# pyro-mcp

`pyro-mcp` is a Firecracker-backed sandbox for coding agents.

It exposes the same runtime in two public forms:

- a `pyro` CLI
- a Python SDK via `from pyro_mcp import Pyro`

It also ships an MCP server so LLM clients can use the same VM runtime through tools.

## Start Here

- Install: [docs/install.md](/home/thales/projects/personal/pyro/docs/install.md)
- Host requirements: [docs/host-requirements.md](/home/thales/projects/personal/pyro/docs/host-requirements.md)
- Integration targets: [docs/integrations.md](/home/thales/projects/personal/pyro/docs/integrations.md)
- Public contract: [docs/public-contract.md](/home/thales/projects/personal/pyro/docs/public-contract.md)
- Troubleshooting: [docs/troubleshooting.md](/home/thales/projects/personal/pyro/docs/troubleshooting.md)

## Public UX

Primary install/run path:

```bash
uvx --from pyro-mcp pyro mcp serve
```

Installed package path:

```bash
pyro mcp serve
```

The public user-facing interface is `pyro` and `Pyro`.
`Makefile` targets are contributor conveniences for this repository and are not the primary product UX.

Check the installed CLI version:

```bash
pyro --version
```

## Repository Storage

This repository uses Git LFS for the packaged runtime images under
`src/pyro_mcp/runtime_bundle/`.

Fresh contributor setup:

```bash
git lfs install
git clone <repo>
cd pyro
git lfs pull
make setup
```

The large files tracked through LFS are:

- `src/pyro_mcp/runtime_bundle/**/rootfs.ext4`
- `src/pyro_mcp/runtime_bundle/**/vmlinux`

If you are working from an older clone created before the LFS migration, reclone or realign your branch to the rewritten history before doing more work.

## Capabilities

- Firecracker microVM execution with bundled runtime artifacts
- standard profiles:
  - `debian-base`
  - `debian-git`
  - `debian-build`
- high-level one-shot execution via `vm_run` / `Pyro.run_in_vm(...)`
- low-level lifecycle control when needed:
  - `vm_create`
  - `vm_start`
  - `vm_exec`
  - `vm_stop`
  - `vm_delete`
  - `vm_status`
  - `vm_network_info`
  - `vm_reap_expired`
- outbound guest networking with explicit opt-in

## Requirements

- Linux host
- `/dev/kvm`
- Python 3.12+
- host privilege for TAP/NAT setup when using guest networking

The current implementation uses `sudo -n` for `ip`, `nft`, and `iptables` when networked runs are requested.

## CLI

Start the MCP server:

```bash
pyro mcp serve
```

Run one command in an ephemeral VM:

```bash
pyro run --profile debian-git --vcpu-count 1 --mem-mib 1024 -- git --version
```

Run with outbound internet enabled:

```bash
pyro run --profile debian-git --vcpu-count 1 --mem-mib 1024 --network -- \
  "git clone --depth 1 https://github.com/octocat/Hello-World.git hello-world && git -C hello-world rev-parse --is-inside-work-tree"
```

Show runtime and host diagnostics:

```bash
pyro doctor
```

Run the deterministic demo:

```bash
pyro demo
pyro demo --network
```

Run the Ollama demo:

```bash
ollama serve
ollama pull llama:3.2-3b
pyro demo ollama
```

Verbose Ollama logs:

```bash
pyro demo ollama -v
```

## Integration Examples

- Python one-shot SDK example: [examples/python_run.py](/home/thales/projects/personal/pyro/examples/python_run.py)
- Python lifecycle example: [examples/python_lifecycle.py](/home/thales/projects/personal/pyro/examples/python_lifecycle.py)
- MCP client config example: [examples/mcp_client_config.md](/home/thales/projects/personal/pyro/examples/mcp_client_config.md)
- OpenAI Responses API example: [examples/openai_responses_vm_run.py](/home/thales/projects/personal/pyro/examples/openai_responses_vm_run.py)
- Agent-ready `vm_run` example: [examples/agent_vm_run.py](/home/thales/projects/personal/pyro/examples/agent_vm_run.py)

## Python SDK

```python
from pyro_mcp import Pyro

pyro = Pyro()
result = pyro.run_in_vm(
    profile="debian-git",
    command="git --version",
    vcpu_count=1,
    mem_mib=1024,
    timeout_seconds=30,
    network=False,
)
print(result["stdout"])
```

Lower-level lifecycle control remains available:

```python
from pyro_mcp import Pyro

pyro = Pyro()
created = pyro.create_vm(
    profile="debian-git",
    vcpu_count=1,
    mem_mib=1024,
    ttl_seconds=600,
    network=True,
)
vm_id = created["vm_id"]
pyro.start_vm(vm_id)
result = pyro.exec_vm(vm_id, command="git --version", timeout_seconds=30)
print(result["stdout"])
```

The recommended agent-facing default is still one-shot execution through `run_in_vm(...)` / `vm_run`.
Use lifecycle methods only when the agent needs VM state to persist across multiple calls.

## MCP Tools

Primary agent-facing tool:

- `vm_run(profile, command, vcpu_count, mem_mib, timeout_seconds=30, ttl_seconds=600, network=false)`

Advanced lifecycle tools:

- `vm_list_profiles()`
- `vm_create(profile, vcpu_count, mem_mib, ttl_seconds=600, network=false)`
- `vm_start(vm_id)`
- `vm_exec(vm_id, command, timeout_seconds=30)`
- `vm_stop(vm_id)`
- `vm_delete(vm_id)`
- `vm_status(vm_id)`
- `vm_network_info(vm_id)`
- `vm_reap_expired()`

## Runtime

The package ships a bundled Linux x86_64 runtime payload with:

- Firecracker
- Jailer
- guest kernel
- guest agent
- profile rootfs images

No system Firecracker installation is required.

Runtime diagnostics:

```bash
pyro doctor
```

The doctor report includes:

- runtime integrity
- component versions
- capability flags
- KVM availability
- host networking prerequisites

## Contributor Workflow

For work inside this repository:

```bash
make help
make setup
make check
make dist-check
```

Runtime build and validation helpers remain available through `make`, including:

- `make runtime-bundle`
- `make runtime-materialize`
- `make runtime-boot-check`
- `make runtime-network-check`

Space cleanup after runtime work:

```bash
rm -rf build
git lfs prune
```

Recreating `.venv/` is also a straightforward way to reclaim local disk if needed.