qdrant skills

41 tagged qdrant, measured the same way as everything else here.

Browse within: agent 27vector-database 27deployment 26scaling 26Orchestration 12a2a-protocol 11agent-orchestration 11langgraph 11embeddings 7hnsw 7similarity-search 7Production 6distributed 6semantic-search 6

automem

01

verygoodplugins/mcp-automem

Skill Claude Code

Persistent AutoMem memory via the legacy curl-based AutoMem skill.

not rated 65 2d ago A SkillSpector: warn 16 tokens original MIT

mas-knowledge

02

redhat-community-ai-tools/UnifAI

Skill Claude CodeCursor

MAS domain knowledge — architecture, component routing, rules, recipes. Use when working on any file under multi-agent/.

not rated 45 yesterday A SkillSpector: pass 27 tokens original Apache-2.0

Knuckles-Team/vector-mcp

Skill Claude CodeCodex

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 dbtype/connection parameters that every collection and search call needs. Use when the agent must decide which engine to target, wire up…

not rated 15 yesterday A SkillSpector: pass 113 tokens original MIT

ultron

05

SkiTemplar/ultron-control-center

Skill Claude Code

Master orchestrator for the ULTRON system. Routes requests across memory layers, skill packs, hooks, and the AI Router (primary→fallback chain). Loads on every Ultron session via the SessionStart hook. Customize this file for your own workflows — the shipped version is a minimal starting template.

not rated 2 yesterday A 63 tokens original MIT

qdrant-edge

06

gururaser/qdrant-edge-skill

Skill Claude CodeCodex

Expert guide for building applications with Qdrant Edge — the embedded, offline-capable vector search engine for edge devices (robots, kiosks, mobile phones, IoT, home assistants). Use this skill whenever the user mentions Qdrant Edge, qdrant-edge-py, EdgeShard, on-device vector search, offline vector search, embedded…

not rated 1 7mo ago A 129 tokens

zime-memory

07

zime78/zime-memory

Skill Claude CodeCodex

A personal memory system that stores text, images, files, and secrets in separate collections. It can find stored items by meaning rather than only by exact words.

not rated 0 6mo ago A 130 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: