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mcp-server-qdrant

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Python
Hybrid

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Alternatives to mcp-server-qdrant

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    A Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.
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  • Better Qdrant MCP Server

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Related Servers

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.4/5.0

Scored across 2 tools

Disambiguation5/5

The two tools have clearly distinct purposes: one stores memories, the other retrieves them. There is no overlap or ambiguity.

Naming Consistency5/5

Both tools follow a consistent 'qdrant-verb' pattern (qdrant-find, qdrant-store), making naming predictable and easy to understand.

Tool Count3/5

Only two tools for a memory server feels borderline. While it covers basic store and find operations, typical scopes have 3-15 tools, making this slightly thin.

Completeness3/5

The tool set provides create (store) and read (find) operations but lacks update and delete functionalities, which are notable gaps for a complete memory management surface.

Maintenance

ActivitySlowing
ResponsivenessUnresponsive

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