AgentIndex icon
AgentIndex
agy-mcp logo
agy-mcp
★ 25
vs
ruflo logo
ruflo
★ 78.4k

agy-mcp vs ruflo

agy-mcp: Agy-mcp wraps Google's Antigravity CLI into 11 typed MCP tools, making it callable by any MCP client like Claude Code or OpenAI Codex. It also provides optional Skill bundles to teach supporting platforms when and how to invoke these tools, alongside robust safety policies for secure execution.; ruflo: Ruflo v3 is an enterprise AI orchestration platform for Claude-based multi-agent swarms, closely related to Claude Flow. It features an inter-agent consensus algorithm, vector database integration for persistent memory, self-learning workflows, and native Claude Code SDK integration. Designed for deploying autonomous agent pipelines at scale with shared state management.

01

TL;DR

agy-mcp logo
agy-mcpMulti-Agent · ★ 25

Getting a second opinion on a bug hypothesis (using `mode="review"`).

Read agy-mcp full review →
ruflo logo
rufloMulti-Agent · ★ 78.4k
When to choose:
  • You are a heavy Claude Code or Codex user and want several agents coordinated on one task, with memory across sessions.
  • You want a console that tracks cost and tokens and lets you replay and compare runs.
  • You want control levels (read, write, manage, full) with ask or auto approval.
When to skip:
  • You want a light setup: the full CLI install adds many files and hooks to your workspace.
  • You cannot read mods before installing: they run with your permissions and are not sandboxed.
  • Context overhead matters: hundreds of MCP tools and many commands mean a steep learning curve.
Read ruflo full review →
02

Side-by-Side Comparison

Field
agy-mcp logoagy-mcp
ruflo logoruflo
Category
Multi-Agent
Multi-Agent
Stars
★ 25
★ 78.4k
License
MIT
MIT
Install Command
curl -LsSf https://astral.sh/uv/install.sh | sh && uv tool install agy-mcp
npx ruflo@latest init wizard
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, LLM Agent, CLI Wrapper
AI Orchestration, Multi-Agent System, Self-Learning AI
03

Features

agy-mcp logoagy-mcp
01Provides Skill bundles for agent platforms to learn invocation context and safety rules.
02Implements a robust safety policy for redaction, write control, and sensitive file access.
03Supports synchronous one-off calls and background long-running tasks with status and result retrieval.
04Offers cross-platform process group termination for running jobs.
ruflo logoruflo
01Adds a large set of specialised agents, commands, skills, hooks and an MCP server around Claude Code and Codex
02Agent swarms that self-organise and coordinate in the background through hooks
03Memory across sessions with local vector retrieval and learning from past runs
04Visual console to track workflows, agents, models, tokens and cost, with replay of runs
05Federation for agents on different machines to communicate
04

Use Cases

agy-mcp logoagy-mcp
↳Getting a second opinion on a bug hypothesis (using `mode="review"`).
↳Applying a reviewed diff to the codebase (`mode="execute", allow_write=True`).
↳Performing large-scale refactoring tasks over several hours (`agy_start(..., mode="long")`).
↳Environment and authentication detection without leaking secrets (`agy_doctor`).
ruflo logoruflo
↳Running parallel Claude agent swarms for large-scale document processing
↳Building autonomous workflows that require inter-agent coordination and consensus
↳Deploying production AI pipelines with persistent vector memory across sessions
05

Best For

agy-mcp logoagy-mcp
—
ruflo logoruflo
Most Popular
FAQ

FAQ

What is the difference between agy-mcp and ruflo?
Both agy-mcp and ruflo are in the Multi-Agent category. agy-mcp has 25 stars, while ruflo has 78.4k stars.
Which is better, agy-mcp or ruflo?
The best choice depends on your use case. Choose agy-mcp if Getting a second opinion on a bug hypothesis (using `mode="review"`)., and ruflo if Running parallel Claude agent swarms for large-scale document processing.
Is agy-mcp free or open source?
Yes, agy-mcp is open source on GitHub (MIT).
Is ruflo free or open source?
Yes, ruflo is open source on GitHub (MIT).
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