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multimodels-mcp: Instructions file for Codex

AGENTS.md

multimodels-mcp AGENTS.md is an instructions file for Codex, OpenCode from dpmadsen/multimodels-mcp. It costs 1,237 tokens per session, scanned A, original, MIT.

A set of instructions for using the multimodels-mcp server with Codex. The server lets Codex delegate tasks to other AI models, including cloud providers and models running locally through LM Studio.

In plain words
What is it for?
Use it to send tasks from Codex to Codex, DeepSeek, z.ai, OpenRouter, or local models. It describes the local Mac setup, commands, and configuration files.
Why use it?
It avoids handling each model through a separate workflow and provides a local panel for API keys and model selection. Results are returned to Codex for evaluation.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions Codex.

This is dpmadsen/multimodels-mcp's own configuration. It tells Codex and OpenCode how to work on multimodels-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything multimodels-mcp configures →

not rated 21repo 3mo ago A scan 1,237 tokens original MIT
View source ↗ dpmadsen/multimodels-mcp
Reuse

Borrowing it

Nothing to install: this file belongs to dpmadsen/multimodels-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/dpmadsen/multimodels-mcp/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/dpmadsen/multimodels-mcp

Made for: Codex, 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.

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README.md
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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.

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Per session 1,237 This file is loaded in full into every session.
When invoked 1,237 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.01237 $0.01237
Opus 5.5 $0.00495 $0.00495
Sonnet 5.5 $0.00247 $0.00247
Haiku 4.5 $0.00124 $0.00124

Measured 2mo ago against content hash e774b963d626, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

multimodels-mcp AGENTS.md 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

AGENTS.md · 61 lines

How it starts

The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Projeto: multimodels-mcp

English note: AGENTS.en.md

O que é

Servidor MCP que funciona como um "garçom" entre o Codex e outros modelos de IA: o Codex delega uma tarefa, o servidor processa com o modelo escolhido e devolve o resultado pro Codex avaliar. Modelos disponíveis: Codex (via assinatura do ChatGPT, pelo CLI codex já instalado no Mac), DeepSeek, z.ai e OpenRouter (via chaves de API) e modelos locais via LM Studio. Inclui um painel de controle local pra gerenciar chaves e habilitar/desabilitar modelos.

Pra quem é

Pro Daniel, uso pessoal, rodando só no Mac dele dentro do Codex.

Stack e comandos

  • Servidor: TypeScript + SDK oficial de MCP da Anthropic (transporte stdio, roda local)
  • Conector universal: padrão OpenAI-compatible (atende DeepSeek, z.ai, OpenRouter e LM Studio — provedor novo = 1 linha de configuração + chave no .env)
  • Codex: integração via CLI codex (usa a assinatura, sem custo de API)
  • Painel de configuração: shadcn/ui + Tailwind (Vite, pasta ui/), página local no navegador — abrir com npm run panel (http://127.0.0.1:4747); depois de mudar código da interface, npm run build:ui
  • Configuração de modelos: arquivo local config/models.json (sem banco de dados)
  • Chaves: SEMPRE no .env (nunca no models.json, nunca no código)
  • Rodar os testes: npm test (compila e testa; os testes vivem em src/*.test.ts)
  • Compilar depois de mudar código: npm run build (o Codex executa o resultado em dist/)
  • O servidor está registrado no Codex com o nome multimodels (escopo user, vale pra todos os projetos); conferir com Codex mcp list
  • Ferramentas expostas: list_models (cardápio) e delegate_task (delegação)

Como trabalhar comigo

Sobre mim

  • Eu NÃO sei programar. Já fiz projetos de vibecoding, mas preciso de direcionamento.
  • Explique tudo em português, com analogias do dia a dia. NUNCA assuma que sei termos técnicos.
  • Respostas objetivas. Se eu quiser mais detalhes, eu peço.

Como se comunicar comigo

  • Ao fazer algo, mostre: (1) o que fez, (2) como eu vejo/testo, (3) o que fazer se der erro.
  • Se der erro, explique primeiro em linguagem simples, DEPOIS sugira a correção.
  • Pedido vago? Faça perguntas até entender. Decisões importantes: apresente opções e explique as diferenças em termos simples.
  • A menos que eu diga "faça isso agora", trate meu pedido como conversa: pense comigo, proponha uma abordagem e só modifique arquivos depois que eu confirmar.

Read the full file on GitHub · 61 lines

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.

  1. 2mo ago First seen · 61 lines · 1,237 tokens per session scan A e774b963d626

Subscribe to this mod's changes

multimodels-mcp AGENTS.md is an instructions file published in the GitHub repository dpmadsen/multimodels-mcp (21 stars, last pushed 3mo ago), licensed MIT. It adds 1,237 tokens to every session, about $0.0049 per session on Opus 5.5. 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 2026-08-30.

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multimodels-mcp AGENTS.mddpmadsen/multimodels-mcpInstructions file213mo agoMITA1,237Codex, OpenCode
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deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode