@sanderkooger/mcp-server-ragdocs
by sanderkooger
Verified
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| QDRANT_URL | Yes | URL of your Qdrant vector database instance | |
| OPENAI_API_KEY | No | API key for OpenAI (required when EMBEDDINGS_PROVIDER is 'openai') | |
| QDRANT_API_KEY | No | API key for authenticating with Qdrant (if applicable) | |
| OLLAMA_BASE_URL | No | Base URL for Ollama service (used when EMBEDDINGS_PROVIDER is 'ollama') | http://127.0.0.1:11434 |
| EMBEDDINGS_PROVIDER | No | Provider to use for generating embeddings | ollama |
Schema
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
No tools | |