MCP-Ragdocs
by qpd-v
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| OLLAMA_URL | No | URL of your Ollama instance, defaults to http://localhost:11434. | http://localhost:11434 |
| QDRANT_URL | Yes | URL of your Qdrant instance. For local use: http://localhost:6333. For Qdrant Cloud: https://your-cluster-url.qdrant.tech | |
| OPENAI_API_KEY | No | Your OpenAI API key, required if using OpenAI as the embedding provider. | |
| QDRANT_API_KEY | No | Your Qdrant Cloud API key, required if using Qdrant Cloud. | |
| EMBEDDING_MODEL | No | Optional embedding model. Defaults to 'nomic-embed-text' for Ollama and 'text-embedding-3-small' for OpenAI. | |
| EMBEDDING_PROVIDER | No | Choose between 'ollama' (default) or 'openai' for the embedding provider. | 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 | |