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Guide ops to use ne_ids/ume_ne_ids for sweeps, raise exec wall-clock for batches, and mark inventory/list MCP tools read_only so consecutive queries can run in parallel. Co-authored-by: Cursor <cursoragent@cursor.com>
348 lines
13 KiB
Python
348 lines
13 KiB
Python
from __future__ import annotations
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from dataclasses import dataclass
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import json
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import os
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import threading
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import time
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from typing import Any
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from runtime.tools.mcp.env_config import mcp_row_env_config
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from runtime.skills import SkillSpec, materialize_skills_from_tool_specs
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from runtime.tools.base import ToolSpec
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from runtime.tools.mcp.filesystem_argv import build_mcp_process_command
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from runtime.tools.mcp.runtime import McpProcessRuntime
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from runtime.tools.public.bailian_webparser_tool import bailian_webparser_tool
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def _mcp_row_env_config(row: dict[str, Any]) -> tuple[list[str], dict[str, str]]:
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return mcp_row_env_config(row)
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# Long-running netx tools exceed the generic MCP row timeout (often 30s).
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# Production WA ops showed execManagedNe p90/p95 glued to ~30000ms timeouts.
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# Batch multi-NE exec posts once to /exec-batch (server concurrency); allow longer wall clock.
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_MCP_TOOL_TIMEOUT_OVERRIDES_S: dict[str, float] = {
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"execManagedNe": 620.0,
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"sqlQueryUme": 90.0,
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"findTopologyPaths": 60.0,
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"aggregateUmeAlarmsRaw": 60.0,
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"queryUmeAlarmsRaw": 60.0,
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"aggregateUmeAlarms": 60.0,
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}
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# Read-mostly inventory/list/alarm tools that agents re-call in tight self-loops on WhatsApp.
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_MCP_LIST_CACHE_TTL_S: dict[str, float] = {
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"listCliTargets": 120.0,
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"listManagedNe": 120.0,
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"queryUmeNeInventory": 90.0,
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# Short TTL: cut identical alarm/diagnostics re-query loops in the same turn.
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"queryUmeAlarms": 45.0,
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"queryUmeAlarmsRaw": 45.0,
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"aggregateUmeAlarms": 45.0,
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"aggregateUmeAlarmsRaw": 45.0,
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"runUmeDiagnostics": 60.0,
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"findTopologyPaths": 60.0,
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}
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# Safe to run in parallel with other consecutive read-only tools (separate MCP stdio processes).
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# Do NOT include execManagedNe: same-tool fans share one stdio lock — use ne_ids/ume_ne_ids batch instead.
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_MCP_READ_ONLY_TOOLS: frozenset[str] = frozenset(
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{
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"listCliTargets",
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"listManagedNe",
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"getManagedNe",
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"getUmeNe",
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"queryUmeNeInventory",
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"queryUmeAlarms",
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"queryUmeAlarmsRaw",
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"aggregateUmeAlarms",
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"aggregateUmeAlarmsRaw",
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"listUmeAlarmFields",
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"runUmeDiagnostics",
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"findTopologyPaths",
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"sqlQueryUme",
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}
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)
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_MCP_LIST_CACHE_LOCK = threading.Lock()
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_MCP_LIST_CACHE: dict[str, tuple[float, float, dict[str, Any]]] = {}
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def mcp_timeout_for_tool(tool_name: str, row_timeout_s: float | None = None) -> float:
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"""Resolve effective MCP tool wall-clock timeout (oclaw-side)."""
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name = str(tool_name or "").strip()
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override = _MCP_TOOL_TIMEOUT_OVERRIDES_S.get(name)
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base = float(row_timeout_s) if row_timeout_s is not None else 30.0
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if override is not None:
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return max(base, float(override))
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return max(5.0, base)
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def _mcp_list_cache_ttl(tool_name: str) -> float | None:
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return _MCP_LIST_CACHE_TTL_S.get(str(tool_name or "").strip())
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def _mcp_list_cache_key(server_id: str, tool_name: str, args: dict[str, Any]) -> str:
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# Keep key stable; drop obviously volatile noise keys if present.
