omnicoreagent
omnicoreagent is an MCP server. It reaches llm. It needs LLM_API_KEY to authenticate. Its repository has 252 GitHub stars and is licensed under MIT; we last read it on 2026-10-25.
Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.
Install
Read from omnicoreagent’s own README, close to verbatim -- not written by us, and not guessed.
pip install omnicoreagent
What it reaches, and what it needs
Reaches
llm
Credential
LLM_API_KEY
Maintenance
Stars
252
State
listed
Licence
MIT
From the repository
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.
Common questions about omnicoreagent
- What does omnicoreagent do?
- Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.
- How do I install omnicoreagent?
- Its own README gives this command: pip install omnicoreagent. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does omnicoreagent connect to, and what does it need?
- It reaches llm. The credentials we found in its source are LLM_API_KEY.
- Is omnicoreagent official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 252 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-09.
- What licence does omnicoreagent use?
- The repository declares the MIT licence.