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Market around RAG Agent

Open-source Python agent that answers questions about user-provided documents using semantic retrieval, tool calling, source citations, and ChromaDB. Includes CLI and HTTP API interfaces.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
RAG Agent · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
RAG Agent doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
32nd pctile
28 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$25/mo
8 priced · $15.31–$41.75 mid 50%
MCP servers · Pro median
$29/mo
3 priced · $24.5–$29 mid 50%

Agents cost 0.9× MCP servers at the Pro tier.

Price spectrum · Pro plans · 11 of 17 providers priced · log scale · $12.99 → $99/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)RAG Agent has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches RAG Agent'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
RAG Agentthis listing
● OTHER · relevance 100%
no public price
vector_knowledge_base
● OTHER · relevance 72%
no public price
Agentic RAG
● OTHER · relevance 69%
no public price
read_anything
● OTHER · relevance 66%
no public price
AAgents23Ranked by relevance
1min_ai_pdf_chat
● AGENT · relevance 77%
no public price
KnowledgeAgent
● AGENT · relevance 77%
no public price
ask_cooter
● AGENT · relevance 77%
no public price
boei_pdf_ai
● AGENT · relevance 76%
no Pro plan
entry $19/mo
aiagentdocs
● AGENT · relevance 76%
$12.99/mo Pro
-48% vs Pro median
pdfpeer
● AGENT · relevance 74%
$14.99/mo Pro
-40% vs Pro median
document_qa_assistant
● AGENT · relevance 73%
no public price
embedai_knowledge_search
● AGENT · relevance 71%
$99/mo Pro
+296% vs Pro median
research_assistant
● AGENT · relevance 71%
no public price
Enterprise RAG Agent
● AGENT · relevance 70%
no public price
Khoj
● AGENT · relevance 69%
no public price
google_drive_rag_agent
● AGENT · relevance 69%
$29/mo Pro
+16% vs Pro median
qbrin
● AGENT · relevance 69%
$25/mo Pro
0% vs Pro median
orra_rag_agent
● AGENT · relevance 69%
no public price
root_kg
● AGENT · relevance 68%
no public price
AI Research Agent
● AGENT · relevance 68%
$25/mo Pro
0% vs Pro median
custom_gpts
● AGENT · relevance 68%
no public price
google_notebooklm
● AGENT · relevance 68%
no public price
smry
● AGENT · relevance 68%
$80/mo Pro
+220% vs Pro median
sigmaos
● AGENT · relevance 67%
no public price
ai_doctor
● AGENT · relevance 67%
no public price
ai_knowledge_base_assistant
● AGENT · relevance 66%
no Pro plan
entry $199/mo
ai_assistant
● AGENT · relevance 66%
$15.42/mo Pro
-38% vs Pro median
MMCP servers20Ranked by relevance
Personal Knowledge-Base MCP Server
● MCP · relevance 71%
no public price
ninjadoc
● MCP · relevance 71%
$25 usage Pro
not monthly-comparable
perplexity_search
● MCP · relevance 70%
no Pro plan
entry $10/mo
agentos_knowledge
● MCP · relevance 70%
no public price
AL
alexandria
● MCP · relevance 70%
no public price
Ragora
● MCP · relevance 69%
no public price
MCP RAG Server
● MCP · relevance 69%
no public price
doc4d
● MCP · relevance 68%
no public price
agent_fusion
● MCP · relevance 68%
no public price
zotseek
● MCP · relevance 67%
no public price
Knowledge Raven
● MCP · relevance 67%
$29/mo Pro
0% vs Pro median
ForgeMesh Library
● MCP · relevance 67%
no public price
docimprint
● MCP · relevance 67%
$29/mo Pro
0% vs Pro median
cowork_semantic_search
● MCP · relevance 67%
no public price
Space Frontiers
● MCP · relevance 67%
$20/mo Pro
-31% vs Pro median
Mnē-MCP
● MCP · relevance 67%
no public price
BrainTube
● MCP · relevance 66%
no Pro plan
entry $10/mo
mcp_documentation_server
● MCP · relevance 66%
no public price
RepoSage
● MCP · relevance 66%
no public price
sunbeam_memory
● MCP · relevance 66%
no public price
AAPIs1Ranked by relevance
moss
● API · relevance 68%
no Pro plan
entry $30/mo
FFrameworks2Ranked by relevance
docmd_assistant
● FRAMEWORK · relevance 67%
no public price
kappa_graph
● FRAMEWORK · relevance 65%
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.