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server: add more tool isolation support (ssh remote + podman rootless) - #26774

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ngxson merged 14 commits into
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ServeurpersoCom:isolate/ssh-and-podman
Aug 10, 2026
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server: add more tool isolation support (ssh remote + podman rootless)#26774
ngxson merged 14 commits into
ggml-org:masterfrom
ServeurpersoCom:isolate/ssh-and-podman

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@ServeurpersoCom ServeurpersoCom commented Aug 8, 2026

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Overview

Two more --tools-runtime backends next to the Docker ones from #26507.

ssh: runs the tools on another machine: a build server holding the codebase, a VM, a spare box. Target is whatever ssh already understands, user@host or an alias from the ssh config, and that is the whole configuration. No credential enters llama.cpp. Key auth only and a trusted host key, since the tools run without a console and a prompt would hang rather than fail. This moves the tools, it does not sandbox them, which is why a dedicated machine is the natural target.

podman: and podman-container: mirror the Docker forms, rootless and daemonless. The attach form is the useful one: the container is declared wherever the admin declares his containers, with his own network, limits and mounts, and llama-server attaches to it by name.

Additional information

Removing upload() and the polymorphic runtime are proposals, not requirements. Say the word and I drop either.

Tested with the attach form and over ssh. I have not tested the spawn form.

./build/bin/llama-gen-docs some update not from this PR

Plus a security hardening pass

Follow-up #26507

Requirements

@ServeurpersoCom
ServeurpersoCom requested review from a team, ggerganov and ngxson as code owners August 8, 2026 18:18
@github-actions github-actions Bot added documentation Improvements or additions to documentation server labels Aug 8, 2026
@ServeurpersoCom ServeurpersoCom changed the title Isolate/ssh and podman server: add more tool isolation support (ssh remote + podman rootless) Aug 8, 2026
Comment thread tools/server/README.md Outdated
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I rebase on top of #26826 to fix Windows CI

ServeurpersoCom and others added 13 commits August 10, 2026 10:25
--tools-runtime ssh:<target> runs the built-in tools on a remote host,
where target is whatever ssh already resolves, a user@host or a config
alias, so no credentials live in llama.cpp.

Only build_argv and upload differ from the docker transport: the remote
shell re-parses the command line, so the argv travels through
shell_quote_join, and files go over scp with the same quoting on the
remote path. Authentication is key-based and the host key must already
be trusted, since the tools run without a console and any prompt would
hang them.

The target is validated before use. The spec can reach us from the
x-tool-runtime header, and a leading dash would turn it into an ssh
option, which is enough to run a command back on the host.

Nothing is created and nothing is reclaimed, so an ssh spec goes
straight to the tool call instead of through the container runtime.

Note that this is remoting rather than isolation: the tools can do
whatever the target account can do, and the isolation is whatever runs
them on the far side.
docker and podman expose the same run, exec, cp and inspect verbs with the
same argument order, so a single implementation drives both and the engine
is carried by the spec prefix: podman:<image> and podman-container:<id> sit
next to the docker forms.

tools_io_docker becomes tools_io_container and the runtime spawner becomes
server_tools_container_runtime, both holding the client binary chosen at
parse time. A single parse_container_runtime() resolves every spec, so
adding another engine is one string in the table.

make_tools_io() now rejects the spawning forms. The spec also reaches it
from the x-tool-runtime header, which is client controlled, and only the
runtime that owns a container is allowed to create one: a tool call can
attach to a running container, nothing more.
A server_tools_runtime base with one virtual spec() replaces the
container runtime and the bare spec string that ssh needed next to it,
so server_tools is back to a single pointer and neither setup nor the
handler tests which of the two is set.

write_file used to spill its content into a temporary file on the host
and copy it in, because run_subprocess had no way to feed a child. It
now takes an optional stdin payload and creates the parent directory
and the file in a single round trip through a shell in the isolate.

That removes the upload virtual and both implementations: no more
container cp or scp, no second binary on the host, no sftp subsystem on
the target, no predictable temporary in a shared tmp, and none of the
content reaching an argv the remote shell re-parses. It also fixes
write_file over ssh, which never worked: scp speaks sftp and takes the
remote path literally, so quoting it kept the quotes in the file name.

