pyro-mcp/README.md
Thales Maciel 999fe1b23a
Reframe pyro around the chat-host path
Make the docs and help text unapologetically teach  as the product path for Claude Code, Codex, and OpenCode on Linux KVM.

Rewrite the README, install/first-run/integration guides, public contract, vision, and use-case docs around the zero-to-hero chat flow, and explicitly note that there are no users yet so breaking changes are acceptable while the interface is still being shaped.

Update package metadata, CLI help, and the docs/help expectation tests to match the new positioning. Validate the reframe with usage: pyro [-h] [--version] COMMAND ...

Validate the host and serve disposable MCP workspaces for chat-based coding agents on supported Linux x86_64 KVM hosts.

positional arguments:
  COMMAND
    env        Inspect and manage curated environments.
    mcp        Run the MCP server.
    run        Run one command inside an ephemeral VM.
    workspace  Manage persistent workspaces.
    doctor     Inspect runtime and host diagnostics.
    demo       Run built-in demos.

options:
  -h, --help   show this help message and exit
  --version    show program's version number and exit

Suggested zero-to-hero path:
  pyro doctor
  pyro env list
  pyro env pull debian:12
  pyro run debian:12 -- git --version
  pyro mcp serve

Connect a chat host after that:
  claude mcp add pyro -- uvx --from pyro-mcp pyro mcp serve
  codex mcp add pyro -- uvx --from pyro-mcp pyro mcp serve

If you want terminal-level visibility into the workspace model:
  pyro workspace create debian:12 --seed-path ./repo --id-only
  pyro workspace sync push WORKSPACE_ID ./changes
  pyro workspace exec WORKSPACE_ID -- cat note.txt
  pyro workspace diff WORKSPACE_ID
  pyro workspace snapshot create WORKSPACE_ID checkpoint
  pyro workspace reset WORKSPACE_ID --snapshot checkpoint
  pyro workspace shell open WORKSPACE_ID --id-only
  pyro workspace service start WORKSPACE_ID app --ready-file .ready --                 sh -lc 'touch .ready && while true; do sleep 60; done'
  pyro workspace export WORKSPACE_ID note.txt --output ./note.txt, usage: pyro mcp serve [-h] [--profile {vm-run,workspace-core,workspace-full}]

Expose pyro tools over stdio for an MCP client. Bare `pyro mcp serve` now starts `workspace-core`, the recommended first profile for most chat hosts.

options:
  -h, --help            show this help message and exit
  --profile {vm-run,workspace-core,workspace-full}
                        Expose only one model-facing tool profile. `workspace-
                        core` is the default and recommended first profile for
                        most chat hosts; `workspace-full` is the larger opt-in
                        profile. (default: workspace-core)

Default and recommended first start:
  pyro mcp serve

Profiles:
  workspace-core: default for normal persistent chat editing
  vm-run: smallest one-shot-only surface
  workspace-full: larger opt-in surface for shells, services,
    snapshots, secrets, network policy, and disk tools

Use --profile workspace-full only when the host truly needs those
extra workspace capabilities., and uv run ruff check .
All checks passed!
uv run mypy
Success: no issues found in 61 source files
uv run pytest -n auto
============================= test session starts ==============================
platform linux -- Python 3.12.10, pytest-9.0.2, pluggy-1.6.0
rootdir: /home/thales/projects/personal/pyro
configfile: pyproject.toml
testpaths: tests
plugins: anyio-4.12.1, xdist-3.8.0, cov-7.0.0
created: 32/32 workers
32 workers [393 items]

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=============================== warnings summary ===============================
../../../.local/share/uv/python/cpython-3.12.10-linux-x86_64-gnu/lib/python3.12/importlib/metadata/__init__.py:467: 32 warnings
  /home/thales/.local/share/uv/python/cpython-3.12.10-linux-x86_64-gnu/lib/python3.12/importlib/metadata/__init__.py:467: DeprecationWarning: Implicit None on return values is deprecated and will raise KeyErrors.
    return self.metadata['Version']

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
================================ tests coverage ================================
_______________ coverage: platform linux, python 3.12.10-final-0 _______________

