare at
huoshu · Pro
No Pro plan
—
Pro-agent median
$10
across 9 priced agents
vs Pro agents
No comparison
huoshu doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
17th pctile
10 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$10/mo
9 priced · $9.99–$19.99 mid 50%
MCP servers · Pro median
$30/mo
3 priced · $20.99–$41.04 mid 50%

Agents cost 0.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 10 of 13 providers priced · log scale · $1.99 → $499/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)huoshu has no comparable Pro price — not plotted

Products in this market

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

AAgents31Ranked by relevance
huoshuthis listing
● AGENT · relevance 100%
no public price
bloom_ai_tutor
● AGENT · relevance 74%
no public price
github_hkudsdeeptutor_quotdeep
● AGENT · relevance 73%
no public price
tars_ai_tutor
● AGENT · relevance 72%
$499/mo Pro
+4890% vs Pro median
LongTerMemory
● AGENT · relevance 72%
no public price
smart_study_agent
● AGENT · relevance 71%
no public price
sijiao_skill
● AGENT · relevance 71%
no public price
knowt
● AGENT · relevance 70%
no Pro plan
entry $12/mo
tutor_copilot
● AGENT · relevance 69%
no public price
yippity
● AGENT · relevance 69%
$9.99/mo Pro
0% vs Pro median
solvely
● AGENT · relevance 68%
$1.99/mo Pro
-80% vs Pro median
colleague_ai
● AGENT · relevance 68%
$10/mo Pro
0% vs Pro median
ai_tutor_pro
● AGENT · relevance 68%
no public price
memo_ai
● AGENT · relevance 67%
no public price
LeapOnSAT
● AGENT · relevance 67%
no public price
langotalk
● AGENT · relevance 66%
no public price
ai_tutor
● AGENT · relevance 65%
no public price
aceda
● AGENT · relevance 65%
$9.99/mo Pro
0% vs Pro median
eliott
● AGENT · relevance 65%
no public price
notes_quiz_agent
● AGENT · relevance 65%
no public price
nodenest_mindflare
● AGENT · relevance 64%
no public price
shiori_study_planner
● AGENT · relevance 64%
no public price
courseforge
● AGENT · relevance 64%
no public price
quadc_ai
● AGENT · relevance 63%
no public price
kards_agent
● AGENT · relevance 63%
no public price
atlas_school_ai_assistant
● AGENT · relevance 63%
no public price
langua
● AGENT · relevance 61%
$19.99/mo Pro
+100% vs Pro median
almanack
● AGENT · relevance 61%
$11.99/mo Pro
+20% vs Pro median
ai_learning_assistant_touchcla
● AGENT · relevance 61%
$4/mo Pro
-60% vs Pro median
lyzr_ai_ld
● AGENT · relevance 60%
no public price
Math Modeling Trainer
● AGENT · relevance 60%
no public price
PPlatforms5Ranked by relevance
course_factory
● PLATFORM · relevance 72%
no public price
timemachine
● PLATFORM · relevance 64%
no public price
ai_native_learning_os
● PLATFORM · relevance 63%
no public price
exam_intellect
● PLATFORM · relevance 62%
no public price
reviva
● PLATFORM · relevance 60%
no public price
OOther4Ranked by relevance
Longwu AI Tutor
● OTHER · relevance 66%
no public price
lecture_to_hw
● OTHER · relevance 63%
no public price
feynman_tutor
● OTHER · relevance 62%
no public price
english_tutor_agent
● OTHER · relevance 60%
no public price
FFrameworks1Ranked by relevance
scientific_learning_skills
● FRAMEWORK · relevance 66%
no public price
MMCP servers9Ranked by relevance
quizlar
● MCP · relevance 66%
no public price
rabbithole
● MCP · relevance 65%
no public price
EduBase
● MCP · relevance 63%
no public price
deckbase
● MCP · relevance 62%
$11.99/mo Pro
-60% vs Pro median
tutor_lms_mcp_server
● MCP · relevance 62%
no public price
recall_2
● MCP · relevance 62%
no Pro plan
entry $15/mo
Context Course Text Processor MCP
● MCP · relevance 61%
no public price
deepmark
● MCP · relevance 61%
$30/mo Pro
0% vs Pro median
glossema
● MCP · relevance 60%
no Pro plan
entry $10/mo

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.