omnicoreagent MCP Server
omnirexflora-labs/omnicoreagent
[](https://agentrank-ai.com/tool/omnirexflora-labs--omnicoreagent/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) An agent runtime for Python. Give your agent real work. Keep control: every action checked before it runs, every run survives a crash without silently redoing anything, every step on the record.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
omnirexflora-labs/omnicoreagent is a Python tool licensed under MIT. An agent runtime for Python. Give your agent real work. Keep control: every action checked before it runs, every run survives a crash without silently redoing anything, every step on the record. Topics: agent, fastapi, mcp, multi-agent-systems, orchestration, harness, harness-engineering, runtime, agent-harness, ai-agents, background-tasks, llm, mcp-client, python, subagents, telemetry, sdk.
Ranked #1319 out of 24846 indexed tools.
In the top 6% of all indexed tools.
Ecosystem
Score Breakdown
252 stars → growing community
Last commit 1mo ago → moderate activity
30/30 issues closed → responsive maintainer
9 contributors → small team
No dependents → no downstream usage
12 weekly installs → early adoption
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
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[](https://agentrank-ai.com/tool/omnirexflora-labs--omnicoreagent/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/omnirexflora-labs--omnicoreagent/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/omnirexflora-labs--omnicoreagent" alt="AgentRank"></a> Matched Queries
From the README
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<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/omnirexflora-labs/omnicoreagent/main/assets/brand/omnicoreagent-logo-dark.svg">
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<p align="center">
<strong>Give your agent real work. Keep control.</strong><br />
<em>Every action checked before it runs. Every run survives a crash without silently redoing anything. Every step on the record.</em>
</p>
<p align="center">
<a href="https://pepy.tech/projects/omnicoreagent"></a>
<a href="https://badge.fury.io/py/omnicoreagent"></a>
<a href="https://www.python.org/downloads/"></a>
<a href="LICENSE"></a>
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<a href="https://docs-omnicoreagent.omnirexfloralabs.com/docs">Docs</a> ·
<a href="https://docs-omnicoreagent.omnirexfloralabs.com/docs/getting-started/quickstart">Quickstart</a> ·
<a href="./cookbook">Cookbook</a> ·
<a href="./engineering/validation/production-proving.md">Proof</a> ·
<a href="https:// Read full README on GitHub → Get the weekly AgentRank digest
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