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Market around knowledgereduce

Open-source Knowledge-RAG pipeline that extracts, attributes, filters, ranks, deduplicates, and exports document facts for fine-tuning or retrieval. Includes reliability scoring, graph storage integrations, critique loops, and a Hermes skill.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
knowledgereduce · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
knowledgereduce doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
21st pctile
15 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$29/mo
19 priced · $14–$77 mid 50%
MCP servers · Pro median
$240/mo
2 priced · $135–$344 mid 50%
Platforms · Pro median
$39/mo
1 priced · $39–$39 mid 50%
Frameworks · Pro median
$500/mo
1 priced · $500–$500 mid 50%

Agents cost 0.1× MCP servers at the Pro tier.

Price spectrum · Pro plans · 16 of 23 providers priced · log scale · $1.5 → $500/mo
Agents MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)knowledgereduce has no comparable Pro price — not plotted

Products in this market

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

OOther4Ranked by relevance
knowledgereducethis listing
● OTHER · relevance 100%
no public price
kudra
● OTHER · relevance 71%
no Pro plan
entry $209/mo
formx_ai
● OTHER · relevance 69%
no Pro plan
entry $299/mo
nvidia_ai_data_platform
● OTHER · relevance 63%
no public price
MMCP servers10Ranked by relevance
talonic-mcp
● MCP · relevance 74%
no Pro plan
entry $12/mo
flexorch_mcp
● MCP · relevance 72%
$30/mo Pro
-87% vs Pro median
nutrient_document_engine_mcp
● MCP · relevance 70%
no public price
SuperAIDB
● MCP · relevance 68%
no public price
Iteration Layer
● MCP · relevance 67%
no public price
dock-ai
● MCP · relevance 66%
no public price
DE
Developer Utilities
● MCP · relevance 65%
no Pro plan
entry $10/mo
pageindex
● MCP · relevance 65%
no public price
docforge
● MCP · relevance 65%
no Pro plan
entry $10/mo
nutrient_dws_mcp
● MCP · relevance 64%
no public price
AAgents33Ranked by relevance
V7 Go Data Extraction Agent
● AGENT · relevance 74%
no public price
eigenpal
● AGENT · relevance 70%
no public price
nutrient_ai
● AGENT · relevance 70%
no public price
Web Design Agency AI Review Assistant
● AGENT · relevance 70%
$15/mo Pro
-48% vs Pro median
buzzi
● AGENT · relevance 70%
no public price
v7_labs
● AGENT · relevance 69%
no public price
artificio
● AGENT · relevance 69%
$99/mo Pro
+241% vs Pro median
PerfectParser
● AGENT · relevance 69%
$99 one-time Pro
not monthly-comparable
januslm
● AGENT · relevance 68%
no public price
upstage_document_intelligence
● AGENT · relevance 68%
no public price
reducto
● AGENT · relevance 68%
no public price
eccentex_adaptive_document_man
● AGENT · relevance 68%
$40/mo Pro
+38% vs Pro median
swiftask_ai_agents
● AGENT · relevance 68%
$1.5/mo Pro
-95% vs Pro median
docugenie_ai
● AGENT · relevance 67%
no public price
Claro AI Research Agent
● AGENT · relevance 67%
no public price
continua_ai
● AGENT · relevance 67%
no public price
AI Agent for Logistics & Supply Chain
● AGENT · relevance 67%
$6/mo Pro
-79% vs Pro median
hipdf_ai_agent
● AGENT · relevance 66%
no public price
pelayar_spreadsheet_agent
● AGENT · relevance 65%
$19/mo Pro
-34% vs Pro median
revver_docs
● AGENT · relevance 65%
$25/mo Pro
-14% vs Pro median
unsiloed_ai
● AGENT · relevance 65%
$250/mo Pro
+762% vs Pro median
v7labs_hr_agent
● AGENT · relevance 65%
no public price
Box Agent
● AGENT · relevance 65%
no public price
Data Collection AI Agent
● AGENT · relevance 64%
$50/mo Pro
+72% vs Pro median
aiagentdocs
● AGENT · relevance 64%
$12.99/mo Pro
-55% vs Pro median
parseur
● AGENT · relevance 64%
no public price
letters_of_credit_agentic_auto
● AGENT · relevance 64%
no public price
assistents_shipping
● AGENT · relevance 64%
no public price
Trebol
● AGENT · relevance 63%
no public price
Parsio
● AGENT · relevance 63%
no Pro plan
entry $24/mo
smallpdf_ai_assistant
● AGENT · relevance 63%
$10/mo Pro
-66% vs Pro median
docuqueue
● AGENT · relevance 63%
$29/mo Pro
0% vs Pro median
lawline
● AGENT · relevance 63%
$99/mo Pro
+241% vs Pro median
PPlatforms1Ranked by relevance
ai_drive
● PLATFORM · relevance 72%
$39/mo Pro
FFrameworks2Ranked by relevance
LlamaParse
● FRAMEWORK · relevance 67%
$500/mo Pro
kappa_graph
● FRAMEWORK · relevance 63%
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.