by nxtg-ai · MCP Server · ★ 114
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forge-orchestrator Multi-tool orchestration in a single Rust binary. This is L2: Pro Builder. Multi-agent inside a single tool works fine. Claude Code runs 20 subagents and they stay aligned because the tool manages that orchestration internally. The problem is multi-tool: Claude Code, Codex CLI, and Gemini CLI on the same repo with no shared state. That's what the orchestrator solves. It adds file locking, knowledge capture, task planning, drift detection, and multi-tool orchestration to your development workflow. Three tools reading from and writing to a single state directory. The orchestrator exists because I ran two AI tools on the same codebase and watched them fail in the same ways human teams fail. Claude refactored a module. Codex updated tests against the pre-refactor interface. Both saved. Tests failed. Neither tool knew the other existed. I'd spent 23 years watching this exact scenario with talented human teams. The solution was always the same: orchestration infrastructure. Install Single binary. 4MB. No runtime dependencies.
| Stars | 114 |
| Forks | 17 |
| Language | Rust |
| Category | MCP Server |
| Quality Score | 48.472/100 |
| Open Issues | 2 |
| Last Updated | 2026-05-05 |
| Created | 2026-02-09 |
| Platforms | claude-code, cli, codex, gemini, mcp, rust |
| Est. Tokens | ~134k |
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forge-orchestrator is Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge capture, drift detection. Rust.. It is categorized as a MCP Server with 114 GitHub stars.
forge-orchestrator is primarily written in Rust. It covers topics such as agent-orchestration, ai, ai-agents.
You can find installation instructions and usage details in the forge-orchestrator GitHub repository at github.com/nxtg-ai/forge-orchestrator. The project has 114 stars and 17 forks, indicating an active community.
The top alternatives to forge-orchestrator on Agent Skills Hub include shep, claude-alloy, herdr. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.