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Market around lemma

MCP server that enables AI agents to work with live Jupyter kernels for data science workflows. Provides stateful, reproducible notebook execution with real-time data probing and validation.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
lemma · Pro
No Pro plan
—
Pro-MCP server median
$200
across 4 priced MCP servers
vs Pro MCP servers
No comparison
lemma doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
58th pctile
104 strong substitutes
Price momentum · 31d
+70.9%
MCP servers · Pro median
$200/mo
4 priced · $86.75–$675 mid 50%
Platforms · Pro median
$149/mo
2 priced · $124–$174 mid 50%
Price spectrum · Pro plans · 5 of 6 providers priced · log scale · $50 → $300/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)lemma has no comparable Pro price — not plotted

Products in this market

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

MMCP servers32Ranked by relevance
lemmathis listing
● MCP · relevance 100%
no public price
kaimon_jl
● MCP · relevance 78%
no public price
mcpr
● MCP · relevance 78%
no public price
jupyter_mcp_server
● MCP · relevance 77%
no public price
kaggle_mcp
● MCP · relevance 76%
no public price
oleander
● MCP · relevance 76%
$300/mo Pro
+50% vs Pro median
golemry
● MCP · relevance 75%
$50/mo Pro
-75% vs Pro median
python_code_validator
● MCP · relevance 75%
no public price
piloty
● MCP · relevance 74%
no public price
apify_mcp
● MCP · relevance 73%
no public price
processhacker_mcp
● MCP · relevance 73%
no public price
julia_mcp
● MCP · relevance 73%
no public price
mcp_background_job
● MCP · relevance 72%
no public price
nbclassic_mcp_bridge
● MCP · relevance 72%
no public price
orionbelt
● MCP · relevance 72%
no public price
Codeinterpreter
● MCP · relevance 72%
no Pro plan
entry $10/mo
local_coding_agent
● MCP · relevance 72%
no public price
jdatamunch
● MCP · relevance 71%
no public price
Together Code Interpreter MCP Server
● MCP · relevance 71%
no public price
terminal_mcp
● MCP · relevance 71%
no public price
ternlang
● MCP · relevance 71%
$99/mo Pro
-50% vs Pro median
autonomo_mcp
● MCP · relevance 71%
no public price
re_engine_mcp
● MCP · relevance 71%
no public price
sovereign_agentops
● MCP · relevance 70%
no public price
ghostdesk
● MCP · relevance 70%
no public price
appsignal_mcp
● MCP · relevance 70%
no public price
revula
● MCP · relevance 70%
no public price
mcp_k6
● MCP · relevance 70%
no public price
Squad
● MCP · relevance 70%
no public price
mcp_interactive_terminal
● MCP · relevance 70%
no public price
architect_mcp_server
● MCP · relevance 70%
no public price
coding_tools_mcp
● MCP · relevance 70%
no public price
FFrameworks6Ranked by relevance
jupyter_ai_agents
● FRAMEWORK · relevance 74%
no public price
ai_agent_runtime_guildai
● FRAMEWORK · relevance 73%
no public price
noworkflows
● FRAMEWORK · relevance 72%
no public price
aictx
● FRAMEWORK · relevance 71%
no public price
LongHorizon-Harness
● FRAMEWORK · relevance 71%
no public price
agentic_kaggle_skill
● FRAMEWORK · relevance 70%
no public price
PPlatforms10Ranked by relevance
OpenRigor
● PLATFORM · relevance 74%
no public price
agentuity_ai_agent_runtime
● PLATFORM · relevance 73%
no public price
morphmind
● PLATFORM · relevance 73%
no public price
retrace
● PLATFORM · relevance 72%
$99/mo Pro
-34% vs Pro median
ANOLISA
● PLATFORM · relevance 71%
no public price
termi_protocol
● PLATFORM · relevance 71%
no public price
managed_agents
● PLATFORM · relevance 71%
no public price
wolli
● PLATFORM · relevance 70%
no public price
litefuse
● PLATFORM · relevance 70%
$199/mo Pro
+34% vs Pro median
kubeopencode
● PLATFORM · relevance 70%
no public price
OOther2Ranked by relevance
Tako VM
● OTHER · relevance 71%
no public price
kaggle_skill
● OTHER · relevance 70%
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.