oracle-models
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| AA_API_KEY | No | Optional API key for live model data updates from Artificial Analysis. Without it, the server uses bundled fallback data. |
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 | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| classify_taskA | MANDATORY: Classifies the complexity of a dev task. If the user input is not in English, translate the core intent to English before calling (e.g., 'traduzir' -> 'translate'). |
| get_model_suggestionsA | Returns suggested models for a tier. Auto-detects your client environment (Claude Code, Gemini CLI, OpenCode, etc.) and filters suggestions accordingly. Native clients (Claude Code, Gemini CLI, Codex) receive only their provider's models. Aggregator clients (OpenCode, Cursor, Cline) receive the best 4 models across all providers including open-source (DeepSeek, Kimi, Qwen, Llama, Mistral). Pass preferred_provider to highlight a specific provider. |
| format_plan_blockA | MANDATORY: Generates the formatted output block to be pasted at the end of every plan as a system protocol. |
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 3 tools
Each tool has a clearly distinct purpose: task classification, plan block formatting, and model suggestions. No overlap in functionality.
All tool names follow a consistent verb_noun pattern in snake_case: classify_task, format_plan_block, get_model_suggestions.
With only 3 tools, the server is near the lower end of the well-scoped range. It covers its intended niche adequately but feels slightly thin for a server named 'oracle-models'.
The tools cover classification, plan formatting, and model suggestions, but lack direct model invocation or detailed model information, which are notable gaps for a model-oriented server.