MCP Observatory
2m ago Tracked 59,469 Last 2m ago 24h 2,466
github Python analyzed 22072fd

agentscope-ai/agentscope-runtime

github

A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.

maintainer
agentscope-ai
licence
Apache-2.0
first seen
2026-06-01
last seen
2026-06-04
releases · 30d
0
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 0 tools
transport stdio · http counts 0 tools · 0 res · 0 prompts permission surface via code analysis

No tools enumerated yet for this server.

skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 22072fd · analyzer v33 · 2w ago

skills & prompt files 1

danger signals4

code evidence vv1.1.6.post2 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 418

filesystem 52

  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/examples/integrations/langgraph/my_tools.py :7 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/examples/sandbox/agentbay_sandbox/agentbay_sandbox_demo.py :11 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/examples/sandbox/agentbay_sandbox/agentscope_use_agentbay_sandbox.py :11 from pathlib import Path
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/cli/commands/deploy.py :170 with open(config_path, "r", encoding="utf-8") as f:
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/cli/loaders/agent_loader.py :9 from pathlib import Path
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/agentrun_deployer.py :11 from pathlib import Path
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/cli_fc_deploy.py :4 from pathlib import Path
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/fc_deployer.py :11 from pathlib import Path
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/modelstudio_deployer.py :11 from pathlib import Path
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/pai_deployer.py :17 from pathlib import Path
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/state/manager.py :6 import shutil
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/build_cache.py :14 import shutil
show 28 more
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/detached_app.py :11 import shutil
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/docker_image_utils/dockerfile_generator.py :188 with open(dockerfile_path, "w", encoding="utf-8") as f:
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/docker_image_utils/image_factory.py :107 with open(requirements, "r", encoding="utf-8") as f:
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/k8s_utils.py :80 with open(kubeconfig_path, "r", encoding="utf-8") as f:
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/package.py :18 import shutil
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/service_utils/process_manager.py :68 log_f = open(temp_log_file, "w", encoding="utf-8")
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/wheel_packager.py :19 import shutil
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/shared/routers/mcp.py :190 with open(mcp_server_configs_path, "r", encoding="utf-8") as file:
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/shared/routers/mcp_utils.py :5 import shutil
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/shared/routers/workspace.py :3 import shutil
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/training_box/env_service.py :21 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/training_box/environments/bfcl/bfcl_dataprocess.py :27 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/training_box/environments/bfcl/bfcl_env.py :21 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/training_box/environments/bfcl/env_handler.py :7 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/build.py :368 os.remove(redroid_tar_path)
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/client/workspace_mixin.py :284 with open(local_path, "rb") as f:
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/manager/storage/local_storage.py :3 import shutil
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/manager/storage/oss_storage.py :11 with open(file_path, "rb") as f:
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/manager/workspace_mixin.py :396 with open(local_path, "rb") as f:
  • fs agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/realtime_clients/azure_tts_client.py :127 connection.open(True)
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_agentrun_deployer.py :3 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_build_cache.py :6 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_docker_image_utils.py :6 import shutil
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_fc_deployer.py :3 from pathlib import Path
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_knative_deployer.py :7 import shutil
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_kruise_deployer.py :7 import shutil
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_kubernetes_deployer.py :7 import shutil
  • fs (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_modelstudio_deployer.py :3 from pathlib import Path

12 more not shown — this panel samples each group; the count above is the real total.

shell / exec 10

  • shell agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/app/agent_app.py :9 import subprocess
  • shell agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/agentrun_deployer.py :756 import subprocess
  • shell agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/fc_deployer.py :1095 import subprocess
  • shell agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/detached_app.py :418 import subprocess
  • shell agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/docker_image_utils/docker_image_builder.py :7 import subprocess
  • shell agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/service_utils/process_manager.py :6 import subprocess
  • shell agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/wheel_packager.py :20 import subprocess
  • shell (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/mobile/box/host_checker.py :3 import subprocess
  • shell (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/build.py :7 import subprocess
  • shell (weak) agentscope-ai-agentscope-runtime-22072fd/tests/sandbox/test_sandbox.py :6 import subprocess

