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ChrisGVE/workspace-qdrant-mcp

Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-mcp with FastEmbed and project-aware collection management.

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Our verdict

Not reviewed yet

We have not reviewed ChrisGVE/workspace-qdrant-mcp yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

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From the listing

About ChrisGVE/workspace-qdrant-mcp

A project-scoped Qdrant MCP server that manages workspace collections with a scratchbook feature. It is a Python port of claude-qdrant-mcp, using FastEmbed for embeddings and providing project-aware collection management.

Best for

Developers needing a lightweight, project-scoped Qdrant MCP server for workspace-specific vector storage

Use cases

  • Manage vector collections scoped to specific projects or workspaces
  • Store and retrieve embeddings with a scratchbook for quick notes
  • Integrate Qdrant vector search into MCP-compatible tools

Notes

1 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.

Pros

  • Project-aware collection management keeps data organized
  • Scratchbook feature enables quick ad-hoc storage
  • Leverages FastEmbed for efficient embedding generation

Cons

  • Very early stage with only 1 star and limited community adoption
  • Python port may lag behind the original Rust-based claude-qdrant-mcp
  • Dependency on FastEmbed may limit embedding model choices

Key facts

What we have checked

Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Tools exposed

  • QDRANT_URL
  • QDRANT_API_KEY
  • FASTEMBED_MODEL
  • CLAUDE_CONFIG_DIR

Clients the listing names (not checked here)

Claude Desktop, Claude Code

Example client config

{
  "mcpServers": {
    "workspace-qdrant-mcp": {
      "command": "workspace-qdrant-mcp",
      "env": {
        "QDRANT_URL": "http://localhost:6333"
      }
    }
  }
}

Install

Add ChrisGVE/workspace-qdrant-mcp to your client

Not verified yet

No install recipe yet. We write one for Claude Code, Claude Desktop, Cursor, VS Code, Codex and ChatGPT when the server is in the official MCP registry with a package or remote address we can use.

Until then, follow the project's own README, or the setup the listing publishes under How to set it up.

Works with

What ChrisGVE/workspace-qdrant-mcp connects to

1 product, each with how we know and when we checked.

Works withTypeHow we knowChecked
QdrantProductIts name pairs the product with MCPname "workspace-qdrant-mcp"GitHub

Sources

Where this comes from

No sources recorded yet. Each source we check is listed here with the date we checked it.

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

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