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Market around bdi_kit

Toolkit for biomedical data harmonization with schema/value matching and transformation. Offers Python API and conversational AI agent for dataset integration.

Visit bdi-kit.readthedocs.io ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Bdi Kit · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Bdi Kit doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
3rd pctile
1 strong substitutes
Price momentum · 30d
-47.0%
MCP servers · Pro median
$24/mo
4 priced · $18.5–$38.21 mid 50%
APIs · Pro median
$200/mo
3 priced · $145–$350 mid 50%
Platforms · Pro median
$999/mo
1 priced · $999–$999 mid 50%
Other · Pro median
$50/mo
1 priced · $50–$50 mid 50%
Price spectrum · Pro plans · 8 of 16 providers priced · log scale · $17 → $999/mo
MCP servers APIs Platforms Other◻ shaded = middle 50% · line = median (all types)Bdi Kit has no comparable Pro price — not plotted

Products in this market

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

FFrameworks8Ranked by relevance
bdi_kitthis listing
● FRAMEWORK · relevance 100%
no public price
marble
● FRAMEWORK · relevance 65%
no public price
lotus
● FRAMEWORK · relevance 64%
no public price
Metaxu
● FRAMEWORK · relevance 64%
no public price
toolprint
● FRAMEWORK · relevance 61%
no public price
agentic_kaggle_skill
● FRAMEWORK · relevance 61%
no public price
labwire
● FRAMEWORK · relevance 60%
no public price
AgenticSchema
● FRAMEWORK · relevance 60%
no public price
MMCP servers24Ranked by relevance
DA
Data Converter
● MCP · relevance 68%
no Pro plan
entry $10/mo
openpharma
● MCP · relevance 67%
no public price
snipget
● MCP · relevance 65%
no Pro plan
entry $19/mo
DE
Developer Utilities
● MCP · relevance 65%
no Pro plan
entry $10/mo
encode_toolkit
● MCP · relevance 63%
no public price
biomcp
● MCP · relevance 63%
no public price
myriade
● MCP · relevance 63%
$65.83/mo Pro
+174% vs Pro median
DE
Developer Utilities
● MCP · relevance 62%
no Pro plan
entry $10/mo
DA
data-converter
● MCP · relevance 62%
no public price
uniprot_mcp_server
● MCP · relevance 62%
no public price
pullpush_mcp
● MCP · relevance 62%
no public price
Balladic
● MCP · relevance 61%
$17/mo Pro
-29% vs Pro median
eosc_data_commons_search
● MCP · relevance 61%
no public price
medicbrain
● MCP · relevance 61%
no public price
pubmed_search_mcp_2
● MCP · relevance 61%
no public price
schemacrawler_ai
● MCP · relevance 61%
no public price
DA
DataGen
● MCP · relevance 61%
no Pro plan
entry $10/mo
Model Context Protocol Server
● MCP · relevance 61%
no Pro plan
entry $10/mo
biomed_agent
● MCP · relevance 60%
no public price
MC
mcp-forge
● MCP · relevance 60%
no public price
biothings_mcp
● MCP · relevance 60%
no public price
Prompt2db
● MCP · relevance 60%
$19/mo Pro
-21% vs Pro median
mockhero
● MCP · relevance 60%
$29/mo Pro
+21% vs Pro median
talonic-mcp
● MCP · relevance 60%
no Pro plan
entry $12/mo
AAgents5Ranked by relevance
biomni_stanford_edu
● AGENT · relevance 67%
no public price
percy
● AGENT · relevance 63%
no public price
Claro AI Research Agent
● AGENT · relevance 63%
no public price
sciclaw
● AGENT · relevance 62%
no public price
modella_ai
● AGENT · relevance 62%
no public price
PPlatforms5Ranked by relevance
sql_reconciliation_agent
● PLATFORM · relevance 66%
no public price
manifold_ai
● PLATFORM · relevance 65%
no public price
lyzr_ai_healthcare
● PLATFORM · relevance 61%
no public price
workflux
● PLATFORM · relevance 61%
$999/mo Pro
Skypoint AI
● PLATFORM · relevance 60%
no public price
OOther4Ranked by relevance
ClawBio
● OTHER · relevance 64%
no public price
nango
● OTHER · relevance 61%
$50/mo Pro
google_cloud_agent
● OTHER · relevance 61%
no public price
latentmachine
● OTHER · relevance 61%
no public price
AAPIs4Ranked by relevance
Cabot Solutions
● API · relevance 62%
$499/mo Pro
+150% vs Pro median
Corti
● API · relevance 60%
no Pro plan
entry $1000/mo
Glass Health API
● API · relevance 60%
$90/mo Pro
-55% vs Pro median
inputright
● API · 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.