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integration-qdrant

Connect a Hermes agent to Qdrant vector storage via SSH.

13|1|Updated Jun 1, 2026
Search Tags:#rollback#semantic search#vector database#mcp#qdrant#hermes#ssh deployment
One-click install
npx skills add https://github.com/paarths-collab/hstack --skill integration-qdrant
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: integration-qdrant
Source: https://github.com/paarths-collab/hstack/tree/main/skills/integration-qdrant
Command: npx skills add https://github.com/paarths-collab/hstack --skill integration-qdrant

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill connects a Hermes agent to Qdrant so vector memory, semantic search, and payload filtering can be added to a remote deployment without manual server setup.

Core Features & Use Cases

  • SSH-first setup: Configures the integration directly on the VPS where Hermes runs, with idempotent steps and rollback support.
  • Secure Qdrant wiring: Stores cluster URL, API key, and collection settings safely, then registers the official stdio MCP server.
  • Production checks: Validates cluster reachability, confirms registration in logs, reloads the gateway, and performs a smoke test.
  • Use case: Connect a Qdrant Cloud cluster to a self-hosted Hermes agent so the agent can use persistent vector memory for retrieval, search, and tenant-scoped collections.

Quick Start

Ask the agent to connect your Qdrant cluster to the Hermes deployment using the cluster URL, API key, and optional collection name, then verify the MCP registration and live collection access.

Frequently Asked Questions about integration-qdrant

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I connect a Qdrant vector database to a Hermes agent via SSH?▼

Connecting Qdrant to a Hermes agent requires SSH-based deployment setup, URL validation, secure API key handling, stdio MCP server registration, gateway reload, and a rollback-safe idempotent configuration process.

Does Qdrant integration with Hermes support tenant-scoped collections and payload filtering?▼

Yes, Qdrant integration with Hermes supports tenant-scoped collections and payload-filtered retrieval workflows, enabling persistent vector memory and semantic search for remote deployments.

Can I use a self-hosted Qdrant cluster with a remote Hermes deployment?▼

Yes, you can connect a self-hosted Qdrant cluster or Qdrant Cloud to a remote Hermes deployment running on a VPS, applying idempotent setup steps with rollback support for safe configuration.

What is the best way to register the Qdrant MCP server in Hermes?▼

The best way to register the Qdrant MCP server in Hermes is through stdio MCP registration, which securely wires cluster credentials and collection settings, followed by confirming registration in logs and reloading the gateway.

How does rollback work when configuring Qdrant vector storage on a Hermes VPS?▼

Rollback-safe setup ensures that if Qdrant vector storage configuration fails on your Hermes VPS, the idempotent steps automatically revert changes, preventing broken MCP registrations or gateway misconfigurations.

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