Market around S3 Bibliometric

An open-source Python library and MCP server for LLM assistants that analyzes Scopus bibliographic exports, identifies research communities, central and outlier papers, semantic relationships, and citation flows.

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S3 Bibliometric · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

S3 Bibliometric doesn't sell Pro

ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.

Market density

13th pctile

12 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 3 of 3 providers priced · log scale · $15.42 → $20/mo

Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)S3 Bibliometric has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches S3 Bibliometric'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

S3 Bibliometricthis listing

● OTHER

no public price

MMCP servers4Ranked by similarity

Semantic Scholar MCP Server

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.