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Market around LLMFlow Search

An open-source LangGraph web research agent for macOS that uses local Ollama models and MCP tools to gather evidence, verify answers, provide citations, and generate PDF reports.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
LLMFlow Search · Pro
No Pro plan
—
Pro-agent median
$25
across 3 priced agents
vs Pro agents
No comparison
LLMFlow Search doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
34th pctile
7 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables
Agents · Pro median
$25/mo
3 priced · —–— mid 50%
MCP servers · Pro median
$29/mo
3 priced · —–— mid 50%

Agents cost 0.9× MCP servers at the Pro tier.

Price spectrum · Pro plans · 7 of 8 providers priced · log scale · $15 → $59/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)LLMFlow Search has no comparable Pro price — not plotted

Products in this market

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

AAgents16Ranked by similarity
LLMFlow Searchthis listing
● AGENT
no public price
Citelocal Agent
● AGENT78% similar
no public price
DeepResearch Agent
● AGENT78% similar
no public price
AI Hotspot Agent
● AGENT73% similar
no public price
citescout
● AGENT73% similar
no public price
Open Deep Research
● AGENT72% similar
no public price
Wjarr Ai Research
● AGENT72% similar
no public price
AI Research Assistant
● AGENT71% similar
no public price
StripSearch
● AGENT71% similar
no public price
MERIDIAN Autonomous Research Desk
● AGENT71% similar
no public price
Webhound
● AGENT71% similar
no public price
SciPaper Harness
● AGENT71% similar
no public price
Prowl Research Agent
● AGENT70% similar
no public price
InsightForge
● AGENT70% similar
no public price
PaperPilot
● AGENT70% similar
no public price
Langgraph4j Deep Researcher
● AGENT70% similar
no public price
AAPIs2Ranked by similarity
x402 Zadenworks
● API73% similar
no public price
AI Research API
● API72% similar
no public price
MMCP servers6Ranked by similarity
Synorive
● MCP72% similar
no public price
Research Agent by Nova
● MCP72% similar
no public price
Browseai Dev
● MCP71% similar
no public price
MCP Web Research Kit
● MCP71% similar
$59/mo Pro
+103% vs Pro median
Web Research to Docs
● MCP70% similar
no public price
Stormap
● MCP70% similar
no public price
PPlatforms1Ranked by similarity
BRONTIR
● PLATFORM72% similar
$15/mo Pro

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.