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 |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
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 | |