# llm-oracle

> llm-oracle — weiseer-llm-oracle. Use this tool when you need to optimize model routing decisions with real-time pricing and availability data for Large Language Models (LLMs). It provides AI agents with up-to-date information to make informed decisions at inference time, citing trusted pricing sources. This enables efficient and cost-effective LLM utilization in various applications.

Canonical page: https://skillsregistry.net/skills/weiseer-llm-oracle  
JSON: https://api.skillsregistry.net/v1/skills/weiseer-llm-oracle

## Description

Provides real-time LLM pricing and availability data as an MCP server, enabling AI agents to make optimal model routing decisions at inference time with cited pricing sources.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/w564ljnu8r)
- **Repository:** <https://github.com/weiseer/llm-oracle>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "weiseer-llm-oracle"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/weiseer-llm-oracle` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/weiseer-llm-oracle/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt