Cross-Agent Monorepo & MCP Marketplace

One Marketplace. Four Autonomous Agents.

Production-ready plugins, tools, and MCP servers for Claude Code, Antigravity, OpenCode, and Qwen — with zero-compile instant installs and strict context budgets.

Unified Multi-Agent Pipeline
01 Discover
02 Install
03 Bridge
04 Optimize
05 Delegate
06 Review
aiplugins session: claude-code (driver) ⇄ antigravity + opencode (peer workers)
LIVE AGENTS
Claude Code · Driver
$ git status
[rtk-mcp] rewrote 'git status' -> 82% token savings (1,420 -> 256 tokens)
* main...origin/main [ahead 1]
clean — nothing to commit

$ opencode-ctl dispatch --task "decompile-core" --symbol "verify_token"
[opencode-ctl-mcp] task #402 dispatched to OpenCode worker pool
[opencode-ctl-mcp] worker attached via shared memory bridge
Antigravity · OpenCode · Workers
[shared/ghidra-mcp] headless decompile target: libauth.so:verify_token()
[shared/ghidra-mcp] AST emitted: 14 basic blocks, 0 unsafe derefs

$ devtools-skills review --axis correctness,security,performance
[aiplugins-devtools] audit pass 1: memory safety [OK]
[aiplugins-devtools] audit pass 2: context footprint [OK: 4.2 KB < 10 KB budget]
[aiplugins-devtools] VERDICT: GREEN (Ready for main branch)

Why AI Plugins?

Purpose-built tooling designed to make autonomous AI coding assistants safer, faster, and dramatically cheaper.

Zero-Compile Instant Installs

Prebuilt, tested native binaries for Windows (x64), Linux (x86_64, aarch64), and macOS (x86_64, Apple Silicon). Single-line install commands configure tools and hooks immediately without compiler toolchains.

Context Footprint Transparency

Every plugin measures exact Resident vs Invocation vs Setup bytes before install. Enforced context budget gates ensure your LLM prompt windows remain clean, token-efficient, and fast.

Cross-Agent Unified Rust Core

Shared memory-safe Rust crates in shared/ power native adapters across Claude Code, Google Antigravity, OpenCode, and Qwen, eliminating divergent plugin behaviors.

Architecture & Multi-Agent Design

How the monorepo delivers unified capabilities to four distinct agent ecosystems.

Layer 01

Universal Core Engines

High-performance Rust libraries for token reduction (RTK), binary analysis (Ghidra headless), task dispatch, and QA audit.

Layer 02

Cross-Agent Manifests

Declarative marketplace specs generate platform-native configs for Claude plugins, Antigravity skills, OpenCode modules, and Qwen extensions.

Layer 03

Safe MCP & CLI Bridges

Standard Model Context Protocol servers run with strict schema budgets, delivering predictable tooling to every connected agent.

Interactive Plugin Catalog

Explore tools, skills, and MCP servers across Claude Code, Antigravity, OpenCode, and Qwen.

Loading the plugin catalog…

Understanding Context Footprints

Every byte of schema loaded by an agent consumes precious LLM context window memory.

Resident
What the host holds in every request, for the whole session: MCP tool schemas plus frontmatter loaded to decide what each skill and agent is for.
Invocation
Loads only when a tool or skill is actively executed by the agent during a workflow step.
Setup (OpenCode only)
An OpenCode plugin also loads its setup module in-process with the host on every request, as a third tier on top of the two above.

These are bytes, not tokens: the exact serialised size of what the host loads. Compare them between plugins; they are not a context budget.

Quick Install

Connect your preferred autonomous agent environment to the AI Plugins marketplace.

Claude Code

Register the entire marketplace catalog with one command:

claude plugin marketplace add ckir/aiplugins

Google Antigravity

Install curated skills and custom tools directly into ~/.gemini/antigravity-cli:

curl -fsSL https://raw.githubusercontent.com/ckir/aiplugins/main/install-agy.sh | bash

OpenCode

Add the marketplace config to your OpenCode configuration:

opencode plugin add ckir/aiplugins

Qwen

Download and extract prebuilt extensions into ~/.qwen/extensions:

curl -fsSL https://raw.githubusercontent.com/ckir/aiplugins/main/install-qwen.sh | bash

Guides & Developer Resources

Comprehensive documentation, architecture references, and API docs for contributors.

User Guide (PDF) Rustdoc API Documentation GitHub Repository Changelog