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Market around Qiongli

An open-source academic research CLI that provides AI research skills, templates, and Lite/Full MCP support for planning studies, searching literature, drafting and reviewing manuscripts, running research code, and preserving traceable evidence records.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Qiongli · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Qiongli doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
81st pctile
465 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$18.99/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 5 of 6 providers priced · log scale · $5.99 → $99/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Qiongli has no comparable Pro price — not plotted

Products in this market

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

FFrameworks13Ranked by similarity
Qionglithis listing
● FRAMEWORK
no public price
KYVAutoResearch v2
● FRAMEWORK83% similar
no public price
Openecon Ai
● FRAMEWORK80% similar
no public price
Scholaraio
● FRAMEWORK79% similar
no public price
Deep Research
● FRAMEWORK77% similar
no public price
Deep Research Ai Agent
● FRAMEWORK76% similar
no public price
Skills
● FRAMEWORK74% similar
no public price
Enterprise Harness Engineering
● FRAMEWORK74% similar
no public price
Minicode
● FRAMEWORK74% similar
no public price
Openclaw Github
● FRAMEWORK74% similar
no public price
AuthorOps-Pipeline
● FRAMEWORK74% similar
no public price
Skillport
● FRAMEWORK73% similar
no public price
OpenPortable
● FRAMEWORK73% similar
no public price
OOther10Ranked by similarity
AI-Research-OS
● OTHER86% similar
no public price
genspark-claw
● OTHER80% similar
no public price
MCP Servers
● OTHER79% similar
no public price
Skills
● OTHER78% similar
no public price
Research Agent Skills
● OTHER76% similar
no public price
Breakthrough Ai Research Googl
● OTHER75% similar
no public price
Web Research to Docs
● OTHER75% similar
no public price
Enock's Agentic Workflows Skills
● OTHER75% similar
no public price
Freesearchx
● OTHER73% similar
no public price
Ai Agent Skills
● OTHER73% similar
no public price
PPlatforms7Ranked by similarity
Papersflow
● PLATFORM78% similar
$20/mo Pro
Arhub
● PLATFORM77% similar
no public price
Hypothex
● PLATFORM77% similar
no public price
Fast Agent
● PLATFORM76% similar
no public price
Worktable
● PLATFORM75% similar
no public price
Thesis
● PLATFORM75% similar
no public price
Bigbud
● PLATFORM74% similar
no public price
MMCP servers13Ranked by similarity
Browseai Dev
● MCP77% similar
no public price
ArXivLens MCP
● MCP76% similar
no public price
Paper Search
● MCP75% similar
no public price
Helio Commons
● MCP75% similar
no public price
DE
Deepresearch Bench Ii
● MCP75% similar
no public price
ST
Straelo Relay
● MCP75% similar
no public price
Autosearch
● MCP74% similar
no public price
Vibe Coder
● MCP74% similar
no public price
Research
● MCP74% similar
no public price
Strategy Lab
● MCP74% similar
no public price
Fincraftly
● MCP74% similar
no Pro plan
entry $179/mo
unified-fetch
● MCP74% similar
no public price
Ternlang
● MCP74% similar
$99/mo Pro
AAPIs1Ranked by similarity
OpenAI Deep Research API
● API77% similar
no public price
AAgents6Ranked by similarity
Lattics
● AGENT75% similar
$5.99/mo Pro
-68% vs Pro median
Researchpal
● AGENT75% similar
$9/mo Pro
-53% vs Pro median
Scienceclaw
● AGENT75% similar
no public price
ScholarAI
● AGENT75% similar
$18.99/mo Pro
0% vs Pro median
Corvus Agent
● AGENT74% similar
no public price
Copaper Ai
● AGENT74% 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.