nist-rag-mcp-server
by nourawada02
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| RAG_BM25_K | No | BM25 candidate pool | 20 |
| RAG_DENSE_K | No | Dense candidate pool | 20 |
| RAG_FINAL_K | No | Final distinct-page context budget | 3 |
| RAG_OCR_DPI | No | PDF render resolution for OCR | 300 |
| RAG_DATA_DIR | No | Persistent uploads and Chroma files | ./data |
| TESSERACT_CMD | No | Explicit Tesseract executable | auto-detected |
| RAG_CHUNK_SIZE | No | Chunk size in characters | 1000 |
| RAG_COLLECTION | No | Chroma collection name | production_documents |
| RAG_OCR_LANGUAGE | No | Tesseract language | eng |
| RAG_CHUNK_OVERLAP | No | Character overlap | 200 |
| RAG_VISUAL_CATALOG | No | Verified visual catalog used by selective retrieval | ./data/visuals/catalog.json |
| RAG_EMBEDDING_MODEL | No | Ollama embedding model | mxbai-embed-large |
| RAG_GENERATION_MODEL | No | Ollama answer model | qwen3.5:2b |
| RAG_MAX_UPLOAD_BYTES | No | Upload limit | 52428800 |
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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