omnicoreagent: An agent runtime for Python

by omnirexflora-labs · MCP Server · ★ 252

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

How to install omnicoreagent

pip install omnicoreagent
pip install omnicoreagent                    # Core runtime

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 70/100

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.

agentagent-harnessai-agentsbackground-tasksfastapiharnessharness-engineeringllmmcpmcp-client

Quick Facts

Stars252
Forks57
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score70/100
Last Updated2026-10-09
Created2025-03-19
Platformscli, mcp, python
Est. Tokens~18k

About omnicoreagent

OmniCoreAgent The Open Production Agent Harness for Python Parallel tool batches, structured observations, signature loop detection, MCP tools, memory, workspace files, subagents, background tasks, and REST/SSE serving. What It Is - Quick Start - Choose Your Path - Use Cases - Why It Matters - Install - Cookbook - Features - Docs - Ask AI

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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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