Writing the payload before reading the output relies on the child
draining stdin as it goes, which holds for cat, its only user today.
…tall

Validate the container id from x-tool-runtime and --tools-runtime the
same way the ssh target already is, so an id shaped like an option
(docker-container:--privileged) is rejected before it reaches the
engine's exec command line instead of running against a hardened
container. Feed the child's stdin after the watchdog is armed, so a
transport that stalls mid-write is terminated at the deadline rather
than blocking the request forever.

Cover both guards and fix the unknown-scheme test, which used ssh: as
its example and now names a real runtime.
Follow-up ggml-org#26507. The container runtime drives docker and podman
through one implementation, so parametrize the availability helper,
the container fixture and the attach test on the engine, and cover
both engine prefixes in the container id injection test. Each engine
skips on its own when it is not installed.

The spawn cleanup test stays docker only: it recovers the spawned id
from the container hostname, which docker sets to the short id and
podman rootless does not guarantee. Podman keeps its coverage through
the attach path.
Follow-up ggml-org#26507. create() writes over the handle it is given, so a
respawn after the container died on its own leaked the pipes and the
process handle of the previous one.
The stdout pipe is read with read() instead of fgets(), so a chunk
can hold any byte, including NUL, and still streams as soon as data
is available. Past the size cap the pipe keeps draining so the child
never blocks on a full pipe. Both pipe fds are forced to binary mode
on Windows, where the CRT defaults them to text mode and translates
line endings in both directions. Stdin is now always closed after
the feed: the child reads a deterministic EOF, and the Windows
docker and ssh clients stop outliving their command on a stdin pipe
that never closes.

The attach form of --tools-runtime has no lifecycle to own, so it
becomes a static target validated once at startup. This removes the
 subprocess that ran on every tool call and
serialized calls behind a mutex; a stopped container now surfaces
the engine's own error at exec time.

The cidfile path is passed as UTF-8, matching the encoding the
subprocess layer expects for the CreateProcessW command line, so
the spawn form works from a non-ASCII Windows profile.

The SIGPIPE note in server.cpp now names the tools runtime children
as well as the MCP ones.
@ngxson
ngxson merged commit 4ae84de into ggml-org:master Aug 10, 2026
29 of 34 checks passed
huaxel pushed a commit to huaxel/CachyLLama that referenced this pull request Aug 12, 2026
ggml-org#26774)

* server: add an ssh transport to the tools runtime

--tools-runtime ssh:<target> runs the built-in tools on a remote host,
where target is whatever ssh already resolves, a user@host or a config
alias, so no credentials live in llama.cpp.

Only build_argv and upload differ from the docker transport: the remote
shell re-parses the command line, so the argv travels through
shell_quote_join, and files go over scp with the same quoting on the
remote path. Authentication is key-based and the host key must already
be trusted, since the tools run without a console and any prompt would
hang them.

The target is validated before use. The spec can reach us from the
x-tool-runtime header, and a leading dash would turn it into an ssh
option, which is enough to run a command back on the host.

Nothing is created and nothing is reclaimed, so an ssh spec goes
straight to the tool call instead of through the container runtime.

Note that this is remoting rather than isolation: the tools can do
whatever the target account can do, and the isolation is whatever runs
them on the far side.

* server: support podman in the tools runtime

docker and podman expose the same run, exec, cp and inspect verbs with the
same argument order, so a single implementation drives both and the engine
is carried by the spec prefix: podman:<image> and podman-container:<id> sit
next to the docker forms.

tools_io_docker becomes tools_io_container and the runtime spawner becomes
server_tools_container_runtime, both holding the client binary chosen at
parse time. A single parse_container_runtime() resolves every spec, so
adding another engine is one string in the table.

make_tools_io() now rejects the spawning forms. The spec also reaches it
from the x-tool-runtime header, which is client controlled, and only the
runtime that owns a container is allowed to create one: a tool call can
attach to a running container, nothing more.

