rag-mcp
by Swabhimanc
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| QDRANT_URL | No | Qdrant REST API URL | http://localhost:6333 |
| MAX_SEARCH_LIMIT | No | Maximum results per search | 20 |
| QDRANT_COLLECTION | No | Qdrant collection name | documentation |
| CHUNK_TARGET_TOKENS | No | Target tokens per chunk | 700 |
| CHUNK_OVERLAP_TOKENS | No | Token overlap between chunks | 100 |
| DEFAULT_SEARCH_LIMIT | No | Default results per search | 8 |
| DENSE_EMBEDDING_MODEL | No | Dense embedding model | BAAI/bge-small-en-v1.5 |
| SPARSE_EMBEDDING_MODEL | No | Sparse/BM25 embedding model | Qdrant/bm25 |
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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