Skip to main content

MCP server for orchestrating multi-subagent code runs with minimized context and patch-only outputs.

Project description

agent-code-squad

Python MCP server that queues code-writing subagents with minimal context packs, isolated git worktrees, and patch-first collection. Heavy work (git worktree add + codex exec start) runs in a background worker to avoid tool-call timeouts.

Quickstart

cd mcp-tools/agent-code-squad
poetry env use python3
poetry install
poetry run agent-code-squad --transport stdio

MCP client config (example)

[mcp_servers.agent-code-squad]
command = "poetry"
args = ["run", "agent-code-squad", "--transport", "stdio"]
cwd = "/Volumes/workspace/dzrlab/k3s-test/mcp-tools/agent-code-squad"

Recommended flow

  1. code_squad_execute: start tasks immediately, wait, collect patches, and verify in one call.
  2. Optional manual flow:
    • code_squad_run: queue tasks and enqueue workers right away.
    • code_squad_tick: optional bounded status refresh (enqueues already-queued tasks if needed).
    • code_squad_status / code_squad_events: poll light status or stream JSONL events.
    • code_squad_collect: write patches + touched-files under run artifacts and return them.
    • code_squad_verify: run compileall/pytest or custom options.commands arrays; results saved under artifacts.
    • code_squad_report: emit run/task summary as report.json and report.md.
    • code_squad_prune: clean up old runs/worktrees by retention policy.
    • code_squad_cancel (optional): cancel a job or all tasks in a run.
    • code_squad_cleanup: drop worktrees and optionally delete run artifacts.

Modify Multiple Modules

When the user request is “modify several modules”, prefer one task per module and enforce boundaries so parallel work stays precise.

  • Put each module under a distinct directory (example: modules/<name>/).
  • Use allow_globs per task to restrict which files a task is allowed to touch.
  • Use deny_globs to protect shared areas (configs, app entrypoints, shared libs) from module tasks.
  • allow_globs / deny_globs are also injected into the subagent prompt as hard rules to reduce scope drift.
  • If allow_globs is set, the worktree attempts a best-effort git sparse-checkout to physically hide non-allowed paths (further reducing context + accidental edits).
  • If scope is violated, code_squad_execute returns status=failed and writes a scope artifact under runs/<run_id>/artifacts/scope/<slug>.json.

Example code_squad_execute input:

{
  "cwd": "/path/to/repo",
  "tasks": [
    {
      "name": "user module",
      "scope_name": "modules/user",
      "allow_globs": ["modules/user/**"],
      "deny_globs": ["shared/**", "config/**", "app/**"],
      "prompt": "Fix bug in user module: ... (patch only)"
    },
    {
      "name": "billing module",
      "scope_name": "modules/billing",
      "allow_globs": ["modules/billing/**"],
      "deny_globs": ["shared/**", "config/**", "app/**"],
      "prompt": "Fix bug in billing module: ... (patch only)"
    }
  ],
  "options": {
    "timeout_seconds": 600,
    "poll_interval": 1.0,
    "cleanup": true,
    "keep_failed": true
  }
}

Auto Context Packs (Optional)

If a task does not provide context_pack, you can enable automatic context packing:

  • options.auto_context_pack: dict with keys glob, max_files, max_snippets, max_total_chars, and optional hints.
  • Query selection per task: task.context_querytask.scope_nametask.name.
  • Context packs are cached under <dispatch_base>/context_packs/ to avoid repeated rg scans.

Change Size Limits (Optional)

To prevent large/low-signal edits:

  • Per-task: task.max_touched_files, task.max_patch_bytes
  • Or defaults: options.max_touched_files, options.max_patch_bytes

If limits are exceeded, scope is marked ok=false and code_squad_execute fails the task.

Cleanup and Retention

code_squad_execute cleans up worktrees by default to avoid accumulating .codex/code-squad/worktrees/*.

