scientific-papers-mcp
by tofunori
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| JINA_MODEL | No | Jina embedding model | jina-embeddings-v4 |
| CHROMA_PATH | Yes | Path to ChromaDB storage directory (required) | |
| JINA_API_KEY | No | Jina API key (required if using Jina API) | |
| USE_JINA_API | No | Whether to use Jina API for embeddings | false |
| DOCUMENTS_PATH | Yes | Path to Zotero storage directory (required) | |
| RERANKER_MODEL | No | Cross-encoder reranker model | cross-encoder/ms-marco-MiniLM-L-6-v2 |
| USE_VOYAGE_API | No | Whether to use Voyage AI API for embeddings | true |
| VOYAGE_API_KEY | No | Voyage AI API key (required if using Voyage AI) | |
| EMBEDDING_MODEL | No | Local embedding model name (fallback) | Qwen/Qwen3-Embedding-0.6B |
| VOYAGE_TEXT_MODEL | No | Voyage AI text embedding model | voyage-context-3 |
| BATCH_INDEXING_SIZE | No | Batch size for indexing | 50 |
| ENABLE_DEDUPLICATION | No | Enable deduplication | true |
| VOYAGE_MULTIMODAL_MODEL | No | Voyage AI multimodal embedding model | voyage-multimodal-3 |
| ENABLE_INCREMENTAL_INDEXING | No | Enable incremental indexing | true |
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 | |