network 49

  • net (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/k8s_deploy/app_deploy_to_k8s.py :226 import aiohttp
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/kruise_deploy/app_deploy_to_kruise.py :225 import aiohttp
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/examples/integrations/langgraph/my_tools.py :14 import requests
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/adapters/agentscope/message.py :8 from urllib.parse import urlparse
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/adapters/agentscope/stream.py :8 from urllib.parse import urlparse
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/cli/commands/chat.py :16 from urllib.parse import urljoin
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/common/container_clients/agentrun_client.py :8 from urllib.parse import urlparse
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/common/container_clients/boxlite_client.py :5 import socket
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/common/container_clients/docker_client.py :4 import socket
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/common/container_clients/fc_client.py :11 from urllib.parse import urlparse
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/adapter/a2a/a2a_protocol_adapter.py :12 from urllib.parse import urljoin
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/local_deployer.py :7 import socket
show 28 more
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/modelstudio_deployer.py :14 import requests
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/pai_deployer.py :117 from urllib.parse import quote
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/net_utils.py :5 import socket
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/oss_utils.py :4 from urllib import parse
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/service_utils/process_manager.py :316 import socket
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/helpers/agent_api_client.py :11 import httpx
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/browser/browser_sandbox.py :4 from urllib.parse import urlparse, urlunparse
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/gui/gui_sandbox.py :6 from urllib.parse import urljoin, urlencode
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/mobile/mobile_sandbox.py :4 from urllib.parse import urlencode, urljoin
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/build.py :6 import socket
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/client/async_http_client.py :7 import httpx
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/client/base.py :3 from urllib.parse import urljoin
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/client/http_client.py :7 import requests
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/client/training_client.py :9 import requests
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/client/workspace_mixin.py :26 httpx.AsyncClient.
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/manager/sandbox_manager.py :18 import requests
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/manager/server/app.py :9 import httpx
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/manager/workspace_mixin.py :414 - httpx_client: httpx.AsyncClient
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/utils.py :6 from urllib.parse import urlparse, urlunparse
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/RAGs/modelstudio_rag.py :7 import aiohttp
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/RAGs/modelstudio_rag_lite.py :5 import aiohttp
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/generations/speech_to_text.py :12 import requests
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/modelstudio_memory/base.py :9 import aiohttp
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/searches/modelstudio_search.py :17 import aiohttp
  • net agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/searches/modelstudio_search_lite.py :8 import aiohttp
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_local_deployer.py :7 import requests
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_local_deployer_context.py :8 import requests
  • net (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_pai_deployer.py :13 from urllib.parse import urljoin

9 more not shown — this panel samples each group; the count above is the real total.

secrets 54

  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/agentrun_deploy/app_deploy_to_agentrun.py :58 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/daemon_local_deploy/app_deploy.py :56 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/detached_local_deploy/app_agent.py :55 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/fc_deploy/app_deploy_to_fc.py :58 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/k8s_deploy/app_deploy_to_k8s.py :58 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/knative_deploy/app_deploy_to_knative.py :57 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/kruise_deploy/app_deploy_to_kruise.py :53 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/modelstudio_deploy/app_deploy_to_modelstudio.py :58 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/deployments/pai_deploy/my_agent/agent.py :86 api_key=os.getenv("DASHSCOPE_API_KEY", "your-dashscope-api-key"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/integrations/ag-ui/agent.py :119 api_key=os.getenv("DASHSCOPE_API_KEY", "your-dashscope-api-key"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/integrations/langgraph/my_tools.py :214 api_key = os.environ.get("IQS_API_KEY")
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/integrations/langgraph/run_langgraph_agent.py :74 api_key=os.environ.get("DASHSCOPE_API_KEY"),
show 28 more
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/integrations/langgraph/run_langgraph_llm.py :53 api_key=os.environ.get("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/examples/interrupt/interrupt_and_restore_example.py :86 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/agentrun_deployer.py :241 os.environ.get("ALIBABA_CLOUD_ACCESS_KEY_SECRET"),
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/fc_deployer.py :222 os.environ.get("ALIBABA_CLOUD_ACCESS_KEY_SECRET"),
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/modelstudio_deployer.py :70 os.environ.get("ALIBABA_CLOUD_ACCESS_KEY_SECRET"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/agentbay/agentbay_sandbox.py :68 self.api_key = api_key or os.getenv("AGENTBAY_API_KEY") or bearer_token
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/shared/dependencies/deps.py :7 SECRET_TOKEN = os.getenv("SECRET_TOKEN", "secret_token123")
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/training_box/training_box.py :254 "OPENAI_API_KEY": os.environ.get("OPENAI_API_KEY", ""),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/custom/custom_sandbox.py :22 "TAVILY_API_KEY": os.getenv("TAVILY_API_KEY", ""),
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/_constants.py :16 DASHSCOPE_API_KEY = os.getenv("DASHSCOPE_API_KEY")
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/alipay/base.py :57 ALIPAY_PRIVATE_KEY = os.getenv("ALIPAY_PRIVATE_KEY", "")
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/modelstudio_memory/config.py :46 api_key = os.getenv("DASHSCOPE_API_KEY")
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/realtime_clients/azure_asr_client.py :50 subscription=config.key if config.key else os.getenv("AZURE_KEY"),
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/realtime_clients/azure_tts_client.py :68 subscription=config.key if config.key else os.getenv("AZURE_KEY"),
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/searches/modelstudio_search.py :166 + os.getenv("DASHSCOPE_API_KEY", dashscope.api_key),
  • secrets agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/tools/searches/modelstudio_search_lite.py :27 DASHSCOPE_API_KEY = os.getenv("DASHSCOPE_API_KEY", None)
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/assets/agent_for_test.py :73 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_local_deployer_a2a.py :70 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_local_deployer_context.py :118 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_local_deployer_responses_api.py :68 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/deploy/test_pai_deployer.py :52 api_key = os.getenv("DASHSCOPE_API_KEY", "")
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/integrated/test_agent_app.py :59 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/integrated/test_agno_agent_app.py :50 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/integrated/test_agui_integration.py :101 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/integrated/test_bailian_fc_deploy/custom_defined_app/app.py :28 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/integrated/test_langgraph_agent_app.py :47 api_key=os.environ.get("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/integrated/test_runner_stream_agentscope.py :67 api_key=os.getenv("DASHSCOPE_API_KEY"),
  • secrets (weak) agentscope-ai-agentscope-runtime-22072fd/tests/integrated/test_runner_stream_agentscope_thinking.py :67 api_key=os.getenv("DASHSCOPE_API_KEY"),

