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Head to head

Octocode vs Lacuna Research MCP

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

Octocodeio.github.Muvon/octocode
A
No reviews yet

AI-powered code indexer with semantic search and knowledge graphs

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Lacuna Research MCPio.github.tiptreesystems/lacuna-research-mcp
A
No reviews yet

Search Lacuna's ML research graph for papers, directions, authors, venues, and hypotheses.

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

 OctocodeLacuna Research MCP
User ratingNo reviews yetNo reviews yet
Safety gradeA94/100A94/100
AdoptionEstablishedGrowing
GitHub stars4756
Downloads / week467–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceApache-2.0MIT
Last release2026-09-182026-09-15
CategoryWeb searchWeb search

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