  • options.cleanup (default true): remove worktrees after execution
  • options.keep_failed (default true): keep failed and timeout task worktrees for debugging
  • options.cleanup_delete_run_artifacts (default false): also delete run artifacts (use with care)

For periodic cleanup of old runs/worktrees, use code_squad_prune:

  • Defaults: keep last 5 runs, keep successful runs for 3 days, keep failed/timeout runs for 1 day
  • dry_run=true by default; set dry_run=false to actually delete

Logs and Artifacts

Each run writes an index file to make review/debug easier:

  • runs/<run_id>/artifacts/index.json: run/task summary plus expected artifact paths
  • code_squad_execute returns index_path and writes index.json after collect/verify/cleanup
  • code_squad_status returns progress and next_action
  • code_squad_events(include_noise=false) filters out thread/turn/heartbeat noise and command/tool-call items by default

Tools

  • code_squad_capabilities_get: defaults and dispatch paths.
  • code_squad_context_pack: ripgrep-based context pack with snippet/char caps.
  • code_squad_run: queue tasks with per-task model/sandbox/approval/extra_config (auto-enqueues workers).
  • code_squad_execute: run -> wait -> collect -> verify in one call.
  • code_squad_tick: optional bounded worker pump (refresh a few running).
  • code_squad_status: summarize task states with compact last messages.
  • code_squad_events: stream compacted JSONL events per job using cursors (supports noise filtering).
  • code_squad_collect: emit git diffs + touched files per worktree and persist under artifacts.
  • code_squad_verify: run compileall/pytest or custom commands using sys.executable, persisting results.
  • code_squad_report: write report.json/report.md under run artifacts.
  • code_squad_prune: clean up old runs/worktrees by retention policy.
  • code_squad_cancel: cancel a job or whole run (sets state to cancelled).
  • code_squad_cleanup: remove worktrees and (optional) run artifacts under .codex/code-squad/.

Debug output

All tools accept options.debug=true to return a debug block (paths, timings, raw stdout/stderr/events). Default responses stay minimal and omit worktree/run/dispatch paths, trace IDs, PIDs, and full prompts.

For robustness, options is treated as best-effort: non-dict inputs are coerced to {} rather than hard-failing validation.

Paths and defaults

  • Run metadata: <dispatch_base>/runs/<run_id>/run.json.
  • Job artifacts: <dispatch_base>/runs/<run_id>/jobs/<job_id>/{meta.json,stdout.jsonl,stderr.log,last_message.txt}.
  • Worktrees: <repo>/.codex/code-squad/worktrees/<run_id>/<task_slug>.
  • Dispatch base (default): <repo>/.codex/code-squad.
  • Defaults: model gpt-5.1-codex-max, sandbox workspace-write, approval policy never, worker concurrency 2.
  • Override via CLI flags or AGENT_CODE_SQUAD_* env vars:
    • AGENT_CODE_SQUAD_MODEL
    • AGENT_CODE_SQUAD_SANDBOX
    • AGENT_CODE_SQUAD_APPROVAL_POLICY
    • AGENT_CODE_SQUAD_WORKER_CONCURRENCY

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

agent_code_squad-0.1.4.tar.gz (26.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

agent_code_squad-0.1.4-py3-none-any.whl (29.1 kB view details)

Uploaded Python 3

File details

Details for the file agent_code_squad-0.1.4.tar.gz.

File metadata

  • Download URL: agent_code_squad-0.1.4.tar.gz
  • Upload date:
  • Size: 26.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/2.2.1 CPython/3.14.2 Darwin/24.6.0

File hashes

Hashes for agent_code_squad-0.1.4.tar.gz
Algorithm Hash digest
SHA256 1da1e75757bcb36184dddc17b847cb7c26af2d1a712db3ba7eec2d3189c464b6
MD5 438c5fc8eeca06593261329d0c7659a8
BLAKE2b-256 a84c750d9ca08d56a44315fc96701a080f214ba629b52ca227cb8f200d598690

See more details on using hashes here.

File details

Details for the file agent_code_squad-0.1.4-py3-none-any.whl.

File metadata

  • Download URL: agent_code_squad-0.1.4-py3-none-any.whl
  • Upload date:
  • Size: 29.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/2.2.1 CPython/3.14.2 Darwin/24.6.0

File hashes

Hashes for agent_code_squad-0.1.4-py3-none-any.whl
Algorithm Hash digest
SHA256 685a69ea1c44f3781a23e3824faaf4986ceaad603b16e09158e0fed72b9f57ee
MD5 91b6b7e7f1f5334dd99eaf4368a1f146
BLAKE2b-256 5c3c1b4096697da38c41627be457c16f77e14637310cac1a25a603b2678cc97f

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page