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Market around Andromeda Agent Lab

A research environment for studying how AI agents discover and use websites, with machine-readable pages, an A2A agent card, OpenAPI documentation, and a streamable HTTP MCP endpoint.

Visit lab.ai-andromeda.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Andromeda Agent Lab · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Andromeda Agent Lab doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
99th pctile
2358 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$83/mo
5 priced · $49–$99 mid 50%
Platforms · Pro median
$20/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 9 of 11 providers priced · log scale · $19 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Andromeda Agent Lab has no comparable Pro price — not plotted

Products in this market

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

OOther1Ranked by similarity
Andromeda Agent Labthis listing
● OTHER
no public price
MMCP servers43Ranked by similarity
unified-fetch
● MCP88% similar
no public price
DI
discoveryagent
● MCP87% similar
no public price
Stormap
● MCP86% similar
no public price
Agent Web Combo
● MCP86% similar
no public price
Nimble MCP Server
● MCP86% similar
no public price
SeekMux
● MCP85% similar
no public price
Ninelayer
● MCP85% similar
$29/mo Pro
-65% vs Pro median
Sofya
● MCP85% similar
no public price
HasData MCP Server
● MCP84% similar
no public price
Unbrowse
● MCP84% similar
no public price
stillo
● MCP84% similar
no public price
Sarvcrawl
● MCP84% similar
no Pro plan
entry $10/mo
Agentready
● MCP84% similar
$49/mo Pro
-41% vs Pro median
0mod
● MCP83% similar
no public price
Web Scraping
● MCP83% similar
no public price
RE
Refetch
● MCP83% similar
no public price
Mu
● MCP83% similar
no public price
Lodd Analytics
● MCP83% similar
no Pro plan
entry $11/mo
Upscrape
● MCP83% similar
no public price
CrawlEyes
● MCP83% similar
no public price
Parallel Web Search
● MCP83% similar
no public price
Scrapling MCP
● MCP82% similar
no public price
ZeroCrawl MCP
● MCP82% similar
no public price
AP
API for Chads
● MCP82% similar
no public price
Wigolo
● MCP82% similar
no public price
Browseai Dev
● MCP82% similar
no public price
crawlforge-mcp
● MCP82% similar
$83/mo Pro
0% vs Pro median
Search1api
● MCP82% similar
$99/mo Pro
+19% vs Pro median
SearchMesh
● MCP82% similar
no public price
rove
● MCP82% similar
no public price
CleanPage
● MCP82% similar
no public price
Keenable
● MCP82% similar
no public price
DuckDuckGo & Felo AI Search
● MCP82% similar
no public price
One Search
● MCP82% similar
no public price
Anakin Agent Skills
● MCP81% similar
no public price
AeroSearch MCP
● MCP81% similar
no public price
Olostep
● MCP81% similar
$99/mo Pro
+19% vs Pro median
ScrapingBee MCP
● MCP81% similar
no public price
NativePort
● MCP81% similar
no public price
MCP URL Fetcher Server
● MCP81% similar
no public price
Caesar Web Search
● MCP81% similar
no public price
Pulpie MCP
● MCP81% similar
no public price
mcp-web
● MCP81% similar
no public price
PPlatforms4Ranked by similarity
AgentReady
● PLATFORM83% similar
$19/mo Pro
-5% vs Pro median
envvoy
● PLATFORM83% similar
$39/mo Pro
+95% vs Pro median
Bulkgrid
● PLATFORM82% similar
$24/mo Pro
+20% vs Pro median
Cactal
● PLATFORM81% similar
$20/mo Pro
0% vs Pro median
FFrameworks2Ranked by similarity
KYVAutoResearch v2
● FRAMEWORK83% similar
no public price
Deep Research
● FRAMEWORK81% 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.