Mmcp.market

Head to head

Vector Knowledge Graph vs Google Surf

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

Vector Knowledge Graphio.github.CSOAI-ORG/vector-knowledge-graph-mcp
C
No reviews yet

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

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Google Surfio.github.HarimxChoi/google-surf-mcp
B
No reviews yet

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Google Surf (83/100 against 65). Google Surf has noticeably more public adoption.

 Vector Knowledge GraphGoogle Surf
User ratingNo reviews yetNo reviews yet
Safety gradeC65/100B83/100
Adoption—Established
GitHub stars–290
Downloads / week–438
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools57
Write actions1—
Price per callFreeFree
Licence—MIT
Last release—2026-09-10
CategoryAI and agentsAI and agents

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