devswarm

by justrach · AI Agent Frameworks · ★ 67

devswarm is an MCP server by justrach. High-performance MCP server, code graph engine & evolutionary algorithm platform in Zig. 33 tools: GitHub project management, agent swarm orchestration, iterative review-fix loops, blast radius analysis, and code navigation via Model Context Protocol. It has 67 GitHub stars and ranks #259 of 604 in AI Agent Frameworks by stars.

Category: AI Agent Frameworks
Author: justrach
GitHub stars: 67
This week: Tracking since 18 Oct 2026
Language: Zig
License: AGPL-3.0 (open source)
Last update: 2026-04-19 (6 months ago)
Links: Source

How to install devswarm

Install steps differ per project, so follow the README in the devswarm repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is devswarm?

devswarm is an MCP server by justrach in the AI Agent Frameworks category. High-performance MCP server, code graph engine & evolutionary algorithm platform in Zig. 33 tools: GitHub project management, agent swarm orchestration, iterative review-fix loops, blast radius analysis, and code navigation via Model Context Protocol. It has 67 GitHub stars and ranks #259 of 604 in AI Agent Frameworks by stars.

Is devswarm free and open source?

Yes. devswarm is published under the AGPL-3.0 license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to devswarm?

Other AI Agent Frameworks projects on MCP Harbor include paperclip, ruflo, oh-my-openagent. Each alternative links to its own page with stars, license and recent activity. The AI Agent Frameworks category ranks all 604 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.