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Market around SciFlow MCP

An MCP server for scientists and AI agents to build reproducible, interoperable analysis workflows over stamped scientific data, including time-, depth-, and frequency-indexed arrays and event intervals.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
SciFlow MCP · Pro
No Pro plan
—
Pro-MCP server median
$165
across 4 priced MCP servers
vs Pro MCP servers
No comparison
SciFlow MCP doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
61st pctile
211 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$165/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 5 of 7 providers priced · log scale · $12 → $300/mo
MCP servers APIs◻ shaded = middle 50% · line = median (all types)SciFlow MCP has no comparable Pro price — not plotted

Products in this market

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

MMCP servers30Ranked by similarity
SciFlow MCPthis listing
● MCP
no public price
Jdatamunch
● MCP76% similar
no public price
Oleander
● MCP75% similar
$300/mo Pro
+82% vs Pro median
SQAI MCP
● MCP75% similar
no public price
Rival Search
● MCP74% similar
no public price
DE
Developer Utilities
● MCP73% similar
no public price
Jetty
● MCP73% similar
no public price
rows.page MCP Server
● MCP73% similar
$12/mo Pro
-93% vs Pro median
WispLab CLI
● MCP73% similar
no public price
Omni Scraper MCP
● MCP73% similar
no public price
SW
Swarm Web Crawller
● MCP72% similar
no public price
DeepResearch MCP Server
● MCP72% similar
no public price
Azquo
● MCP72% similar
no public price
Encode Toolkit
● MCP72% similar
no public price
Lemma
● MCP72% similar
no public price
toil
● MCP72% similar
no public price
DE
Developer Utilities
● MCP72% similar
no public price
aTars MCP by aarna
● MCP71% similar
no public price
AR
Armor
● MCP71% similar
no public price
Antalpha-MCP
● MCP71% similar
no public price
ARGUS
● MCP71% similar
no public price
Bryan Matrix
● MCP71% similar
no public price
Openpharma
● MCP71% similar
no public price
Autario Data Analytics Platform
● MCP71% similar
$49/mo Pro
-70% vs Pro median
CloudCrane Workspace MCP
● MCP71% similar
no public price
slim-sheet
● MCP71% similar
no public price
Earth Grounding
● MCP71% similar
$49/mo Pro
-70% vs Pro median
Mcp Workers
● MCP71% similar
no public price
HiveHall
● MCP71% similar
no public price
Tools That Dont Upload
● MCP71% similar
$10 one-time Pro
not monthly-comparable
PPlatforms7Ranked by similarity
Manifold Ai
● PLATFORM75% similar
no public price
Morphmind
● PLATFORM75% similar
no public price
Open Science
● PLATFORM74% similar
no public price
Tako
● PLATFORM73% similar
no public price
SimpleServe
● PLATFORM71% similar
no public price
Bigdata Platform
● PLATFORM71% similar
no public price
Claygent
● PLATFORM71% similar
no Pro plan
entry $167/mo
FFrameworks4Ranked by similarity
Lotus
● FRAMEWORK74% similar
no public price
Sgmap
● FRAMEWORK72% similar
no public price
Ai Data Analyst Agent
● FRAMEWORK71% similar
no public price
KYVAutoResearch v2
● FRAMEWORK71% similar
no public price
OOther5Ranked by similarity
Forsy
● OTHER73% similar
no public price
Enock's Agentic Workflows Skills
● OTHER72% similar
no public price
Ai Agent Skills
● OTHER72% similar
no public price
Joomen
● OTHER71% similar
no public price
Google Cloud Agent
● OTHER71% similar
no public price
AAPIs2Ranked by similarity
OpenAI Deep Research API
● API72% similar
no public price
Synth
● API71% similar
$20/mo Pro
AAgents2Ranked by similarity
Luma AI Co-scientist
● AGENT71% similar
no public price
Evoscientist
● 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.