Daytona Sandbox Tools

Description

The Daytona sandbox tools give CrewAI agents access to isolated, ephemeral compute environments powered by Daytona. Three tools are available so you can give an agent exactly the capabilities it needs:

DaytonaExecTool — run any shell command inside a sandbox.
DaytonaPythonTool — execute a block of Python source code inside a sandbox.
DaytonaFileTool — read, write, append, list, delete, and inspect files inside a sandbox; also supports move, find (content grep), search (filename glob), chmod (permissions), replace (bulk find-and-replace), and exists.

All three tools share the same sandbox lifecycle controls, so you can mix and match them while keeping state in a single persistent sandbox.

Installation

uv add "crewai-tools[daytona]"
# or
pip install "crewai-tools[daytona]"

Set your API key:

export DAYTONA_API_KEY="your-api-key"

DAYTONA_API_URL and DAYTONA_TARGET are also respected if set.

Sandbox Lifecycle

All three tools inherit lifecycle controls from DaytonaBaseTool:

Mode	How to enable	Sandbox created	Sandbox deleted
Ephemeral (default)	`persistent=False` (default)	On every `_run` call	At the end of that same call
Persistent	`persistent=True`	Lazily on first use	At process exit (via `atexit`), or manually via `tool.close()`
Attach	`sandbox_id="<id>"`	Never — attaches to an existing sandbox	Never — the tool will not delete a sandbox it did not create

Ephemeral mode is the safe default: nothing leaks if the agent forgets to clean up. Use persistent mode when you want filesystem state or installed packages to carry across multiple tool calls — this is typical when pairing DaytonaFileTool with DaytonaExecTool.

Examples

One-shot Python execution (ephemeral)

Code

from crewai_tools import DaytonaPythonTool

tool = DaytonaPythonTool()
result = tool.run(code="print(sum(range(10)))")
print(result)
# {"exit_code": 0, "result": "45\n", "artifacts": ExecutionArtifacts(stdout="45\n", charts=[])}

Multi-step shell session (persistent)

Code

from crewai_tools import DaytonaExecTool, DaytonaFileTool

# Create the persistent sandbox via the first tool, then attach the second
# tool to it so both share state (installed packages, files, env vars).
exec_tool = DaytonaExecTool(persistent=True)
exec_tool.run(command="pip install httpx -q")
file_tool = DaytonaFileTool(sandbox_id=exec_tool.active_sandbox_id)

file_tool.run(
    action="write",
    path="workspace/script.py",
    content="import httpx; print(f'httpx loaded, version {httpx.__version__}')",
)
exec_tool.run(command="python workspace/script.py")

By default, each tool with persistent=True lazily creates its own sandbox on first use. The pattern above shares a single sandbox across multiple tools by reading the first tool’s active_sandbox_id after a .run() call and passing it to the others via sandbox_id=.... With persistent=False (the default), every .run() call gets a fresh sandbox that’s deleted at the end of that call.

Attach to an existing sandbox

Code

from crewai_tools import DaytonaExecTool

tool = DaytonaExecTool(sandbox_id="my-long-lived-sandbox")
result = tool.run(command="ls workspace")

Custom sandbox parameters

Pass Daytona’s CreateSandboxFromSnapshotParams kwargs via create_params:

Code

from crewai_tools import DaytonaExecTool

tool = DaytonaExecTool(
    persistent=True,
    create_params={
        "language": "python",
        "env_vars": {"MY_FLAG": "1"},
        "labels": {"owner": "crewai-agent"},
    },
)

Searching, moving, and modifying files

Code

from crewai_tools import DaytonaFileTool

file_tool = DaytonaFileTool(persistent=True)

# Find every TODO in the source tree (grep file contents recursively)
file_tool.run(action="find", path="workspace/src", pattern="TODO:")

# Find all Python files (glob match on filenames)
file_tool.run(action="search", path="workspace", pattern="*.py")

# Make a script executable
file_tool.run(action="chmod", path="workspace/run.sh", mode="755")

# Rename or move a file
file_tool.run(
    action="move",
    path="workspace/draft.md",
    destination="workspace/final.md",
)

# Bulk find-and-replace across multiple files
file_tool.run(
    action="replace",
    paths=["workspace/src/a.py", "workspace/src/b.py"],
    pattern="old_function",
    replacement="new_function",
)

# Quick existence check before a destructive op
file_tool.run(action="exists", path="workspace/cache.db")

Agent integration

Code

from crewai import Agent, Task, Crew
from crewai_tools import DaytonaExecTool, DaytonaPythonTool, DaytonaFileTool

exec_tool = DaytonaExecTool(persistent=True)
python_tool = DaytonaPythonTool(persistent=True)
file_tool = DaytonaFileTool(persistent=True)

coder = Agent(
    role="Sandbox Engineer",
    goal="Write and run code in an isolated environment",
    backstory="An engineer who uses Daytona sandboxes to safely execute code and manage files.",
    tools=[exec_tool, python_tool, file_tool],
    verbose=True,
)

task = Task(
    description="Write a Python script that prints the first 10 Fibonacci numbers, save it to workspace/fib.py, and run it.",
    expected_output="The first 10 Fibonacci numbers printed to stdout.",
    agent=coder,
)

crew = Crew(agents=[coder], tasks=[task])
result = crew.kickoff()

