Mmcp.market

Head to head

pubchem-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.

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

Search PubChem compounds, properties, safety data, bioactivity, and cross-references.

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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 (93 and 94 out of 100). pubchem-mcp-server is hosted and callable through the gateway; Octocode runs on your own machine.

 pubchem-mcp-serverOctocode
User ratingNo reviews yetNo reviews yet
Safety gradeA93/100A94/100
AdoptionGrowingEstablished
GitHub stars9475
Downloads / week434467
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools10
Write actions
Price per callFreeFree
LicenceApache-2.0Apache-2.0
Last release2026-09-132026-09-18
CategoryWeb searchWeb search

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