It helps an agent choose among language models using current cost and availability data.

llm-oracle — MCP server by weiseer

llm-oracle

llm-oracle is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from weiseer/llm-oracle. Its token cost is not measured, scanned A, original, no licence file.

A local catalogue of current large-language-model prices and availability, with sources for the information.

In plain words

What is it for?: Use it when routing requests between models or comparing which models are available and what they cost.
Why use it?: It helps an agent choose among language models using current cost and availability data.

Written for no agent in particular: it speaks MCP, so any client can run it.

Good fit Use it when routing requests between models or comparing which models are available and what they cost.

Compare 6 mcp servers from other repositories ↓

Install with agentmods

npx agentmods add mcp/weiseer/llm-oracle/llm-oracle

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/weiseer/llm-oracle

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/mcp/weiseer/llm-oracle/llm-oracle/github.svg)](https://agentmods.dev/mcp/weiseer/llm-oracle/llm-oracle)

Your own site

<a href="https://agentmods.dev/mcp/weiseer/llm-oracle/llm-oracle"><img src="https://agentmods.dev/badge/mcp/weiseer/llm-oracle/llm-oracle/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/mcp/weiseer/llm-oracle/llm-oracle"><img src="https://agentmods.dev/badge/mcp/weiseer/llm-oracle/llm-oracle.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown No closer match found in the catalogue.

Security

Grade A, and why

llm-oracle scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

registry_submission/server.json · 13 lines

The source is not reproduced here

No licence file

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 13 lines scan A 06e8df1ecdd7

Subscribe to this mod's changes

llm-oracle is an MCP server published in the GitHub repository weiseer/llm-oracle (0 stars, last pushed 5mo ago), with no licence file. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Building agents Data and AI ai-agent mcp mcp-server model-context-protocol weiseer

llm-oracle next to 6 mcp servers from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
llm-oracleweiseer/llm-oracle	MCP server	0	5mo ago	none	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
prism-mcpdcostenco/prism-coder	MCP server	156	yesterday	Apache-2.0	A	—	Claude Code
openrouter-multimodalstabgan/openrouter-mcp-multimodal	MCP server	102	yesterday	Apache-2.0	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
local-delegateZahiriNatZuke/local-delegate	MCP server	8	2d ago	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
inspeximusDanceNitra/inspeximus	MCP server	8	8d ago	MIT	A	—	Claude Code
mcp-server-pixeltable-developerpixeltable/mcp-server-pixeltable-developer	MCP server	7	8d ago	Apache-2.0	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
wikidata-mcp-servercyanheads/wikidata-mcp-server	MCP server	3	9d ago	Apache-2.0	A	—	Claude Code