MCP Observatory
1m ago Tracked 55,861 Last 1m ago 24h 2,736
github Python analyzed a602346

Ling-ye/AgentStrata

github

Declarative runtime, operations, and evaluation platform for multi-channel AI agents

maintainer
Ling-ye
licence
MIT
first seen
2026-08-03
last seen
2026-08-03
releases · 30d
0
short id

Drift inferred · capture-to-capture

  1. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  2. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  3. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  4. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  5. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  6. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  7. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  8. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  9. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  10. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  11. HIGH code analysis flagged dynamic code execution ×2 in Ling-ye/AgentStrata
  12. HIGH code analysis flagged dynamic code execution in Ling-ye/AgentStrata
  13. HIGH code analysis flagged committed secret, dynamic code execution in Ling-ye/AgentStrata
  14. HIGH code analysis flagged committed secret, dynamic code execution in Ling-ye/AgentStrata
capabilities 0 tools
transport stdio · streamable-http · 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 a602346 · analyzer v33 · 1d ago

skills & prompt files 18

danger signals4

code evidence vHEAD · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 870

filesystem 341

  • fs Ling-ye-AgentStrata-a602346/console/backend/app.py :3 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/backend/routes/bots.py :4 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/bootstrap.py :6 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/catalog.py :10 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/cli.py :18 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/diagnostics.py :9 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/discovery.py :10 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/gateway_observability.py :4 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/instances.py :10 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/inventory.py :10 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/observability.py :13 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/console/control/operations.py :19 from pathlib import Path
show 28 more
  • fs Ling-ye-AgentStrata-a602346/console/control/yaml_editor.py :8 import shutil
  • fs Ling-ye-AgentStrata-a602346/console/control/yaml_io.py :4 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/deploy/docker/desired_state.py :11 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/deploy/wsl/_smoke_mcp.py :7 from pathlib import Path
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/build_smoke.py :9 from pathlib import Path
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/check_architecture.py :9 from pathlib import Path
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/check_component_catalog.py :10 from pathlib import Path
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/check_public_repo.py :16 from pathlib import Path, PurePosixPath
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/check_release.py :10 from pathlib import Path
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/check_repo.py :9 import shutil
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/check_sdd_specs.py :6 from pathlib import Path
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/normalize_utf8.py :7 from pathlib import Path
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/sync_requirements.py :7 from pathlib import Path
  • fs (weak) Ling-ye-AgentStrata-a602346/scripts/verify_release_artifacts.py :24 from pathlib import Path, PurePosixPath
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/backends/codex.py :8 import shutil
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/mcp/concurrency.py :9 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/mcp/runner.py :13 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/memory/markdown.py :10 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/rag/provider.py :8 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/runtime.py :19 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/search/providers.py :170 with opener.open(request, timeout=timeout_seconds) as response:
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/subagents/cache.py :110 with open(text, "rb") as fh:
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/tools/builtin/workspace/common.py :5 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/tools/builtin/workspace/files.py :4 import shutil
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/tools/builtin/workspace/images.py :12 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/tools/builtin/workspace/owner.py :125 with target.open("rb") as fp:
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/application/actor_runtime.py :9 from pathlib import Path
  • fs Ling-ye-AgentStrata-a602346/src/chatcopilot/application/conversation_journal.py :13 from pathlib import Path

