THE RAG MCP
by Sankalp-2005
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| QDRANT_URL | Yes | Absolute connection endpoint for the Qdrant database cluster. | |
| OPENAI_API_KEY | No | API key for the embedding model provider. | |
| QDRANT_API_KEY | Yes | Authentication token for your Qdrant instance. | |
| EMBEDDING_MODEL_NAME | Yes | Model identifier for generating query embeddings. | |
| QDRANT_COLLECTION_NAME | No | Target database collection for vectors. | RAG |
| BASE_URL_FOR_EMBEDDING_MODEL | Yes | Endpoint base URL for the OpenAI-compatible embedding API. |
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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