# io.github.ruvnet/ruv-swarm

> Use this tool when you need to orchestrate neural network swarms with accelerated performance, leveraging WebAssembly and MCP integration to solve complex problems in distributed AI and machine learning. It provides a scalable interface for managing swarm inputs and outputs, enabling efficient coordination and decision-making. Ideal for use cases requiring high-performance, distributed neural network processing, such as large-scale simulations and real-time analytics.

Canonical page: https://skillsregistry.net/skills/io-github-ruvnet-ruv-swarm  
JSON: https://api.skillsregistry.net/v1/skills/io-github-ruvnet-ruv-swarm

## Description

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.18
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** api-integration
- **Updated:** 2026-04-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.ruvnet%2Fruv-swarm)
- **Repository:** <https://github.com/ruvnet/ruv-FANN>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "io-github-ruvnet-ruv-swarm"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-ruvnet-ruv-swarm` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-ruvnet-ruv-swarm/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt