MCP Server Qdrant vs QueryWeaver

A side-by-side look at the MCP Server Qdrant and QueryWeaver MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

MCP Server Qdrant logoMCP Server QdrantDatabases · Local subprocess (stdio)An official Qdrant Model Context Protocol (MCP) server implementation79GreatAuth: api key requiredQueryWeaver logoQueryWeaverDatabases · Local subprocess (stdio)An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.48FairAuth: not declared

Verdict: choose MCP Server Qdrant for databases work as a local process; choose QueryWeaver for databases as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

MCP Server Qdrant logoChoose MCP Server Qdrant when

  • You need dedicated capabilities in the Databases domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: QDRANT_URL, QDRANT_API_KEY, QDRANT_LOCAL_PATH, COLLECTION_NAME, EMBEDDING_PROVIDER, EMBEDDING_MODEL, QDRANT_SEARCH_LIMIT, QDRANT_READ_ONLY.
  • You want tools like information, metadata, collection_name.
Explore MCP Server Qdrant

QueryWeaver logoChoose QueryWeaver when

  • You need dedicated capabilities in the Databases domain.
  • You prefer a local stdio subprocess transport.
Explore QueryWeaver

Feature & specification comparison

Rows where the two servers differ are marked.

SpecMCP Server Qdrant logoMCP Server QdrantQueryWeaver logoQueryWeaver
CategoryDatabasesDatabases
Quality signal79/100 · Great48/100 · Fair
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthAPI key requiredNot declared
PricingFreeNot declared
Required env varsQDRANT_URLQDRANT_API_KEYQDRANT_LOCAL_PATHCOLLECTION_NAMEEMBEDDING_PROVIDEREMBEDDING_MODELQDRANT_SEARCH_LIMITQDRANT_READ_ONLYNone listed
Verified owner VerifiedCommunity listing
GitHub stars1,5521,086
Directory activity 6 views 0 installs 0 upvotes 3 views 0 installs 0 upvotes
Tools4Not listed

Tools & capabilities

MCP Server Qdrant tools 4

  • information
  • metadata
  • collection_name
  • query

QueryWeaver tools

No tool names declared yet. Check the project README from the listing page.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

MCP Server Qdrant

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "qdrant-mcp-server-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-server-qdrant"
      ],
      "env": {
        "QDRANT_URL": "YOUR_QDRANT_URL_HERE",
        "QDRANT_API_KEY": "YOUR_QDRANT_API_KEY_HERE",
        "QDRANT_LOCAL_PATH": "YOUR_QDRANT_LOCAL_PATH_HERE",
        "COLLECTION_NAME": "YOUR_COLLECTION_NAME_HERE",
        "EMBEDDING_PROVIDER": "YOUR_EMBEDDING_PROVIDER_HERE",
        "EMBEDDING_MODEL": "YOUR_EMBEDDING_MODEL_HERE",
        "QDRANT_SEARCH_LIMIT": "YOUR_QDRANT_SEARCH_LIMIT_HERE",
        "QDRANT_READ_ONLY": "YOUR_QDRANT_READ_ONLY_HERE"
      }
    }
  }
}

QueryWeaver

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "queryweaver": {
      "command": "uvx",
      "args": [
        "queryweaver"
      ]
    }
  }
}

Frequently asked questions

MCP Server Qdrant is categorized under Databases and uses a local stdio subprocess. QueryWeaver belongs to Databases and uses a local stdio subprocess. Pick MCP Server Qdrant for databases work and QueryWeaver for databases.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

MCP Server Qdrant is listed as free. Auth: api key required. QueryWeaver has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add qdrant-mcp-server-qdrant and queryweaver as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, MCP Server Qdrant has a quality signal of 79/100 (Great) with 6 views, 0 installs and 1,552 GitHub stars. QueryWeaver has 48/100 (Fair) with 3 views, 0 installs and 1,086 GitHub stars.