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…/vector-mcp/vector-backend-operations
home/skills/knuckles-team/vector-mcp/vector-backend-operations
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vector-backend-operations

byknuckles-team· 21 skills

Stars

15

Forks

3

Category

Data Science & Analytics

View on GitHub

TL;DR

Select and connect the right vector-store backend for the vector-mcp MCP server — chromadb, postgres/pgvector, qdrant, couchbase, or mongodb — and supply the correct db_type/connection parameters that every collection and search call needs. Use when the agent must decide which engine to target, wire up host/port/path/credentials, or move a workload between embedded and networked backends. Do NOT use for collection lifecycle (use vector-collection-management) or for running queries (use vector-hybrid-search).

How to install vector-backend-operations?

knuckles-team/vector-mcp/vector-backend-operations
$npx -y skills add knuckles-team/vector-mcp --skill vector-backend-operations

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/knuckles-team/vector-mcp" --skill "knuckles-team/vector-mcp/vector-backend-operations"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/knuckles-team/vector-mcp" that are relevant to the current task. Run `npx skills add "https://github.com/knuckles-team/vector-mcp"` and select the relevant skills, then follow their instructions.

Preview

knuckles-team/vector-mcpknuckles-team/vector-mcp

$ npx -y skills add knuckles-team/vector-mcp --skill vector-backend-operations

▸ installing to .claude/skills…

✓ vector-backend-operations ready

Repoknuckles-team/vector-mcp
TypeSkills
CategoryData Science & Analytics
ForAnalyst
UpdatedJul 2026
License—
First seenJul 27, 2026

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Skill

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