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Head to head

Socraticode vs Semantic Scholar MCP Server

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

Socraticodeio.github.giancarloerra/socraticode
B
No reviews yet

MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

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Semantic Scholar MCP Serverio.github.smaniches/semantic-scholar-mcp
B
No reviews yet

MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (83 and 83 out of 100). Socraticode has noticeably more public adoption.

 SocraticodeSemantic Scholar MCP Server
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100B83/100
AdoptionEstablishedGrowing
GitHub stars3.3k21
Downloads / week3.0k310
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools2614
Write actions4—
Price per callFreeFree
LicenceAGPL-3.0MIT
Last release2026-09-172026-09-14
CategoryWeb searchWeb search

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