local-llm-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| LITELLM_MODEL | No | The model_name registered in LiteLLM's config.yaml | local-gemma |
| LITELLM_BASE_URL | No | LiteLLM proxy endpoint | http://localhost:4000 |
| LITELLM_TIMEOUT_SECONDS | No | Response timeout (seconds) | 30 |
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": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| ask_local_llmA | LiteLLM経由でローカル/クラウドLLMにプロンプトを投げ、返答のテキストを受け取る。 要約・分類・ログの下読みなど、呼び出し元のメインエージェントが 自分でやるまでもない軽量なタスクをオフロードしたいときに使う。 Args: prompt: LLMに渡すプロンプト文字列。 Returns: LLMからの返答テキスト。接続エラーやタイムアウトの場合は、 その旨を説明する文字列を返す（例外は投げない）。 |
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 possibility of confusion or overlap. The tool's purpose is clearly defined and isolated.
The single tool name 'ask_local_llm' follows a clear verb_object pattern. Naming consistency is trivially maintained with only one tool.
The server has only one tool, which falls below the typical well-scoped range of 3-15 tools. Even though the tool is functional and not trivial, a single-tool server feels incomplete and lacks breadth.
For the stated purpose of offloading lightweight LLM queries, the tool covers the main use case and handles errors gracefully. However, there is no tool to list models or configure parameters, which could be considered minor gaps.