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Claude-Flow

AI-driven orchestration platform for coordinated multi-agent development

Claude-Flow delivers enterprise‑grade AI orchestration with hive‑mind coordination, neural model acceleration, 87 MCP tools, and cloud‑native Flow Nexus sandboxes, enabling developers to build, test, and scale AI‑driven applications faster.

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Overview

Highlights

Hive‑Mind intelligence with queen‑led agent coordination
27+ neural models accelerated via WASM SIMD
87 MCP tools covering orchestration, memory, and automation
Flow Nexus cloud integration with sandboxes and AI swarms

Pros

  • Enterprise‑grade fault‑tolerant agent architecture
  • Persistent SQLite memory with fallback to in‑memory storage
  • Seamless transition between local and cloud environments
  • Extensive toolset reduces manual orchestration effort

Considerations

  • Alpha release may exhibit stability issues
  • Requires Node.js 18+ and npm 9+
  • Windows SQLite quirks require special handling
  • Steep learning curve for hive‑mind concepts

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Fit guide

Great for

  • Teams building complex multi‑service applications
  • Developers seeking AI‑assisted code generation
  • Organizations wanting cloud‑hosted AI swarms
  • Projects that benefit from persistent AI memory

Not ideal when

  • Small scripts where orchestration overhead outweighs benefits
  • Environments lacking Node.js 18+ support
  • Use cases demanding production‑grade stability out of the box
  • Teams without AI/ML expertise

How teams use it

Rapid API scaffolding

Generates a fully functional REST API from a single natural‑language prompt

Multi‑feature project coordination

Creates separate hives for authentication, user management, etc., with shared persistent memory

Cloud sandbox testing

Runs isolated Node.js, Python, or React environments for safe execution and debugging

Coding challenge marketplace

Enables participants to submit solutions, earn rUv credits, and access reusable templates

Tech snapshot

JavaScript42%
TypeScript39%
Python17%
Shell2%
Dockerfile1%
PowerShell1%

Tags

codexagentic-workflowagentic-frameworkjulesswarm-intelligenceagentic-ragagentic-aianthropic-claudemulti-agentclaude-codeautonomous-agentshuggingfacenpxmcp-serverai-assistantai-toolsmulti-agent-systemsagentic-engineeringmodel-context-protocolswarm

Frequently asked questions

What are the prerequisites for installing Claude-Flow?

Node.js 18+ (LTS recommended) and npm 9+ are required. Install the Claude Code CLI globally before initializing Claude-Flow.

How does Claude-Flow handle persistent memory?

It stores data in a SQLite file at `.swarm/memory.db` with 12 specialized tables. On Windows, it falls back to in‑memory storage if SQLite errors occur.

When should I use `swarm` versus `hive-mind`?

`swarm` is ideal for quick, single‑objective tasks. `hive-mind` provides persistent sessions and complex multi‑agent coordination for larger projects.

Is Flow Nexus a paid service?

Access to Flow Nexus requires registration; pricing details are not covered in the repository and can be found in the official documentation.

Can Claude-Flow integrate with existing GitHub repositories?

Yes, Claude-Flow includes six specialized GitHub integration modes for repository management and automation.

Project at a glance

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Repo age8 months old
Last commit3 days ago
Primary languageTypeScript

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