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Vector Memory MCP server

by NeerajG03·io.github.NeerajG03/vector-memory·v0.4.4
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Semantic document memory using Redis vector store. Save and recall files with natural language.

B75/100grade B
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Safety scan
B75/100

full report

Adoption
New

0 stars89 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Vector Memory tools (3)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • recall_from_memory

    Recall information from memory.

  • save_text_to_memory

    Remember free-form text without requiring a file.

  • save_to_memory

    Remember the contents of files for later recall.

Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

no findings
  • Code scan5 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 330 days ago4/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 75/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Vector Memory compares

Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
75/100
higher than 50% of 2,176 E-commerce servers
Tools
3
the typical E-commerce server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
89
more than 67% of 403 E-commerce servers with a package

What its tools let an agent do: 1 read · 2 create

Install Vector Memory in Claude Code, Cursor or VS Code

claude mcp add vector-memory -- uvx mcp-server-vector-memory
Add to Cursor

Vector Memory: common questions

Is Vector Memory MCP server safe?
Mostly: it is graded B (75/100). Read the Vector Memory safety report
How do I install Vector Memory?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Vector Memory need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Vector Memory maintained?
The last commit was 362 days ago (2025-11-05). The latest release is v0.4.4.
What can I use instead of Vector Memory?
Servers from other publishers that do the same job: Vectros AI MCP server, Mneme Memory MCP server and Qdrant MCP server.
How does Vector Memory compare with other E-commerce MCP servers?
safety score 75/100 (higher than 50% of 2,176 E-commerce servers); tools 3 (the typical E-commerce server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Vector Memory

Same job from other publishers: the closest match first, then the best rated.

  • Vectros AI
    Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
    B
  • Mneme Memory
    Cross-session memory for AI coding agents via six tools; local-first SQLite store.
    A
  • Qdrant MCP
    Exposes the full Qdrant vector database API as 56 MCP tools, not just store/find.
    B
  • Kagura Memory Cloud
    Persistent memory for AI assistants: store, search, and connect knowledge across conversations.
    A
  • Delx Memory
    Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe
    A