Agentic-Tool-Optimization — security grade SAFE, quality 63/100

Security audit verdict: SAFE · quality 63/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by WillNigri · MCP Server · ★ 33

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

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About Agentic-Tool-Optimization

Local-first multi-runtime AI cockpit (CLI + desktop + MCP). War-rooms across Claude/Codex/Gemini, replay, regression detection, receipts in SQLite. MIT.

ai-agentsclaude-codecodexllm-opsmcpmulti-agentobservabilityopen-sourcetauri

Quick Facts

Stars33
Forks6
LanguageRust
CategoryMCP Server
LicenseMIT
Quality Score63.4958334263925/100
Open Issues22
Last Updated2026-08-17
Created2026-03-17
Platformsclaude-code, cli, codex, gemini, mcp, rust
Est. Tokens~25k

Agentic-Tool-Optimization alternative? Top 6 similar tools

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Frequently Asked Questions

What is Agentic-Tool-Optimization?

Agentic-Tool-Optimization is Local-first multi-runtime AI cockpit (CLI + desktop + MCP). War-rooms across Claude/Codex/Gemini, replay, regression detection, receipts in SQLite. MIT.. It is categorized as a MCP Server with 33 GitHub stars.

What programming language is Agentic-Tool-Optimization written in?

Agentic-Tool-Optimization is primarily written in Rust. It covers topics such as ai-agents, claude-code, codex.

How do I install or use Agentic-Tool-Optimization?

You can find installation instructions and usage details in the Agentic-Tool-Optimization GitHub repository at github.com/WillNigri/Agentic-Tool-Optimization. The project has 33 stars and 6 forks, indicating an active community.

What license does Agentic-Tool-Optimization use?

Agentic-Tool-Optimization is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to Agentic-Tool-Optimization?

The top alternatives to Agentic-Tool-Optimization on Agent Skills Hub include vnx-orchestration, claude-code-open, agent-skill-bus. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. 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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