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

shell / exec 73

  • shell Ling-ye-AgentStrata-a602346/console/control/diagnostics.py :6 import subprocess
  • shell Ling-ye-AgentStrata-a602346/console/control/observability.py :10 import subprocess
  • shell Ling-ye-AgentStrata-a602346/console/control/operations.py :14 import subprocess
  • shell Ling-ye-AgentStrata-a602346/console/control/process_executor.py :5 import subprocess
  • shell Ling-ye-AgentStrata-a602346/console/control/services.py :18 import subprocess
  • shell Ling-ye-AgentStrata-a602346/console/control/systemd.py :10 import subprocess
  • shell Ling-ye-AgentStrata-a602346/deploy/wsl/_smoke_mcp.py :6 import subprocess
  • shell (weak) Ling-ye-AgentStrata-a602346/scripts/build_smoke.py :6 import subprocess
  • shell (weak) Ling-ye-AgentStrata-a602346/scripts/check_public_repo.py :13 import subprocess
  • shell (weak) Ling-ye-AgentStrata-a602346/scripts/check_repo.py :10 import subprocess
  • shell (weak) Ling-ye-AgentStrata-a602346/scripts/normalize_utf8.py :6 import subprocess
  • shell (weak) Ling-ye-AgentStrata-a602346/scripts/verify_release_artifacts.py :14 import subprocess
show 28 more
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/backends/codex.py :10 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/core/source_manifest.py :5 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/application/catalog.py :7 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/application/controller.py :11 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/application/insights.py :9 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/capability_executor.py :17 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/isolated_executor.py :7 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/codebase/index.py :14 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/codebase/tools.py :5 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/codex_cli/auth_cli.py :8 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/codex_cli/process_runner.py :7 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/dev/code_task_delivery.py :11 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/dev/code_task_runtime.py :12 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/dev/file_tools.py :9 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/dev/lifecycle_job.py :6 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/dev/self_update_publisher.py :11 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/dev/shell_tools.py :6 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/repository_tasks/runtime.py :9 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/shared/lark_cli.py :21 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/unity_codebase/_ripgrep.py :9 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/unity_codebase/skill_tools.py :15 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/windows_fs/tools.py :11 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/middleware/acp/instance_control.py :8 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/middleware/runtime/jobs/submitter.py :5 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/platforms/feishu/sender.py :23 import subprocess
  • shell Ling-ye-AgentStrata-a602346/src/chatcopilot/platforms/qq/webui_session.py :12 import subprocess
  • shell (weak) Ling-ye-AgentStrata-a602346/tests/integration/test_evaluation_service.py :5 import subprocess
  • shell (weak) Ling-ye-AgentStrata-a602346/tests/unit/test_agent_cancellation.py :396 "child=subprocess.Popen([sys.executable,'-c',"

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

network 53

  • net Ling-ye-AgentStrata-a602346/console/control/operations.py :17 import urllib.error
  • net (weak) Ling-ye-AgentStrata-a602346/scripts/check_public_repo.py :18 from urllib.parse import parse_qsl, unquote, urlsplit
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/backends/session_relay.py :7 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/mcp/client.py :6 import urllib
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/mcp/stateless.py :6 import urllib.error
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/persona/draft_agent.py :8 from urllib.parse import urlsplit, urlunsplit
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/search/providers.py :8 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/search/relevance.py :7 from urllib.parse import urlparse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/search/reranker.py :16 from urllib.parse import parse_qsl, urlencode, urlsplit, urlunsplit
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/tools/builtin/workspace/images.py :7 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/agent/tools/builtin/workspace_tools.py :9 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/botspec/loader.py :9 from urllib.parse import urlparse
show 28 more
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/botspec/provisioning.py :14 from urllib.parse import urlparse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/channels/qq_onebot/codec.py :13 from urllib.parse import urlsplit
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/channels/qq_onebot/config.py :8 from urllib.parse import urlsplit
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/channels/qq_onebot/resources.py :9 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/contracts/adapter_approval.py :9 from urllib.parse import urlparse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/core/mcp_probe.py :16 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/adapters/gaia.py :273 import requests
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/capability_executor.py :21 import urllib.request
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/fx_oracle.py :8 import urllib.request
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/official_data.py :131 import requests
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/service/client.py :8 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/service/protocol.py :7 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/service/server.py :8 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/career/providers/base.py :6 import urllib.parse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/career/providers/portal.py :4 from urllib.parse import urlparse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/career/providers/tencent.py :6 from urllib.parse import parse_qs, urlparse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/career/quality.py :4 from urllib.parse import urlparse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/career/store.py :10 from urllib.parse import urlparse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/codex_cli/session_gateway.py :13 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/dev/code_task_delivery.py :16 import requests
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/feishu/modules/urls.py :5 from urllib.parse import parse_qs, urlparse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/mcp_admin/tools.py :8 import urllib.parse
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/shared/lark_cli.py :25 from urllib.request import Request, urlopen
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/web_fetch/tools.py :11 import socket
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/middleware/acp/attachment_classifier.py :31 from urllib.parse import unquote
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/middleware/http/server.py :10 from urllib.parse import urlsplit
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/platforms/feishu/notifier.py :9 from urllib.error import HTTPError, URLError
  • net Ling-ye-AgentStrata-a602346/src/chatcopilot/platforms/feishu/profile.py :14 from urllib.error import HTTPError, URLError

