py-mcp-qdrant-rag
by amornpan
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| LOG_LEVEL | No | Debug logging level | INFO |
| CHUNK_SIZE | No | Text chunk size for splitting | 1000 |
| OLLAMA_URL | No | Ollama server URL (if using Ollama) | http://localhost:11434 |
| QDRANT_URL | No | Qdrant server URL | http://localhost:6333 |
| CHUNK_OVERLAP | No | Overlap between chunks | 200 |
| OPENAI_API_KEY | No | OpenAI API key (if using OpenAI) | |
| QDRANT_API_KEY | No | Qdrant API key (if using Qdrant Cloud) | |
| COLLECTION_NAME | No | Qdrant collection name | documents |
| EMBEDDING_MODEL | No | Model name for embeddings (e.g., nomic-embed-text for Ollama or text-embedding-3-small for OpenAI) | |
| EMBEDDING_PROVIDER | No | Embedding provider (ollama or openai) | ollama |
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 | |
This server cannot be deployed
Maintenance
ActivityInactive
ResponsivenessNo issues