* ./build/bin/llama-gen-docs

* server: simplify the tools runtime and drop the file copy step

A server_tools_runtime base with one virtual spec() replaces the
container runtime and the bare spec string that ssh needed next to it,
so server_tools is back to a single pointer and neither setup nor the
handler tests which of the two is set.

write_file used to spill its content into a temporary file on the host
and copy it in, because run_subprocess had no way to feed a child. It
now takes an optional stdin payload and creates the parent directory
and the file in a single round trip through a shell in the isolate.

That removes the upload virtual and both implementations: no more
container cp or scp, no second binary on the host, no sftp subsystem on
the target, no predictable temporary in a shared tmp, and none of the
content reaching an argv the remote shell re-parses. It also fixes
write_file over ssh, which never worked: scp speaks sftp and takes the
remote path literally, so quoting it kept the quotes in the file name.

Writing the payload before reading the output relies on the child
draining stdin as it goes, which holds for cat, its only user today.

* ./build/bin/llama-gen-docs

* server: harden the tools runtime against argv injection and a stdin stall

Validate the container id from x-tool-runtime and --tools-runtime the
same way the ssh target already is, so an id shaped like an option
(docker-container:--privileged) is rejected before it reaches the
engine's exec command line instead of running against a hardened
container. Feed the child's stdin after the watchdog is armed, so a
transport that stalls mid-write is terminated at the deadline rather
than blocking the request forever.

Cover both guards and fix the unknown-scheme test, which used ssh: as
its example and now names a real runtime.

* tests: exercise the tools runtime tests on podman as well as docker

Follow-up ggml-org#26507. The container runtime drives docker and podman
through one implementation, so parametrize the availability helper,
the container fixture and the attach test on the engine, and cover
both engine prefixes in the container id injection test. Each engine
skips on its own when it is not installed.

The spawn cleanup test stays docker only: it recovers the spawned id
from the container hostname, which docker sets to the short id and
podman rootless does not guarantee. Podman keeps its coverage through
the attach path.

* server: release the container handle before respawning

Follow-up ggml-org#26507. create() writes over the handle it is given, so a
respawn after the container died on its own leaked the pipes and the
process handle of the previous one.

* server: trim the tools runtime comments

* server: read tool output as raw bytes and harden the runtime on Windows

The stdout pipe is read with read() instead of fgets(), so a chunk
can hold any byte, including NUL, and still streams as soon as data
is available. Past the size cap the pipe keeps draining so the child
never blocks on a full pipe. Both pipe fds are forced to binary mode
on Windows, where the CRT defaults them to text mode and translates
line endings in both directions. Stdin is now always closed after
the feed: the child reads a deterministic EOF, and the Windows
docker and ssh clients stop outliving their command on a stdin pipe
that never closes.

The attach form of --tools-runtime has no lifecycle to own, so it
becomes a static target validated once at startup. This removes the
 subprocess that ran on every tool call and
serialized calls behind a mutex; a stopped container now surfaces
the engine's own error at exec time.

The cidfile path is passed as UTF-8, matching the encoding the
subprocess layer expects for the CreateProcessW command line, so
the spawn form works from a non-ASCII Windows profile.

The SIGPIPE note in server.cpp now names the tools runtime children
as well as the MCP ones.

* clean up comments

* less pollute global scope

* nits

* tests: name the container image after both engines

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
brittlewis12 pushed a commit to brittlewis12/llama.cpp that referenced this pull request Aug 17, 2026
ggml-org#26774)

* server: add an ssh transport to the tools runtime

--tools-runtime ssh:<target> runs the built-in tools on a remote host,
where target is whatever ssh already resolves, a user@host or a config
alias, so no credentials live in llama.cpp.

Only build_argv and upload differ from the docker transport: the remote
shell re-parses the command line, so the argv travels through
shell_quote_join, and files go over scp with the same quoting on the
remote path. Authentication is key-based and the host key must already
be trusted, since the tools run without a console and any prompt would
hang them.

The target is validated before use. The spec can reach us from the
x-tool-runtime header, and a leading dash would turn it into an ssh
option, which is enough to run a command back on the host.

Nothing is created and nothing is reclaimed, so an ssh spec goes
straight to the tool call instead of through the container runtime.

Note that this is remoting rather than isolation: the tools can do
whatever the target account can do, and the isolation is whatever runs
them on the far side.

