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Market around priorlabs_ai

Prior Labs offers TabPFN MCP, a tool for LLMs to make predictions on tabular data. It's currently in beta and aims to provide enhanced data analysis capabilities.

Visit priorlabs.ai ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Priorlabs Ai · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Priorlabs Ai doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
12th pctile
6 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$20/mo
1 priced · $20–$20 mid 50%
Platforms · Pro median
$32/mo
2 priced · $30.5–$33.5 mid 50%
Price spectrum · Pro plans · 3 of 10 providers priced · log scale · $20 → $35/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Priorlabs Ai has no comparable Pro price — not plotted

Products in this market

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

MMCP servers31Ranked by relevance
priorlabs_aithis listing
● MCP · relevance 100%
no public price
MA
Math-MCP
● MCP · relevance 72%
no Pro plan
entry $10/mo
MathMethods MCP
● MCP · relevance 72%
no public price
llm_evaluation_agent
● MCP · relevance 69%
no public price
XFMS - Xpansion Framework Model Source
● MCP · relevance 68%
no public price
Mult Hands Eyes MCP
● MCP · relevance 67%
no public price
TI
Time Awareness Server
● MCP · relevance 67%
no Pro plan
entry $10/mo
omcp
● MCP · relevance 67%
no public price
//beforeyouship — LLM cost modeling from your editor
● MCP · relevance 66%
$20/mo Pro
mlb_api_mcp
● MCP · relevance 66%
no public price
turbular
● MCP · relevance 66%
no public price
jotdown
● MCP · relevance 65%
no public price
AL
Alpaca Trading Integration
● MCP · relevance 65%
no Pro plan
entry $10/mo
copal
● MCP · relevance 65%
no public price
dbt_mcp_experiment
● MCP · relevance 65%
no public price
finance_mcp_2
● MCP · relevance 65%
no public price
RunCoach
● MCP · relevance 65%
no public price
scalardb_mcp_server
● MCP · relevance 64%
no public price
cucumberstudio_mcp
● MCP · relevance 64%
no public price
mentor_mcp_server
● MCP · relevance 64%
no public price
mcp_latex_server
● MCP · relevance 64%
no public price
ilias_mcp
● MCP · relevance 64%
no public price
menjometre
● MCP · relevance 64%
no public price
langextract_mcp
● MCP · relevance 64%
no public price
riksdag_regering_mcp
● MCP · relevance 64%
no public price
mcp_file_context_server
● MCP · relevance 64%
no public price
open_computer_use_2
● MCP · relevance 64%
no public price
prolog_reasoner
● MCP · relevance 64%
no public price
SE
semanticscholar
● MCP · relevance 64%
no Pro plan
entry $10/mo
daftari
● MCP · relevance 63%
no public price
Needle
● MCP · relevance 63%
no public price
PPlatforms7Ranked by relevance
parea_ai
● PLATFORM · relevance 72%
no Pro plan
entry $150/mo
tunellm
● PLATFORM · relevance 69%
no public price
DeepOpinion
● PLATFORM · relevance 67%
no Pro plan
entry $199/mo
Orq.ai
● PLATFORM · relevance 66%
$35/mo Pro
+9% vs Pro median
unstract
● PLATFORM · relevance 65%
no Pro plan
entry $499/mo
agenta
● PLATFORM · relevance 64%
$29/mo Pro
-9% vs Pro median
anyscale
● PLATFORM · relevance 63%
no public price
FFrameworks8Ranked by relevance
openjudge
● FRAMEWORK · relevance 67%
no public price
deepeval
● FRAMEWORK · relevance 66%
no public price
docetl
● FRAMEWORK · relevance 66%
no public price
Guardrails AI
● FRAMEWORK · relevance 65%
no public price
coexist_ai
● FRAMEWORK · relevance 64%
no public price
noema_declarative_ai
● FRAMEWORK · relevance 64%
no public price
abcoder
● FRAMEWORK · relevance 63%
no public price
matrices
● FRAMEWORK · relevance 63%
no public price
OOther4Ranked by relevance
VKLP
● OTHER · relevance 66%
no public price
agent_context_org_guides
● OTHER · relevance 66%
no public price
Anthropic
● OTHER · relevance 65%
no public price
latentmachine
● OTHER · relevance 65%
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.