by enapt · MCP Server · ★ 61
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
docker run -p 8800:8800 -v swarmllm-data:/data ghcr.io/enapt/swarmllm:latest
docker run --gpus all -p 8800:8800 -v swarmllm-data:/data ghcr.io/enapt/swarmllm:latest-cuda
Taken from the project's README on GitHub. Check the security audit before running it.
None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.
| Stars | 61 |
| Forks | 11 |
| Language | Rust |
| Category | MCP Server |
| License | Apache-2.0 |
| Quality Score | 68/100 |
| Open Issues | 2 |
| Last Updated | 2026-10-22 |
| Created | 2026-02-24 |
| Platforms | claude-code, mcp, rust |
| Est. Tokens | ~32k |
SwarmLLM A peer-to-peer LLM inference network in a single Rust binary. Pool hardware with other nodes to run 70B+ parameter models on machines that couldn't host them alone — no API tokens, no cloud fees, and encrypted traffic between every peer. Join the swarm. Run AI together — for free. Status — alpha, actively developed. Distributed inference is stable across multi-node deployments.
These tools work well together with SwarmLLM for enhanced workflows:
Looking for a SwarmLLM alternative? If you're comparing SwarmLLM with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
A mobile application designed to provide a beautiful, fast, and privacy-respecting interface for on device LLM
Local AI desktop app: a Chromium browser with a GPU-aware llama.cpp runtime, OpenAI-compatible API, AI chat an
A private Claude-Code-style coding agent for Apple Silicon — run chat, code, and local model workflows on-devi
An offline coding agent for local models. One command sets up the best model your GPU can run, and on 24 GB+ R
Self-hosted LLM gateway. One Go binary turns your Macs and Linux boxes into a private inference cluster — mult
Self-hosted AI workspace with agents, skills, and tools (Gmail, Calendar) that runs entirely on your own provi
Explore other popular mcp server tools:
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: