Swarm Orchestrator
Provides autonomous Git management capabilities, including workflow automation, commit management, and branch handling.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Swarm Orchestratordebug the failing test in auth_test.py using SBFL"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
⚠️ DEPRECATED: Fully migrated to hermes agent.
Swarm Orchestrator v3.4
Turn your IDE into an Autonomous Engineering Team
Swarm Orchestrator is a Model Context Protocol (MCP) server that extends AI coding assistants like Antigravity, Cursor, and Claude Desktop with deterministic, algorithmic capabilities. Instead of relying purely on LLM reasoning, Vexorbis Swarm uses specialized workers—code analysis, fault localization, formal verification, and autonomous Git management—to deliver faster, more reliable results.
📖 Documentation
Getting Started | Concepts | Guides | Reference |
Related MCP server: projscan
🚀 Quick Start
Docker (Recommended)
git clone https://github.com/AgentAgony/swarm.git
cd swarm
docker compose up -d --buildConfigure Your IDE
Add the MCP server to your IDE's configuration (e.g., ~/.gemini/antigravity/mcp_config.json on Windows):
{
"mcpServers": {
"swarm-orchestrator": {
"command": "docker",
"args": ["exec", "-i", "swarm-mcp-server", "python", "server.py"]
}
}
}🔍 Tool Selection Guide
flowchart LR
Start([My Goal]) --> Q1{Type?}
Q1 -->|Find symbol by name| A["search_codebase(keyword_only=true)<br/>~1ms"]
Q1 -->|Find code by concept| B["search_codebase()<br/>~240ms"]
Q1 -->|Understand architecture| C["retrieve_context()<br/>~1-2s"]
Q1 -->|Debug failing tests| D["debug command<br/>Ochiai SBFL"]
style A fill:#2ecc71,color:#fff
style B fill:#3498db,color:#fff
style C fill:#9b59b6,color:#fff
style D fill:#e74c3c,color:#fff📜 License
MIT
This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Latest Blog Posts
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/Of-Arte/swarm-orchestrator-mcp-deprecated-'
If you have feedback or need assistance with the MCP directory API, please join our Discord server