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omnirexflora-labs

omnicoreagent

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Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.

245 stars PythonOthers Updated Aug 30, 2026
agentfastapimcpmulti-agent-systemsorchestrationharnessharness-engineeringruntimeagent-harnessai-agentsbackground-tasksllmmcp-clientpythonsubagentstelemetry

No README could be loaded. View the project on GitHub for full documentation.

Frequently asked questions

What is omnicoreagent?

omnicoreagent is Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.

How do I install omnicoreagent?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is omnicoreagent open source?

Yes — it is hosted on GitHub at https://github.com/omnirexflora-labs/omnicoreagent and has 245 stars.

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