* server: support podman in the tools runtime

docker and podman expose the same run, exec, cp and inspect verbs with the
same argument order, so a single implementation drives both and the engine
is carried by the spec prefix: podman:<image> and podman-container:<id> sit
next to the docker forms.

tools_io_docker becomes tools_io_container and the runtime spawner becomes
server_tools_container_runtime, both holding the client binary chosen at
parse time. A single parse_container_runtime() resolves every spec, so
adding another engine is one string in the table.

make_tools_io() now rejects the spawning forms. The spec also reaches it
from the x-tool-runtime header, which is client controlled, and only the
runtime that owns a container is allowed to create one: a tool call can
attach to a running container, nothing more.

* ./build/bin/llama-gen-docs

* server: simplify the tools runtime and drop the file copy step

A server_tools_runtime base with one virtual spec() replaces the
container runtime and the bare spec string that ssh needed next to it,
so server_tools is back to a single pointer and neither setup nor the
handler tests which of the two is set.

write_file used to spill its content into a temporary file on the host
and copy it in, because run_subprocess had no way to feed a child. It
now takes an optional stdin payload and creates the parent directory
and the file in a single round trip through a shell in the isolate.

That removes the upload virtual and both implementations: no more
container cp or scp, no second binary on the host, no sftp subsystem on
the target, no predictable temporary in a shared tmp, and none of the
content reaching an argv the remote shell re-parses. It also fixes
write_file over ssh, which never worked: scp speaks sftp and takes the
remote path literally, so quoting it kept the quotes in the file name.

Writing the payload before reading the output relies on the child
draining stdin as it goes, which holds for cat, its only user today.

* ./build/bin/llama-gen-docs

* server: harden the tools runtime against argv injection and a stdin stall

Validate the container id from x-tool-runtime and --tools-runtime the
same way the ssh target already is, so an id shaped like an option
(docker-container:--privileged) is rejected before it reaches the
engine's exec command line instead of running against a hardened
container. Feed the child's stdin after the watchdog is armed, so a
transport that stalls mid-write is terminated at the deadline rather
than blocking the request forever.

Cover both guards and fix the unknown-scheme test, which used ssh: as
its example and now names a real runtime.

* tests: exercise the tools runtime tests on podman as well as docker

Follow-up ggml-org#26507. The container runtime drives docker and podman
through one implementation, so parametrize the availability helper,
the container fixture and the attach test on the engine, and cover
both engine prefixes in the container id injection test. Each engine
skips on its own when it is not installed.

The spawn cleanup test stays docker only: it recovers the spawned id
from the container hostname, which docker sets to the short id and
podman rootless does not guarantee. Podman keeps its coverage through
the attach path.

* server: release the container handle before respawning

Follow-up ggml-org#26507. create() writes over the handle it is given, so a
respawn after the container died on its own leaked the pipes and the
process handle of the previous one.

* server: trim the tools runtime comments

* server: read tool output as raw bytes and harden the runtime on Windows

The stdout pipe is read with read() instead of fgets(), so a chunk
can hold any byte, including NUL, and still streams as soon as data
is available. Past the size cap the pipe keeps draining so the child
never blocks on a full pipe. Both pipe fds are forced to binary mode
on Windows, where the CRT defaults them to text mode and translates
line endings in both directions. Stdin is now always closed after
the feed: the child reads a deterministic EOF, and the Windows
docker and ssh clients stop outliving their command on a stdin pipe
that never closes.

The attach form of --tools-runtime has no lifecycle to own, so it
becomes a static target validated once at startup. This removes the
 subprocess that ran on every tool call and
serialized calls behind a mutex; a stopped container now surfaces
the engine's own error at exec time.

The cidfile path is passed as UTF-8, matching the encoding the
subprocess layer expects for the CreateProcessW command line, so
the spawn form works from a non-ASCII Windows profile.

The SIGPIPE note in server.cpp now names the tools runtime children
as well as the MCP ones.

* clean up comments

* less pollute global scope

* nits

* tests: name the container image after both engines

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
@farhi

farhi commented Aug 18, 2026

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This work is amazing ! Thanks.

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