Name                                        Stmts   Miss  Cover   Missing
-------------------------------------------------------------------------
src/pyro_mcp/__init__.py                       25      0   100%
src/pyro_mcp/api.py                           307      7    98%   37-38, 63, 69, 72, 75, 548
src/pyro_mcp/cli.py                          1132    141    88%   288-289, 332-333, 336, 344, 367-368, 394-395, 398, 406, 450, 460-461, 464, 477, 483-484, 498-499, 502, 566-575, 592-593, 596, 635, 2180, 2182, 2226, 2236, 2280, 2284-2285, 2295, 2302, 2344-2351, 2392, 2409-2414, 2459-2461, 2470-2472, 2483-2485, 2494-2496, 2503-2505, 2510-2512, 2523-2528, 2530, 2541-2546, 2567-2572, 2574, 2589-2594, 2596, 2608, 2623, 2637, 2655-2660, 2669-2674, 2676, 2683-2688, 2690, 2701-2706, 2708, 2719-2724, 2726, 2737-2742, 2764, 2787, 2806, 2824, 2841, 2899, 3017
src/pyro_mcp/contract.py                       52      0   100%
src/pyro_mcp/demo.py                           16      0   100%
src/pyro_mcp/doctor.py                         12      0   100%
src/pyro_mcp/ollama_demo.py                   245      6    98%   289, 294, 299, 318, 439, 550
src/pyro_mcp/runtime.py                       142     14    90%   80, 84, 88, 92, 120, 130, 144, 173, 182, 194, 230-232, 262
src/pyro_mcp/runtime_boot_check.py             33      0   100%
src/pyro_mcp/runtime_build.py                 546     47    91%   92, 127, 181, 189, 238-240, 263-265, 300, 325, 331, 340-341, 343, 392, 396, 413, 416, 492-494, 497-499, 522, 525, 578, 615, 620, 646-647, 649, 686, 688, 694, 697, 725, 765, 779, 791, 805, 808, 1002, 1009, 1198
src/pyro_mcp/runtime_bundle/__init__.py         0      0   100%
src/pyro_mcp/runtime_network_check.py          15      0   100%
src/pyro_mcp/server.py                          8      0   100%
src/pyro_mcp/vm_environments.py               386     55    86%   128, 131, 267, 274, 281, 304-306, 329-331, 352-353, 355, 380, 382, 392-394, 415, 418, 421, 429, 431, 436-437, 446-448, 488, 495-496, 502, 515, 526, 539, 546, 549, 570, 596, 599, 608-609, 613, 617, 626, 629, 636, 644, 647, 659, 667, 676, 682, 685
src/pyro_mcp/vm_firecracker.py                 47      0   100%
src/pyro_mcp/vm_guest.py                      206     22    89%   139, 142, 173, 176, 202, 205, 208, 211, 217, 239, 262-279, 291, 313, 633-634, 643
src/pyro_mcp/vm_manager.py                   2846    355    88%   625, 642, 650-657, 677, 684, 688, 712-715, 795-796, 818, 828, 830, 845, 853-855, 858, 870, 872, 881, 889, 892, 901-902, 910, 913, 919, 926, 929, 933, 951-955, 1010-1011, 1050, 1096, 1102, 1114, 1150, 1156, 1159, 1168, 1170, 1173-1177, 1230, 1236, 1239, 1248, 1250, 1253-1257, 1268, 1277, 1280, 1284-1290, 1319, 1322-1324, 1326, 1333, 1335, 1345, 1347, 1349, 1352-1353, 1361, 1377, 1379, 1381, 1391, 1403-1404, 1408, 1424, 1440-1441, 1443, 1447, 1450-1451, 1469, 1476, 1488, 1505, 1508-1509, 1511, 1582-1583, 1586-1588, 1599, 1602, 1605, 1617, 1638, 1649-1650, 1657-1658, 1669-1671, 1781, 1792-1798, 1808, 1860, 1870, 1891, 1894-1895, 1901-1904, 1910, 1922-1962, 1991-1993, 2034, 2046-2047, 2077, 2146, 2175, 2524-2528, 2598-2602, 2614, 2720, 3563, 3577, 3580, 3583, 3648-3653, 3720, 3802, 3842-3843, 3846-3847, 3862-3863, 3914, 4194, 4229, 4232, 4237, 4250, 4254, 4263, 4277, 4316, 4349, 4444, 4472-4473, 4477-4478, 4504, 4530-4531, 4576, 4578, 4600-4601, 4629, 4631, 4661-4662, 4681-4682, 4734, 4738, 4741-4743, 4745, 4747, 4776-4777, 4809-4845, 4863-4864, 4903, 4905, 4934, 4954-4955, 4977, 4988-4990, 5036, 5049-5050, 5059-5061, 5104-5105, 5171-5178, 5189-5192, 5203, 5208, 5216-5230, 5240, 5473-5476, 5485-5490, 5498-5503, 5513, 5557, 5577, 5601-5602, 5678-5680, 5706-5725, 5784, 5789, 5804, 5832, 5836, 5848, 5884-5886, 5946, 5950, 6079, 6111, 6155, 6170, 6189, 6201, 6242, 6251, 6256, 6269, 6274, 6296, 6394, 6422-6423
src/pyro_mcp/vm_network.py                    134     22    84%   65-66, 139, 201, 203, 205, 226, 317-331, 350-351, 360, 362, 372-384
src/pyro_mcp/workspace_disk.py                164      0   100%
src/pyro_mcp/workspace_files.py               293      0   100%
src/pyro_mcp/workspace_ports.py                79      1    99%   116
src/pyro_mcp/workspace_shell_output.py         88      2    98%   16, 61
src/pyro_mcp/workspace_shells.py              235     26    89%   105-118, 193-194, 226-227, 230-235, 251, 257-259, 263, 270-271, 299, 301, 303, 306-307
src/pyro_mcp/workspace_use_case_smokes.py     216      8    96%   131, 134-135, 423-426, 490
-------------------------------------------------------------------------
TOTAL                                        7227    706    90%
Required test coverage of 90% reached. Total coverage: 90.23%
======================= 393 passed, 32 warnings in 5.60s =======================.
2026-03-13 15:03:20 -03:00

