Mmcp.market

Head to head

crossref-mcp-server vs Octocode

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

crossref-mcp-serverio.github.cyanheads/crossref-mcp-server
A
No reviews yet

Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API.

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Octocodeio.github.Muvon/octocode
A
No reviews yet

AI-powered code indexer with semantic search and knowledge graphs

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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 (92 and 94 out of 100). Octocode has noticeably more public adoption.

 crossref-mcp-serverOctocode
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100A94/100
AdoptionNewEstablished
GitHub stars3475
Downloads / week467
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools
Write actions
Price per callFreeFree
LicenceNOASSERTIONApache-2.0
Last release2026-09-132026-09-18
CategoryWeb searchWeb search

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