ai-orchestrator: Portable multi-agent AI developer setup for Claude Code + Ollama

by Mybono · MCP Server · ★ 100

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install ai-orchestrator

git clone https://github.com/Mybono/ai-orchestrator ~/Projects/ai-orchestrator

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 71/100

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.

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.

agenticagentic-aiclaude-codeclicoding-assistantlocal-llmmcpollama

Quick Facts

Stars100
Forks19
CategoryMCP Server
Quality Score71/100
Last Updated2026-07-22
Created2026-04-03
Platformsclaude-code, cli, mcp
Est. Tokens~16k

About ai-orchestrator

ai-orchestrator README · Architecture · Agents · Skills & Commands Portable AI developer setup: Claude thinks, local Ollama executes. Works with any project — TypeScript, Python, Flutter, Swift, C++. No Python dependency — all orchestration is pure Bash and . How it works triggers the full pipeline: Claude writes the plan. A local Ollama model writes the code. Claude reviews the output.

Compatible Skills

These tools work well together with ai-orchestrator for enhanced workflows:

  • cc-copilot-bridge — semantic(0.18)+complementary+shared_fw(ollama)+same_lang+similar_pop+shared_platform (59%)
  • NanoCoder — semantic(0.20)+complementary+shared_fw(ollama)+similar_pop+shared_platform (55%)
  • SuperPowersWUI — semantic(0.21)+complementary+shared_fw(ollama)+rare_topics+similar_pop (55%)

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How this security grade is produced

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:

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