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7.3 KiB
Markdown

# pyro-mcp
`pyro-mcp` is a disposable MCP workspace for chat-based coding agents such as
Claude Code, Codex, and OpenCode.
It is built for Linux `x86_64` hosts with working KVM. The product path is:
1. prove the host works
2. connect a chat host over MCP
3. let the agent work inside a disposable workspace
4. validate the workflow with the recipe-backed smoke pack
`pyro-mcp` currently has no users. Expect breaking changes while this chat-host
path is still being shaped.
This repo is not trying to be a generic VM toolkit, a CI runner, or an
SDK-first platform.
[![PyPI version](https://img.shields.io/pypi/v/pyro-mcp.svg)](https://pypi.org/project/pyro-mcp/)
## Start Here
- Install and zero-to-hero path: [docs/install.md](docs/install.md)
- First run transcript: [docs/first-run.md](docs/first-run.md)
- Chat host integrations: [docs/integrations.md](docs/integrations.md)
- Use-case recipes: [docs/use-cases/README.md](docs/use-cases/README.md)
- Vision: [docs/vision.md](docs/vision.md)
- Public contract: [docs/public-contract.md](docs/public-contract.md)
- Host requirements: [docs/host-requirements.md](docs/host-requirements.md)
- Troubleshooting: [docs/troubleshooting.md](docs/troubleshooting.md)
- Stable workspace walkthrough GIF: [docs/assets/workspace-first-run.gif](docs/assets/workspace-first-run.gif)
- Terminal walkthrough GIF: [docs/assets/first-run.gif](docs/assets/first-run.gif)
- What's new in 4.0.0: [CHANGELOG.md#400](CHANGELOG.md#400)
- PyPI package: [pypi.org/project/pyro-mcp](https://pypi.org/project/pyro-mcp/)
## Who It's For
- Claude Code users who want disposable workspaces instead of running directly
on the host
- Codex users who want an MCP-backed sandbox for repo setup, bug fixing, and
evaluation loops
- OpenCode users who want the same disposable workspace model
- people evaluating repo setup, test, and app-start workflows from a chat
interface on a clean machine
If you want a general VM platform, a queueing system, or a broad SDK product,
this repo is intentionally biased away from that story.
## Quickstart
Use either of these equivalent quickstart paths:
```bash
# Package without install
python -m pip install uv
uvx --from pyro-mcp pyro doctor
uvx --from pyro-mcp pyro env list
uvx --from pyro-mcp pyro env pull debian:12
uvx --from pyro-mcp pyro run debian:12 -- git --version
```
![Quickstart walkthrough](docs/assets/first-run.gif)
```bash
# Already installed
pyro doctor
pyro env list
pyro env pull debian:12
pyro run debian:12 -- git --version
```
From a repo checkout, replace `pyro` with `uv run pyro`.
What success looks like:
```bash
Platform: linux-x86_64
Runtime: PASS
Catalog version: 4.0.0
...
[pull] phase=install environment=debian:12
[pull] phase=ready environment=debian:12
Pulled: debian:12
...
[run] phase=create environment=debian:12
[run] phase=start vm_id=...
[run] phase=execute vm_id=...
[run] environment=debian:12 execution_mode=guest_vsock exit_code=0 duration_ms=...
git version ...
```
The first pull downloads an OCI environment from public Docker Hub, requires
outbound HTTPS access to `registry-1.docker.io`, and needs local cache space
for the guest image.
## Chat Host Quickstart
After the quickstart works, the intended next step is to connect a chat host.
Bare `pyro mcp serve` starts `workspace-core`, which is the default product
path.
```bash
uvx --from pyro-mcp pyro mcp serve
```
Copy-paste host-specific starts:
- Claude Code: [examples/claude_code_mcp.md](examples/claude_code_mcp.md)
- Codex: [examples/codex_mcp.md](examples/codex_mcp.md)
- OpenCode: [examples/opencode_mcp_config.json](examples/opencode_mcp_config.json)
