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Market around ask_cooter

Open-source PDF question-answering tool that uses vision extraction, embeddings, and pgvector to answer questions about scanned or digital documents with citations. Available via CLI, local chat UI, and MCP server.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Ask Cooter · Pro
No Pro plan
—
Pro-agent median
$13.99
across 8 priced agents
vs Pro agents
No comparison
Ask Cooter doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
17th pctile
10 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$13.99/mo
8 priced · $10.62–$26 mid 50%
MCP servers · Pro median
$28/mo
4 priced · $20.5–$34 mid 50%
Platforms · Pro median
$24.99/mo
3 priced · $17.49–$31.99 mid 50%

Agents cost 0.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 13 of 16 providers priced · log scale · $6 → $99/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Ask Cooter has no comparable Pro price — not plotted

Products in this market

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

AAgents25Ranked by relevance
ask_cooterthis listing
● AGENT · relevance 100%
no public price
1min_ai_pdf_chat
● AGENT · relevance 79%
no public price
boei_pdf_ai
● AGENT · relevance 77%
no Pro plan
entry $19/mo
pdfpeer
● AGENT · relevance 76%
$14.99/mo Pro
+7% vs Pro median
aiagentdocs
● AGENT · relevance 75%
$12.99/mo Pro
-7% vs Pro median
citelocal_agent
● AGENT · relevance 74%
no public price
document_qa_assistant
● AGENT · relevance 73%
no public price
research_assistant
● AGENT · relevance 69%
no public price
hipdf_ai_agent
● AGENT · relevance 68%
no public price
readingisfun
● AGENT · relevance 67%
no public price
smallpdf_ai_assistant
● AGENT · relevance 67%
$10/mo Pro
-29% vs Pro median
embedai_knowledge_search
● AGENT · relevance 66%
$99/mo Pro
+608% vs Pro median
ai_assistant
● AGENT · relevance 66%
$10.83/mo Pro
-23% vs Pro median
google_drive_rag_agent
● AGENT · relevance 65%
$29/mo Pro
+107% vs Pro median
smry
● AGENT · relevance 65%
$6/mo Pro
-57% vs Pro median
Khoj
● AGENT · relevance 65%
no public price
google_notebooklm
● AGENT · relevance 65%
no public price
notes_quiz_agent
● AGENT · relevance 64%
no public price
root_kg
● AGENT · relevance 64%
no public price
custom_gpts
● AGENT · relevance 64%
no public price
qbrin
● AGENT · relevance 63%
$25/mo Pro
+79% vs Pro median
ai_healthcare_app
● AGENT · relevance 63%
no public price
ai_knowledge_base_assistant
● AGENT · relevance 63%
no Pro plan
entry $199/mo
orra_rag_agent
● AGENT · relevance 63%
no public price
research_document_summarizatio
● AGENT · relevance 63%
no public price
MMCP servers20Ranked by relevance
ninjadoc
● MCP · relevance 78%
$25 usage Pro
not monthly-comparable
pageindex
● MCP · relevance 68%
no public price
docimprint
● MCP · relevance 68%
$29/mo Pro
+4% vs Pro median
Marrine RAG MCP Server
● MCP · relevance 68%
no public price
PennyOCR MCP
● MCP · relevance 67%
no public price
MCP RAG Server
● MCP · relevance 67%
no public price
vocr
● MCP · relevance 67%
$27/mo Pro
-4% vs Pro median
Ragora
● MCP · relevance 67%
no public price
pdf_mcp_2
● MCP · relevance 65%
no public price
pdf_mcp
● MCP · relevance 65%
no public price
DocSift
● MCP · relevance 65%
no public price
dock-ai
● MCP · relevance 64%
no public price
Mnē-MCP
● MCP · relevance 64%
no public price
dual_extract_mcp
● MCP · relevance 63%
no public price
knowledge_rag
● MCP · relevance 63%
no public price
anylens
● MCP · relevance 63%
no public price
synorive
● MCP · relevance 63%
no public price
OpenCode Document RAG MCP
● MCP · relevance 63%
no public price
agentready
● MCP · relevance 63%
$49/mo Pro
+75% vs Pro median
mcp_documentation_server
● MCP · relevance 63%
no public price
OOther2Ranked by relevance
chatwithpdf
● OTHER · relevance 74%
no public price
Agentic RAG
● OTHER · relevance 63%
no public price
PPlatforms2Ranked by relevance
ai_drive
● PLATFORM · relevance 66%
$39/mo Pro
+56% vs Pro median
pdfassistant
● PLATFORM · relevance 63%
$9.99/mo Pro
-60% vs Pro median
FFrameworks1Ranked by relevance
flexible_graphrag_2
● 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.