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execkit

Stateful, structured, safe command execution for AI agents - over local shells, SSH, and Docker.

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Early `0.x` release - not production-ready. See Limitations.

execkit gives an AI agent a persistent session on a machine - a local shell, an SSH host, or a Docker container - and returns a structured result for every command. Crucially, it treats the agent itself as untrusted: every command passes a policy fence, output is scrubbed of secrets, and flooding output is bounded. Use it as an embeddable Rust library or as an MCP server any agent can drive.

Why

Letting an autonomous agent run shell commands is useful but risky: built-in agent shells are local-only with no guardrails, managed sandboxes lock you in, and raw SSH is stateless-per-command with no notion of "is this command allowed?"

The agent is the adversary. The LLM driving execkit can be prompt-injected by anything it reads, so execkit contains its own caller: a command passes the policy fence before it runs, secrets are redacted before output returns, and a changed SSH host key fails loudly instead of reconnecting into a MITM.

flowchart LR
    A([AI agent]) -->|command| F{policy fence}
    F -->|blocked| X([rejected, never runs])
    F -->|allowed| T[transport: local / SSH / Docker]
    T --> O[raw output]
    O --> R[redact secrets, bound output]
    R --> E([structured ExecResult])
    E -.-> A

Use it from an agent (MCP)

Install the server - no Rust toolchain needed:

# pip (the server binary ships as a wheel):
pip install execkit-mcp

# ...or a prebuilt binary (Linux/macOS, x86_64 + arm64):
curl --proto '=https' --tlsv1.2 -LsSf https://github.com/blinkingbit-oss/execkit/releases/latest/download/execkit-mcp-installer.sh | sh

# ...or with cargo:
cargo install execkit-mcp

Point your MCP client at it (claude mcp add execkit -- execkit-mcp, or a config block):

{ "mcpServers": { "execkit": { "command": "execkit-mcp" } } }

The agent gets session_create (local, ssh, or docker) -> session_exec -> session_destroy, plus session_checkpoint/session_restore for remote undo. session_exec returns a structured ExecResult (split stdout/stderr, exit code, cwd), already secret-redacted and bounded.

State persists across calls, and every result is parsed - not scraped from a terminal:

// session_exec {"command": "cd /app && npm ci"}   -> { "exit_code": 0, "cwd": "/app" }
// session_exec {"command": "npm run build"}        // cwd is still /app
//   -> { "stderr": "Error: Cannot find module 'webpack'",
//        "exit_code": 1, "duration_ms": 3420, "cwd": "/app", "truncated": false }

See crates/execkit-mcp/README.md for the operator security settings (host-key verification, key dir, audit, session limits).

Use it as a library

[dependencies]
execkit = "0.6"                                           # local + SSH + Docker
# execkit = { version = "0.6", default-features = false }  # local + Docker only (no SSH; no russh/tokio)

use execkit::{Policy, Session};

fn main() -> Result<(), execkit::Error> {
    let mut s = Session::local()?
        .with_policy(Policy { allow: vec![], deny: vec!["rm".into()] });

    let r = s.exec("echo hi; echo err 1>&2; cd /tmp")?;
    // r.stdout == "hi"  r.stderr == "err"  r.exit_code == 0  r.cwd == "/tmp"
    println!("{} (exit {})", r.stdout, r.exit_code);
    Ok(())
}

Runnable examples: cargo run --example local, EXECKIT_SSH="user:password@host:22" cargo run --example ssh, and EXECKIT_DOCKER=<container> cargo run --example docker.

Python

The same sessions from Python - pip install execkit (native bindings, no Rust toolchain needed):

from execkit import Session, Policy

with Session.local(policy=Policy(deny=["rm"]), timeout=30.0) as s:
    r = s.exec("cd /app && npm ci")
    print(r.stdout, r.exit_code, r.cwd)

See crates/execkit-py/README.md.

What you get

• Persistent, stateful sessions - cd/env/state persist across commands, over

local PTY, SSH, or Docker.

• Structured `ExecResult` - split stdout/stderr, exit code, duration, cwd.
• Safe by construction - advisory command policy, secret redaction, bounded

(anti-flood) output, SSH host-key verification.

• One small API, every transport - the same ExecResult regardless of transport.
• Embeddable, never a service - cargo add, in your process; no daemon, no vendor.
• Undo for agent actions - on remote sessions, snapshot the workspace and

restore files if a command goes wrong (requires git on the remote and an explicit workspace; files only, not side effects).

• Output budgets - shape any command's output so huge logs do not blow the

agent's context: tail/head/head+tail by line, a grep filter with context, and a char cap. Per-call or a session default; the result reports what was kept.

Limitations

An early library - today:

• Not a sandbox. The command policy is an advisory tripwire (string-matching,

bypassable). The load-bearing control is a least-privilege environment - run the agent and SSH user with minimal rights.

• A timed-out command poisons the session - you get a clear error and should

create a new session.

• Unix-only. Local sessions need a POSIX shell (bash); Windows is later.
• Synchronous core - fine for typical agent use; not tuned for thousands of

concurrent sessions.

• SSH `AcceptAny` host-key mode exists for testing, behind an explicit insecure

opt-in - never use it in production.

Found something rough? Open an issue.

Contributing & security

• Contributions: see CONTRIBUTING.md.
• Found a vulnerability? Follow SECURITY.md - please don't open a

public issue for security reports.

License

Apache-2.0 - embed it freely, including commercially. See LICENSE and NOTICE.