How do I install the neo — ai/ml engineering mcp server?

This profile does not contain a verified copy-paste launch configuration. Follow the current project documentation to confirm the runtime, entry point, transport and authentication before registering it in your client.

What credentials does it need?

The recorded environment keys are `NEO_SECRET_KEY`, `NEO_DEPLOYMENT_ID`. Keep credentials outside committed files and confirm the configuration required by your installed version.

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Neo — AI/ML Engineering MCP Server

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

Local serverstdioPython

What is the Neo — AI/ML Engineering MCP Server?

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

The short version

Neo is built for AI engineering, not general code chat, so it goes deeper on ML, LLM, and data workflows than a typical coding agent.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
neo_submit_task	Submit an AI/ML task. Returns thread_id immediately.
neo_list_tasks	List running and recent tasks. Reconnects pollers automatically.
neo_task_status	Check status: RUNNING / COMPLETED / WAITING_FOR_FEEDBACK / PAUSED / TERMINATED.
neo_get_messages	Read full task output when COMPLETED. Capped at ~20 000 tokens.
neo_send_feedback	Reply when Neo asks a question (WAITING_FOR_FEEDBACK).
neo_pause_task	Pause a running task.
neo_resume_task	Resume a paused task.
neo_stop_task	Stop and clean up a task permanently.
neo_list_integrations	List stored third-party API keys (names only, never the value).
neo_add_integration	Register a GitHub PAT, HuggingFace token, Anthropic key, or OpenRouter key for Neo tasks.
neo_test_integration	Call the provider's API to confirm a stored key is still valid.
neo_remove_integration	Delete a stored key from this machine.

Configuration

Variable	Description	Required
NEO_SECRET_KEY	Credential the server authenticates with.	Yes
NEO_DEPLOYMENT_ID	Configuration value read at startup.	Optional

Example prompts to try

“Use Neo — AI/ML Engineering to neo submit task.”
“Use Neo — AI/ML Engineering to neo list tasks.”
“Use Neo — AI/ML Engineering to neo task status.”

Frequently asked questions

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

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