14 more not shown — this panel samples each group; the count above is the real total.

database 6

  • db agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/common/container_clients/boxlite_client.py :52 import redis
  • db agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/common/container_clients/docker_client.py :26 import redis
  • db agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/common/container_clients/utils.py :20 import redis
  • db agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/service_utils/interrupt/redis_backend.py :3 import redis.asyncio as redis
  • db (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/manager/heartbeat_mixin.py :10 from redis.exceptions import ResponseError
  • db (weak) agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/manager/sandbox_manager.py :206 import redis

declared dependencies 64

  • mcp@>=1.13
  • fastapi@>=0.104.0
  • uvicorn@>=0.24.0
  • openai@*
  • pydantic@>=2.11.7
  • requests@>=2.32.4
  • agentscope@>=1.0.14
  • docker@>=7.1.0
  • redis@>=6.0.0
  • oss2@>=2.19.1
  • pydantic-settings@>=2.9.1
  • python-dotenv@>=1.0.1
show 28 more
  • kubernetes@>=33.1.0
  • shortuuid@>=1.0.13
  • celery@>=5.3.1
  • a2a-sdk@>=0.3.0,<1.0.0
  • jinja2@*
  • psutil@*
  • dashscope@>=1.25.0
  • jsonref@*
  • asgiref@*
  • click@>=8.0.0
  • rich@>=13.0.0
  • ag-ui-protocol@>=0.1.10
  • pytest@>=8.3.5
  • pytest-asyncio@>=0.23.0
  • pre-commit@>=4.2.0
  • jupyter-book@>=1.0.4.post1,<2.0.0
  • furo@>=2025.7.19
  • pytest-cov@>=6.2.1
  • fakeredis@>=2.31.0
  • sphinx-autoapi@>=3.6.0
  • pytest-mock@>=3.15.1
  • sphinxcontrib-mermaid@>=1.2.3
  • aiohttp@>=3.9.0
  • langchain@>=1.1.3
  • langchain_openai@>=1.0.1
  • langgraph@>=1.0.4
  • autogen-agentchat@>=0.7.0
  • reme-ai@>=0.2.0.2

24 more not shown — this panel samples each group; the count above is the real total.

transport_posture 2

  • network-listening, binds all interfaces, no auth detected agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/engine/deployers/utils/wheel_packager.py :324 HOST: "0.0.0.0"
  • network-listening, binds all interfaces, no auth detected agentscope-ai-agentscope-runtime-22072fd/src/agentscope_runtime/sandbox/box/shared/app.py :45 uvicorn.run(app, host="0.0.0.0", port=8000, workers=1)