NEO MCP

NEO MCP connects your AI editor to NEO - an autonomous AI engineering agent - via the Model Context Protocol. Submit long-running tasks (fine-tuning, RAG pipelines, benchmarking, evals) directly from Claude Code, Cursor, Windsurf, VS Code, or any MCP-compatible editor, and get results synced back to your project folder.

- Homepage: https://heyneo.com
- Docs: https://docs.heyneo.com/neo-mcp
- Install: pip install neo-mcp
- PyPI: https://pypi.org/project/neo-mcp/
- Tags: AI Agents, Developer Tools, Machine Learning, Task Automation, LLM, Fine-tuning

---

About

NEO is an autonomous AI engineering agent that plans, researches, and executes multi-step ML and AI engineering work, including fine-tuning, quantization, benchmarking, evals, and agentic pipeline construction, using your codebase, data, and experiments.

The neo-mcp package runs a local MCP server that bridges any MCP-compatible editor to the NEO backend. Tasks run autonomously and results are written back to your workspace.

Supported editors: Claude Code, Cursor, Windsurf, VS Code, Zed, Continue, Codex CLI, Antigravity

---

Installation

pip install neo-mcp

If you get error: externally-managed-environment, run:

python3 -m pip install --user --break-system-packages neo-mcp

---

Quick Start (Claude Code)

claude mcp add --scope user neo \
  -e NEO_SECRET_KEY=sk-v1-YOUR_KEY \
  -- python3 -m neo_mcp

Get your API key at: https://heyneo.com/dashboard

---

MCP Tools

| Tool | What it does |
|---|---|
| neo_submit_task | Start a NEO task; returns a thread_id. Optional wait_for_completion blocks until done. |
| neo_task_status | Poll task status (RUNNING, COMPLETED, WAITING_FOR_FEEDBACK, etc.). |
| neo_get_messages | Read the task transcript after completion. |
| neo_list_tasks | List recent or active tasks. |
| neo_send_feedback | Reply when NEO is waiting for user input. |
| neo_pause_task / neo_resume_task | Pause or resume a running task. |
| neo_stop_task | Stop and tear down a task. |
| neo_add_integration | Store a provider key (GitHub, HuggingFace, Anthropic, OpenRouter, or any custom secret) locally for use in tasks. |
| neo_list_integrations | List configured providers (names only, never the secret). |
| neo_test_integration | Validate a stored key against the provider's API. |
| neo_remove_integration | Delete a stored key. |

Typical flow: neo_submit_task -> poll neo_task_status -> neo_get_messages (or use wait_for_completion to skip polling).

---

Integrations

Give NEO access to external services by storing API keys locally once. Keys are injected as environment variables on every task run and never leave your machine.

| Provider | Credential | What NEO can do with it |
|---|---|---|
| github | Personal Access Token (ghp_...) | Clone private repos, push, open PRs |
| huggingface | Token (hf_...) | Download private models and datasets |
| anthropic | API key (sk-ant-...) | Run Claude models inside tasks |
| openrouter | API key (sk-or-...) | Route through any model OpenRouter supports |

---

Security

- Keys are stored locally at ~/.neo/integrations/x3Cprovider>.env with 0o600 permissions.
- Keys are never sent to the NEO backend, written to logs, or committed to git.
- neo_list_integrations returns provider names only, never the secret itself.

---

NEO Research Inc. - https://heyneo.com