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cleaned = {
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str(k): args.get(k)
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for k in sorted(str(x) for x in (args or {}).keys())
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if str(k) not in {"trace_id", "request_id", "run_id"}
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}
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payload = {"server_id": server_id, "tool_name": tool_name, "args": cleaned}
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return json.dumps(payload, sort_keys=True, ensure_ascii=False, default=str)
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def _get_mcp_list_cache(key: str) -> dict[str, Any] | None:
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now = time.monotonic()
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with _MCP_LIST_CACHE_LOCK:
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hit = _MCP_LIST_CACHE.get(key)
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if not hit:
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return None
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ts, ttl, payload = hit
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if now - ts > float(ttl):
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_MCP_LIST_CACHE.pop(key, None)
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return None
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return dict(payload)
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def _set_mcp_list_cache(key: str, payload: dict[str, Any], *, ttl_s: float) -> None:
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with _MCP_LIST_CACHE_LOCK:
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if len(_MCP_LIST_CACHE) >= 96:
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oldest = sorted(_MCP_LIST_CACHE.items(), key=lambda kv: kv[1][0])[:24]
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for k, _ in oldest:
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_MCP_LIST_CACHE.pop(k, None)
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_MCP_LIST_CACHE[key] = (time.monotonic(), float(ttl_s), dict(payload))
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def clear_list_cli_targets_cache() -> None:
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"""Clear inventory/list MCP caches (name kept for test compatibility)."""
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with _MCP_LIST_CACHE_LOCK:
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_MCP_LIST_CACHE.clear()
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def clear_mcp_list_cache() -> None:
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clear_list_cli_targets_cache()
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@dataclass
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class _McpBoundTool:
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server_id: str
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tool_name: str
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description: str
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parameters: dict[str, Any]
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command: list[str]
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timeout_s: float = 30.0
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required_permissions: frozenset[str] = frozenset()
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env_allowlist: list[str] | None = None
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env_defaults: dict[str, str] | None = None
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def to_spec(self) -> ToolSpec:
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rt = McpProcessRuntime(
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command=self.command,
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timeout_s=self.timeout_s,
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env_allowlist=self.env_allowlist,
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env_defaults=self.env_defaults,
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)
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tool_name = self.tool_name
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server_id = self.server_id
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def _handler(args: dict[str, Any]) -> dict[str, Any]:
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call_args = dict(args or {})
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cache_ttl = _mcp_list_cache_ttl(tool_name)
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cache_key = ""
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if cache_ttl is not None:
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cache_key = _mcp_list_cache_key(server_id, tool_name, call_args)
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cached = _get_mcp_list_cache(cache_key)
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if cached is not None:
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out = dict(cached)
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out["cache_hit"] = True
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out["cache_ttl_s"] = float(cache_ttl)
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out["hint"] = (
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out.get("hint")
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or f"Reused {tool_name} result from short TTL cache; do not re-list before every follow-up tool."
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)
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return out
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res = rt.call_tool(tool_name=tool_name, arguments=call_args)
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if not isinstance(res, dict):
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return {"ok": False, "error_code": "mcp_runtime_invalid_payload", "error": "invalid_response"}
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if "ok" not in res:
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res["ok"] = False
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from runtime.tools.tool_error_hints import enrich_mcp_scope_error
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res = enrich_mcp_scope_error(res)
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if cache_ttl is not None and cache_key and res.get("ok") is not False:
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_set_mcp_list_cache(cache_key, res, ttl_s=float(cache_ttl))
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res = dict(res)
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res["cache_hit"] = False
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res["hint"] = (
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f"Cache {tool_name} results briefly; reuse ids/rows instead of listing again in the same turn."
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)
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if tool_name == "execManagedNe" and res.get("ok") is False:
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from runtime.tools.tool_error_hints import enrich_exec_managed_ne_error
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res = enrich_exec_managed_ne_error(res)
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return res
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return ToolSpec(
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name=f"mcp__{self.server_id}__{self.tool_name}",
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description=self.description,
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parameters=self.parameters or {"type": "object", "properties": {}},
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handler=_handler,
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tags=frozenset({"mcp", "plugin"}),
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version="v1",
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risk_level="high",
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timeout_s=self.timeout_s,
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required_permissions=self.required_permissions,
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execution_mode="subprocess",
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read_only=self.tool_name in _MCP_READ_ONLY_TOOLS,
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)
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def materialize_mcp_tools(store: Any, *, policy_session_id: str | None = None) -> list[ToolSpec]:
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return materialize_mcp_tools_for_specialist(
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store,
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specialist=None,
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policy_session_id=policy_session_id,
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)
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def materialize_mcp_tools_for_specialist(
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store: Any,
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*,
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specialist: str | None,
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policy_session_id: str | None = None,
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path_policy_tenant_id: str | None = None,
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path_policy_user_id: str | None = None,
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) -> list[ToolSpec]:
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def _is_bailian_webparser_remote_row(r: dict[str, Any]) -> bool:
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cmd2 = str(r.get("entry_command") or "").strip().lower()
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if cmd2 not in {"npx", "npx.cmd", "node"}:
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return False
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argv = [str(x or "").strip().lower() for x in (r.get("entry_args") or [])]
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joined = " ".join(argv)
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return "mcp-remote" in joined and "/api/v1/mcps/webparser/sse" in joined
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sp = str(specialist or "").strip().lower()
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if sp == "manager":
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# Manager is a first-class binding role in admin UI/config.