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

secrets 9

  • secrets Ling-ye-AgentStrata-a602346/src/chatcopilot/botspec/cli.py :23 import getpass
  • secrets Ling-ye-AgentStrata-a602346/src/chatcopilot/evals/application/catalog.py :150 os.environ.get("CHATCOPILOT_HF_TOKEN", "").strip()
  • secrets Ling-ye-AgentStrata-a602346/src/chatcopilot/middleware/acp/server.py :292 os.environ.get("CC_SESSION_KEY") or os.environ.get("CC_HOOK_SESSION_KEY") or ""
  • secrets Ling-ye-AgentStrata-a602346/src/chatcopilot/platforms/feishu/notifier.py :101 resolved_secret = (app_secret or os.environ.get("FEISHU_APP_SECRET") or "").strip()
  • secrets Ling-ye-AgentStrata-a602346/src/chatcopilot/platforms/feishu/profile.py :93 resolved_secret = (app_secret or os.environ.get("FEISHU_APP_SECRET") or "").strip()
  • secrets Ling-ye-AgentStrata-a602346/src/chatcopilot/platforms/qq/gateway_health.py :616 token = require_access_token(os.environ.get("QQ_ACCESS_TOKEN"))
  • secrets Ling-ye-AgentStrata-a602346/src/chatcopilot/platforms/qq/sender.py :183 token = require_access_token(os.environ.get("QQ_ACCESS_TOKEN"))
  • secrets (weak) Ling-ye-AgentStrata-a602346/tests/unit/test_evals.py :139 old = os.environ.get("CHATCOPILOT_TEST_API_KEY")
  • secrets (weak) Ling-ye-AgentStrata-a602346/tests/unit/test_mcp_config.py :84 os.environ["TEST_MCP_KEY"] = "secret-value"

database 11

  • db Ling-ye-AgentStrata-a602346/console/backend/routes/architecture.py :3 import sqlite3
  • db Ling-ye-AgentStrata-a602346/src/chatcopilot/core/wiki/store.py :8 import sqlite3
  • db Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/career/store.py :5 import sqlite3
  • db Ling-ye-AgentStrata-a602346/src/chatcopilot/external_tools/codebase/index.py :13 import sqlite3
  • db Ling-ye-AgentStrata-a602346/src/chatcopilot/gateway/observation_store.py :10 import sqlite3
  • db Ling-ye-AgentStrata-a602346/src/chatcopilot/gateway/read_model.py :8 import sqlite3
  • db Ling-ye-AgentStrata-a602346/src/chatcopilot/gateway/state_store.py :14 import sqlite3
  • db (weak) Ling-ye-AgentStrata-a602346/tests/unit/test_career_intelligence.py :4 import sqlite3
  • db (weak) Ling-ye-AgentStrata-a602346/tests/unit/test_gateway_durable_approvals.py :5 import sqlite3
  • db (weak) Ling-ye-AgentStrata-a602346/tests/unit/test_gateway_observation.py :7 import sqlite3
  • db (weak) Ling-ye-AgentStrata-a602346/tests/unit/test_gateway_state_store.py :6 import sqlite3

declared dependencies 23

  • mcp@>=1.27,<2
  • ruamel.yaml@>=0.18
  • PyYAML@>=6.0
  • jsonschema@>=4.26,<5
  • Requests@>=2.32,<3
  • mcp-server-git@>=0.6
  • websockets@>=12
  • openai@>=1.40.0
  • langgraph@>=1.2,<2
  • agent-client-protocol@>=0.10.0
  • fastapi@>=0.110
  • uvicorn@>=0.29
show 11 more
  • numpy@>=2.2,<2.3
  • pandas@==2.3.3
  • PyInstaller@==6.17.0
  • pytest@*
  • httpx2@>=2.0.0,<3
  • tomli@>=2; python_version <
  • ruff@>=0.12,<1
  • build@==1.5.0
  • mypy@>=1.16,<2
  • types-PyYAML@*
  • types-requests@*

cursor-plugin 2

  • opaque (low) Ling-ye-AgentStrata-a602346/.cursor/rules/00-global.mdc bundled .cursor/ plugin descriptor (Ling-ye-AgentStrata-a602346/.cursor/rules/00-global.mdc) — presence-detected; review the descriptor
  • opaque (low) Ling-ye-AgentStrata-a602346/.cursor/skills/debug-chatcopilot-bot/SKILL.md bundled .cursor/ plugin descriptor (Ling-ye-AgentStrata-a602346/.cursor/skills/debug-chatcopilot-bot/SKILL.md) — presence-detected; review the descriptor