llama-diffusion-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| LLAMA_DIFFUSION_CLI_PATH | No | Path to the llama-diffusion-cli executable. If not set, defaults to 'llama-diffusion-cli' in the system PATH. | llama-diffusion-cli |
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
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
| logging | {} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| extensions | {
"io.modelcontextprotocol/ui": {}
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| generate_diffusion_textA | Generates text using a diffusion-based LLM. This is a one-shot process. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 1 tool
With only one tool, there is no ambiguity. An agent can clearly identify the sole purpose of generating diffusion text.
Although only one tool exists, its name 'generate_diffusion_text' follows a clear verb_noun pattern, which is consistent and predictable.
A single tool is appropriate for a very narrow scope like one-shot text generation, but it borders on being too thin for a more general-purpose diffusion server.
The tool covers the entire stated purpose of generating diffusion-based text. There are no obvious missing operations given the 'one-shot' description.