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Any Model Plugin

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Enables AI agents to delegate tasks, run adversarial reviews, and manage background jobs across multiple models and providers via anymodel_* tools.

pealmeidaby pealmeida
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About

Enables AI agents to delegate tasks, run adversarial reviews, and manage background jobs across multiple models and providers via anymodel_* tools.

README

A Claude Code plugin that lets AI agents delegate tasks, run adversarial reviews, and manage background jobs from Claude Code to any provider and model.

What it does

  • Delegate work from Claude Code to another engine/model with a single slash command.
  • Run adversarial reviews across different models and providers.
  • Manage background jobs (status, result, cancel) just like the upstream plugin.

Use it from any agent host

Claude Code is one of three surfaces — the same CLI powers all of them:

  • Universal CLI: node plugins/anymodel/scripts/companion.mjs <command> (or npx anymodel) from any shell or agent.
  • MCP server: plugins/anymodel/scripts/mcp-server.mjs exposes every capability as anymodel_* tools in any MCP host — Claude Code, Codex, Cursor, Windsurf, VS Code. See INTEGRATIONS.md.
  • Claude Code native plugin: /anymodel:* commands via the marketplace install below.

The two-axes concept

Delegation is built on two orthogonal ideas:

  • Executor harness — the agent runtime that plans, runs commands, edits files, and manages sandboxes (e.g., Codex, Claude).
  • Model — the underlying provider/model the harness uses to reason and respond.

The Codex plugin hardwires both to OpenAI. This project separates them so you can mix and match:

/anymodel:delegate --engine codex  --model zai/glm-5.2  fix the flaky test
/anymodel:review   --engine claude --base main

Quick start

TODO: installation, setup, and first-delegate steps once Phase 0 scaffolding is complete.

Roadmap

Phase Status Goal
Phase 0 ✅ Done Scaffold repo; lift core orchestration; codex adapter + LiteLLM bridge; provider registry; loopback CI test
Phase 1 ✅ Done Codex + Claude adapters; per-thread config override (mixed providers on one broker); native + schema reviews on all engines
Phase 2 ✅ Done Built-in Responses→Chat shim (companion.mjs shim, --bridge builtin); quirk pipeline; unit test suite
Phase 3 ✅ Done Plugin command surface + runner agent; models/setup; direct engine; local marketplace install

Attribution

This project derives from openai/codex-plugin-cc under the Apache-2.0 license. See LICENSE and NOTICE for details.

Security

  • API keys are never stored in this repository. Providers are configured with env_key references in registry.toml; keys come from your environment or a local env file you pass to companion.mjs shim --env-file (keep it outside the repo — .env files are gitignored).
  • Sandboxing varies by engine. The codex engine runs inside Codex's own sandbox; the claude engine uses Claude Code permission modes; the built-in direct engine has only tool-level guards (workspace path containment, symlink-hardened; write_file/exec_command exist only in --write mode). Don't point --engine direct --write at repositories you can't afford to mutate, and treat model output as untrusted input.
  • The bridge (shim or LiteLLM) listens on 127.0.0.1 only.
  • Found a vulnerability? Please open a private security advisory rather than a public issue.

License

Apache-2.0 — see LICENSE and NOTICE.

from github.com/pealmeida/anymodel-plugin

Install Any Model Plugin in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE
unyly install any-model-plugin

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add any-model-plugin -- npx -y github:pealmeida/anymodel-plugin

FAQ

Is Any Model Plugin MCP free?

Yes, Any Model Plugin MCP is free — one-click install via Unyly at no cost.

Does Any Model Plugin need an API key?

No, Any Model Plugin runs without API keys or environment variables.

Is Any Model Plugin hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Any Model Plugin in Claude Desktop, Claude Code or Cursor?

Open Any Model Plugin on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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