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Market around chatspatial

MCP server for spatial transcriptomics analysis via natural language. Exposes 20 schema-validated tools orchestrating 65 methods across 15 analytical categories. Supports 10x Visium, Xenium, Slide-seq, MERFISH, and more.

Visit docs.cafferyang.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
chatspatial · Pro
No Pro plan
—
Pro-MCP server median
$170
across 6 priced MCP servers
vs Pro MCP servers
No comparison
chatspatial doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
5th pctile
2 strong substitutes
Price momentum · 30d
-13.8%
Agents · Pro median
$49/mo
3 priced · $39–$64 mid 50%
MCP servers · Pro median
$170/mo
6 priced · $32.25–$412 mid 50%
APIs · Pro median
$499/mo
3 priced · $274–$1000 mid 50%

Agents cost 0.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 6 of 11 providers priced · log scale · $12 → $300/mo
Agents MCP servers APIs◻ shaded = middle 50% · line = median (all types)chatspatial has no comparable Pro price — not plotted

Products in this market

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

MMCP servers28Ranked by relevance
chatspatialthis listing
● MCP · relevance 100%
no public price
encode_toolkit
● MCP · relevance 70%
no public price
MC
mcp-teat
● MCP · relevance 64%
no Pro plan
entry $10/mo
EN
ensembl_mcp_server
● MCP · relevance 64%
no public price
MC
mcp-tea
● MCP · relevance 63%
no Pro plan
entry $10/mo
prismmeta
● MCP · relevance 63%
no public price
Contendeo
● MCP · relevance 62%
$12/mo Pro
-93% vs Pro median
GraphQL Agent
● MCP · relevance 61%
no public price
metabase_ai_assistant
● MCP · relevance 61%
no public price
MI
mineral-intel-benchmark
● MCP · relevance 61%
$25 one-time Pro
not monthly-comparable
Bagel
● MCP · relevance 61%
no public price
biomcp
● MCP · relevance 61%
no public price
oleander
● MCP · relevance 61%
$300/mo Pro
+77% vs Pro median
flexorch_mcp
● MCP · relevance 61%
$30/mo Pro
-82% vs Pro median
VO
VoiceIntel
● MCP · relevance 61%
no public price
osmmcp
● MCP · relevance 61%
no public price
biomed_agent
● MCP · relevance 60%
no public price
eosc_data_commons_search
● MCP · relevance 60%
no public price
monexus_terminal
● MCP · relevance 60%
no public price
cerif_mcp
● MCP · relevance 60%
no public price
OP
openstreetmap_mcp_server
● MCP · relevance 60%
no public price
uag
● MCP · relevance 60%
no public price
DE
Developer Utilities
● MCP · relevance 60%
no Pro plan
entry $10/mo
project_synapse_mcp
● MCP · relevance 60%
no public price
deepseek_mcp_server
● MCP · relevance 60%
no public price
Catastro MCP
● MCP · relevance 59%
no public price
mcp_math_server
● MCP · relevance 59%
no public price
WI
wikidata_mcp_server
● MCP · relevance 59%
no public price
AAgents15Ranked by relevance
Pipette.bio Bioinformatics AI Agent
● AGENT · relevance 69%
$49/mo Pro
0% vs Pro median
TradingAgents AI Assistant
● AGENT · relevance 65%
no Pro plan
entry $19/mo
vici_bio
● AGENT · relevance 65%
no public price
biomni_stanford_edu
● AGENT · relevance 64%
no public price
wrenai
● AGENT · relevance 62%
no public price
expasy
● AGENT · relevance 62%
no public price
modella_ai
● AGENT · relevance 61%
no public price
queryforge
● AGENT · relevance 61%
no public price
db_agent
● AGENT · relevance 61%
no public price
Specialized Biological AI Agent Pathology Explorer
● AGENT · relevance 60%
no public price
mahogany_chat
● AGENT · relevance 60%
$29/mo Pro
-41% vs Pro median
Luma AI Co-scientist
● AGENT · relevance 60%
no public price
sciclaw
● AGENT · relevance 60%
no public price
dockit
● AGENT · relevance 60%
no public price
ai_report_generator
● AGENT · relevance 59%
no public price
PPlatforms1Ranked by relevance
manifold_ai
● PLATFORM · relevance 65%
no public price
OOther1Ranked by relevance
ClawBio
● OTHER · relevance 62%
no public price
AAPIs2Ranked by relevance
OpenAI Deep Research API
● API · relevance 60%
no public price
coresignal_agentic_search
● API · relevance 60%
$49/mo Pro
-90% vs Pro median
FFrameworks3Ranked by relevance
squrve
● FRAMEWORK · relevance 60%
no public price
paperbanana
● FRAMEWORK · relevance 60%
no public price
lotus
● FRAMEWORK · relevance 60%
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.