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# We keep it separate from generalist instead of aliasing.
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sp = "manager"
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# Preferred mapping: specialist -> server_ids
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binding_server_ids: set[str] | None = None
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try:
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if store is not None and sp:
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raw_binding = str(store.get_setting("mcp_specialist_server_binding") or "").strip()
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if raw_binding:
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obj = json.loads(raw_binding)
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if isinstance(obj, dict):
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rows = obj.get(sp)
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# 缺键或 null:视为未配置该专家的绑定 → 走下方「仅 coarse allowlist」逻辑(可见全部已启用 MCP)。
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# 仅当键存在且为 JSON 数组时,才按白名单过滤(含空数组 = 刻意不给该专家任何 MCP)。
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if rows is None:
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binding_server_ids = None
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elif isinstance(rows, list):
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binding_server_ids = {str(x).strip() for x in rows if str(x).strip()}
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else:
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binding_server_ids = set()
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except Exception:
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binding_server_ids = None
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# Fallback to coarse specialist allowlist if no binding mapping is configured.
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raw_allowed = ""
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try:
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if store is not None:
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raw_allowed = str(store.get_setting("mcp_allowed_specialists") or "").strip()
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except Exception:
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raw_allowed = ""
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if not raw_allowed:
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raw_allowed = str(os.getenv("AIA_MCP_SPECIALISTS") or "generalist,manager").strip()
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allowed = {x.strip().lower() for x in raw_allowed.split(",") if x.strip()}
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if binding_server_ids is None and sp and sp not in allowed:
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return []
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out: list[ToolSpec] = []
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rows = store.list_mcp_servers(enabled_only=True) if store else []
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for row in rows:
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server_id = str(row.get("server_id") or "").strip()
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cmd = str(row.get("entry_command") or "").strip()
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if not server_id or not cmd:
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continue
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if binding_server_ids is not None and sp and server_id not in binding_server_ids:
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continue
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env_allowlist, env_defaults = _mcp_row_env_config(row)
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raw_args = [x for x in (row.get("entry_args") or []) if isinstance(x, str)]
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command = build_mcp_process_command(
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cmd,
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raw_args,
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store=store,
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policy_session_id=policy_session_id,
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path_policy_tenant_id=path_policy_tenant_id,
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path_policy_user_id=path_policy_user_id,
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)
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try:
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tools = store.list_mcp_server_tools(server_id=server_id)
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except Exception:
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tools = []
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for t in tools:
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tname = str(t.get("tool_name") or "")
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if _is_bailian_webparser_remote_row(row) and tname == "bailian_webparser_parse":
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compat = bailian_webparser_tool()
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out.append(
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ToolSpec(
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name=f"mcp__{server_id}__{tname}",
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description=str(t.get("description") or compat.description),
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parameters=t.get("parameters") if isinstance(t.get("parameters"), dict) else compat.parameters,
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handler=compat.handler,
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tags=frozenset({"mcp", "plugin", "compat"}),
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version="v1",
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risk_level="high",
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timeout_s=mcp_timeout_for_tool(tname, float(row.get("timeout_s") or 30.0)),
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required_permissions=frozenset(str(x) for x in (row.get("required_permissions") or [])),
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execution_mode="subprocess",
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)
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)
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continue
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spec = _McpBoundTool(
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server_id=server_id,
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tool_name=tname,
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description=str(t.get("description") or f"MCP tool {t.get('tool_name') or ''}"),
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parameters=t.get("parameters") if isinstance(t.get("parameters"), dict) else {},
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command=command,
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timeout_s=mcp_timeout_for_tool(tname, float(row.get("timeout_s") or 30.0)),
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required_permissions=frozenset(str(x) for x in (row.get("required_permissions") or [])),
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env_allowlist=env_allowlist,
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env_defaults=env_defaults,
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).to_spec()
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out.append(spec)
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return out
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def materialize_mcp_skills_for_specialist(
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store: Any,
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*,
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specialist: str | None,
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policy_session_id: str | None = None,
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path_policy_tenant_id: str | None = None,
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path_policy_user_id: str | None = None,
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) -> tuple[SkillSpec, ...]:
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tools = materialize_mcp_tools_for_specialist(
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store=store,
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specialist=specialist,
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policy_session_id=policy_session_id,
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path_policy_tenant_id=path_policy_tenant_id,
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path_policy_user_id=path_policy_user_id,
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)
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return materialize_skills_from_tool_specs(tools)
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__all__ = [
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"clear_list_cli_targets_cache",
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"clear_mcp_list_cache",
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"materialize_mcp_tools",
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"materialize_mcp_tools_for_specialist",
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"materialize_mcp_skills_for_specialist",
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"mcp_timeout_for_tool",
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]
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