Parameters

Shared (`DaytonaBaseTool`)

All three tools accept these parameters at initialization:

Parameter	Type	Default	Description
`api_key`	`str \| None`	`$DAYTONA_API_KEY`	Daytona API key. Falls back to the `DAYTONA_API_KEY` env var.
`api_url`	`str \| None`	`$DAYTONA_API_URL`	Daytona API URL override.
`target`	`str \| None`	`$DAYTONA_TARGET`	Daytona target region.
`persistent`	`bool`	`False`	Reuse one sandbox across all calls and delete it at process exit.
`sandbox_id`	`str \| None`	`None`	Attach to an existing sandbox by id or name.
`create_params`	`dict \| None`	`None`	Extra kwargs forwarded to `CreateSandboxFromSnapshotParams` (e.g. `language`, `env_vars`, `labels`).
`sandbox_timeout`	`float`	`60.0`	Timeout in seconds for sandbox create/delete operations.

`DaytonaExecTool`

Parameter	Type	Required	Description
`command`	`str`	✓	Shell command to execute.
`cwd`	`str \| None`		Working directory inside the sandbox.
`env`	`dict[str, str] \| None`		Extra environment variables for this command.
`timeout`	`int \| None`		Maximum seconds to wait for the command.

`DaytonaPythonTool`

Parameter	Type	Required	Description
`code`	`str`	✓	Python source code to execute.
`argv`	`list[str] \| None`		Argument vector forwarded via `CodeRunParams`.
`env`	`dict[str, str] \| None`		Environment variables forwarded via `CodeRunParams`.
`timeout`	`int \| None`		Maximum seconds to wait for execution.

`DaytonaFileTool`

Parameter	Type	Required	Description
`action`	`str`	✓	One of: `read`, `write`, `append`, `list`, `delete`, `mkdir`, `info`, `exists`, `move`, `find`, `search`, `chmod`, `replace`.
`path`	`str \| None`	✓ for all actions except `replace`	Absolute path inside the sandbox.
`content`	`str \| None`	✓ for `append`	Content to write or append.
`binary`	`bool`		If `True`, `content` is base64 on write; returns base64 on read.
`recursive`	`bool`		For `delete`: remove directories recursively.
`mode`	`str \| None`		For `mkdir`: octal permissions for the new directory (defaults to `"0755"`). For `chmod`: octal permissions to apply to the target.
`destination`	`str \| None`	✓ for `move`	Destination path for `move`.
`pattern`	`str \| None`	✓ for `find`, `search`, `replace`	For `find`: substring matched against file CONTENTS. For `search`: glob matched against file NAMES (e.g. `*.py`). For `replace`: text to replace inside files.
`replacement`	`str \| None`	✓ for `replace`	Replacement text for `pattern`.
`paths`	`list[str] \| None`	✓ for `replace`	List of file paths in which to replace text.
`owner`	`str \| None`		For `chmod`: new file owner.
`group`	`str \| None`		For `chmod`: new file group.

For chmod, pass at least one of mode, owner, or group — any field left as None is left unchanged on the target.

For files larger than a few KB, create the file first with action="write" and empty content, then send the body via multiple action="append" calls of ~4 KB each to stay within tool-call payload limits.

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Daytona Sandbox Tools

Daytona Sandbox Tools

Description

Installation

Sandbox Lifecycle

Examples

One-shot Python execution (ephemeral)

Multi-step shell session (persistent)

Attach to an existing sandbox

Custom sandbox parameters

Searching, moving, and modifying files

Agent integration

Parameters

Shared (`DaytonaBaseTool`)

`DaytonaExecTool`

`DaytonaPythonTool`

`DaytonaFileTool`

​Daytona Sandbox Tools

​Description

​Installation

​Sandbox Lifecycle

​Examples

​One-shot Python execution (ephemeral)

​Multi-step shell session (persistent)

​Attach to an existing sandbox

​Custom sandbox parameters

​Searching, moving, and modifying files

​Agent integration

​Parameters

​Shared (DaytonaBaseTool)

​DaytonaExecTool

​DaytonaPythonTool

​DaytonaFileTool

Daytona Sandbox Tools

Description

Installation

Sandbox Lifecycle

Examples

One-shot Python execution (ephemeral)

Multi-step shell session (persistent)

Attach to an existing sandbox

Custom sandbox parameters

Searching, moving, and modifying files

Agent integration

Parameters

Shared (`DaytonaBaseTool`)

`DaytonaExecTool`

`DaytonaPythonTool`

`DaytonaFileTool`