- Generic MCP config: [examples/mcp_client_config.md](examples/mcp_client_config.md)
Claude Code:
```bash
claude mcp add pyro -- uvx --from pyro-mcp pyro mcp serve
```
Codex:
```bash
codex mcp add pyro -- uvx --from pyro-mcp pyro mcp serve
```
OpenCode `opencode.json` snippet:
```json
{
"mcp": {
"pyro": {
"type": "local",
"enabled": true,
"command": ["uvx", "--from", "pyro-mcp", "pyro", "mcp", "serve"]
}
}
}
```
If `pyro-mcp` is already installed, replace `uvx --from pyro-mcp pyro` with
`pyro` in the same command or config shape.
Use `--profile workspace-full` only when the chat truly needs shells, services,
snapshots, secrets, network policy, or disk tools.
## Zero To Hero
1. Validate the host with `pyro doctor`.
2. Pull `debian:12` and prove guest execution with `pyro run debian:12 -- git --version`.
3. Connect Claude Code, Codex, or OpenCode with `pyro mcp serve`.
4. Start with one recipe from [docs/use-cases/README.md](docs/use-cases/README.md).
`repro-fix-loop` is the shortest chat-first story.
5. Use `make smoke-use-cases` as the trustworthy guest-backed verification path
for the advertised workflows.
That is the intended user journey. The terminal commands exist to validate and
debug that chat-host path, not to replace it as the main product story.
## Manual Terminal Workspace Flow
If you want to understand what the agent gets inside the sandbox, or debug a
recipe outside the chat host, use the terminal companion flow below:
```bash
uv tool install pyro-mcp
WORKSPACE_ID="$(pyro workspace create debian:12 --seed-path ./repo --name repro-fix --label issue=123 --id-only)"
pyro workspace list
pyro workspace sync push "$WORKSPACE_ID" ./changes
pyro workspace file read "$WORKSPACE_ID" note.txt --content-only
pyro workspace patch apply "$WORKSPACE_ID" --patch-file fix.patch
pyro workspace exec "$WORKSPACE_ID" -- cat note.txt
pyro workspace snapshot create "$WORKSPACE_ID" checkpoint
pyro workspace reset "$WORKSPACE_ID" --snapshot checkpoint
pyro workspace export "$WORKSPACE_ID" note.txt --output ./note.txt
pyro workspace delete "$WORKSPACE_ID"
```
Add `workspace-full` only when the chat or your manual debugging loop really
needs:
- persistent PTY shells
- long-running services and readiness probes
- guest networking and published ports
- secrets
- stopped-workspace disk inspection
The five recipe docs show when those capabilities are justified:
[docs/use-cases/README.md](docs/use-cases/README.md)
## Official Environments
Current official environments in the shipped catalog:
- `debian:12`
- `debian:12-base`
- `debian:12-build`
The embedded Firecracker runtime ships with the package. Official environments
are pulled as OCI artifacts from public Docker Hub into a local cache on first
use or through `pyro env pull`. End users do not need registry credentials to
pull or run the official environments.
## Contributor Workflow
For work inside this repository:
```bash
make help
make setup
make check
make dist-check
```
Contributor runtime sources live under `runtime_sources/`. The packaged runtime
bundle under `src/pyro_mcp/runtime_bundle/` contains the embedded boot/runtime
assets plus manifest metadata. End-user environment installs pull
OCI-published environments by default. Use
`PYRO_RUNTIME_BUNDLE_DIR=build/runtime_bundle` only when you are explicitly
validating a locally built contributor runtime bundle.
Official environment publication is performed locally against Docker Hub:
```bash
export DOCKERHUB_USERNAME='your-dockerhub-username'
export DOCKERHUB_TOKEN='your-dockerhub-token'
make runtime-materialize
make runtime-publish-official-environments-oci
```
For a local PyPI publish:
```bash
export TWINE_PASSWORD='pypi-...'
make pypi-publish
```