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 |
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 | |