n8n-nodes-qdrant: Official n8n node for interfacing with Qdrant

by qdrant · MCP Server · ★ 78

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 59/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-searchmcpqdrantvector-databasevector-search

Quick Facts

Stars78
Forks9
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score59/100
Open Issues1
Last Updated2026-10-20
Created2025-06-03
Platformsmcp, node
Est. Tokens~15k

About n8n-nodes-qdrant

n8n-nodes-qdrant This is the official n8n node for interfacing with Qdrant. Qdrant is a vector similarity search engine that provides a production-ready service with a convenient API to store, search, and manage vectors. Installation Follow the installation guide in the n8n community nodes documentation.

Compatible Skills

These tools work well together with n8n-nodes-qdrant for enhanced workflows:

  • lucid-memory — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • SocratiCode — semantic(0.31)+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • DiscovAI-search — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)
  • OpenConstructionEstimate-DDC-CWICR — semantic(0.39)+complementary+rare_topics+similar_pop (53%)
  • automem — semantic(0.33)+complementary+rare_topics+similar_pop (50%)

n8n-nodes-qdrant alternative? Top 6 similar tools

Looking for a n8n-nodes-qdrant alternative? If you're comparing n8n-nodes-qdrant with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • shodh-memory by varun29ankuS · ⭐ 300

    Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns

  • claude-self-reflect by ramakay · ⭐ 219

    Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect

  • OpenDocuments by joungminsung · ⭐ 103

    Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local files, and web sour

  • Dragon-Brain by iikarus · ⭐ 51

    Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (Fa

  • langconnect-client by teddynote-lab · ⭐ 321

    A Modern GUI Interface for Vector Database Management(Supports MCP integration)

  • relevanceai by RelevanceAI · ⭐ 283

    Home of the AI workforce - Multi-agent system, AI agents & tools

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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