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Market around Winnow

An open-source LangGraph pipeline that compresses group chat messages into structured knowledge, maintains long-term group memory, analyzes media, and exposes the knowledge layer through MCP tools.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Winnow · Pro
No Pro plan
—
Pro-MCP server median
$49
across 11 priced MCP servers
vs Pro MCP servers
No comparison
Winnow doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
61st pctile
168 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$49/mo
11 priced · $19.22–$74 mid 50%
Price spectrum · Pro plans · 12 of 19 providers priced · log scale · $8.99 → $1480/mo
MCP servers◻ shaded = middle 50% · line = median (all types)Winnow has no comparable Pro price — not plotted

Products in this market

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

MMCP servers45Ranked by similarity
Winnowthis listing
● MCP
no public price
Chatwork
● MCP78% similar
no public price
DialogBrain
● MCP75% similar
no Pro plan
entry $5/mo
Get It Done
● MCP75% similar
$12/mo Pro
-76% vs Pro median
CO
Core
● MCP74% similar
no public price
ChatGPT Web MCP
● MCP74% similar
no public price
Consumer
● MCP74% similar
no public price
FORMLOVA
● MCP73% similar
$1480/mo Pro
+2920% vs Pro median
Bitflix MCP Apps Example
● MCP73% similar
no public price
RAG as MCP
● MCP73% similar
no public price
Structured Output MCP Agent
● MCP73% similar
no public price
Phase One Big
● MCP73% similar
no public price
Basemouse
● MCP73% similar
no Pro plan
entry $29/mo
Knownbase
● MCP73% similar
no Pro plan
entry $3/mo
reap AI Clipping
● MCP72% similar
no Pro plan
entry $10/mo
Discourse Forum
● MCP72% similar
no public price
X
X (Twitter)
● MCP72% similar
no public price
Agentic-KB
● MCP72% similar
no public price
Transfer 83blue
● MCP72% similar
no public price
Grok MCP
● MCP72% similar
no public price
Remnant
● MCP71% similar
no public price
Context Studios
● MCP71% similar
no public price
Entity Enricher
● MCP71% similar
$99/mo Pro
+102% vs Pro median
Gnosari
● MCP71% similar
no Pro plan
entry $29/mo
Immersive Commons Floor10
● MCP71% similar
no public price
capture
● MCP71% similar
$16.99/mo Pro
-65% vs Pro median
ChatGPT Local KB MCP
● MCP71% similar
no public price
NinjaChat MCP
● MCP71% similar
$18/mo Pro
-63% vs Pro median
Scribiz
● MCP71% similar
no public price
Songofhawk Doco
● MCP71% similar
no public price
Confluence MCP Server
● MCP71% similar
no public price
Ego Chat
● MCP71% similar
no public price
Nymbo Tools MCP
● MCP71% similar
no public price
Glif
● MCP71% similar
$30/mo Pro
-39% vs Pro median
Bhived
● MCP71% similar
no Pro plan
entry $13/mo
Sitelas
● MCP71% similar
$9/mo Pro
-82% vs Pro median
Meicut
● MCP71% similar
$8.99/mo Pro
-82% vs Pro median
Doc Convert
● MCP71% similar
no public price
Crawlora
● MCP71% similar
$79/mo Pro
+61% vs Pro median
Vidguy
● MCP71% similar
$69/mo Pro
+41% vs Pro median
Tools4Skool MCP
● MCP71% similar
no public price
Mindola
● MCP71% similar
$49/mo Pro
0% vs Pro median
llmtomd
● MCP71% similar
$49/mo Pro
0% vs Pro median
Stack exchange
● MCP71% similar
no public price
AI Assistant
● MCP71% similar
no public price
PPlatforms4Ranked by similarity
Akyn Ai
● PLATFORM73% similar
no public price
Super Agent
● PLATFORM71% similar
no public price
NodAgent
● PLATFORM71% similar
no public price
Manufact 2
● PLATFORM70% similar
no Pro plan
entry $30/mo
AAgents1Ranked by similarity
Mcp Chatbot
● AGENT71% 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.