mcp-qdrant-embedding-search
by plixplox
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| QDRANT_URL | No | Qdrant server URL | http://localhost:6333 |
| LMSTUDIO_URL | No | LMStudio server URL | http://localhost:1234 |
| SEARCH_LIMIT | No | Default number of results | 5 |
| QDRANT_API_KEY | No | Qdrant API key (optional) | |
| TOOL_LIST_NAME | No | Custom name for the list tool | list_collections |
| TOOL_SEARCH_NAME | No | Custom name for the search tool | search_docs |
| QDRANT_COLLECTION | No | Default collection to search | documents |
| TOOL_LIST_DESCRIPTION | No | Custom description for the list tool | List all available Qdrant collections |
| TOOL_SEARCH_DESCRIPTION | No | Custom description for the search tool | Search documentation by semantic similarity... |
| LMSTUDIO_EMBEDDING_MODEL | No | Embedding model name | text-embedding-qwen3-embedding-4b |
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
No tools | |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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