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https://github.com/ThearchyHelios/AgentLab.git
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964eeaa829
在画布上拖拽编排 agent 工作流,并实时看着它执行。 后端 FastAPI + LangGraph:把画布 JSON 编译成 StateGraph,15 种节点 (模型/Agent/多Agent、工具/沙箱、分支/循环/子图、记忆/检索/整形、 人工介入/结构校验)。选 LangGraph 是因为可视化编排真正难的是暂停、 恢复和回放,而 checkpointer + interrupt() 正好把这几件事做在了底层。 前端 React + React Flow:节点元数据驱动属性面板与连接桩,运行时 节点高亮、边流动画、卡片内流式 token 全部由同一份事件流驱动。 关键实现: - Agent 内工具审批用 @task 缓存模型调用,interrupt 重放时不重复计费 - 沙箱保持只读根文件系统,代码经 exec+base64 写入(put_archive 会被 只读容器拒绝),断网、非 root、内存/CPU/超时限额 - 检索为向量与 BM25 混合,本地哈希 embedding 零配置可用 - 分支条件走 AST 白名单求值器;HTTP 工具逐 IP 拦截内网与元数据地址 - Mock provider 让无 API Key 也能跑通完整链路 7 个内置模板全部冒烟通过,含真实模型端到端验证。
256 lines
8.5 KiB
Python
256 lines
8.5 KiB
Python
from __future__ import annotations
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from typing import Any
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from fastapi import APIRouter, Depends, HTTPException
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from pydantic import BaseModel, Field
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from sqlalchemy import select
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from sqlalchemy.ext.asyncio import AsyncSession
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from app.db.base import get_session
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from app.db.models import CustomTool, McpServer
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from app.tools.custom import run_custom_tool
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from app.tools.mcp_manager import mcp_manager
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from app.tools.registry import ToolContext, all_specs, call_tool
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router = APIRouter(prefix="/api/tools", tags=["tools"])
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@router.get("")
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async def list_tools(session: AsyncSession = Depends(get_session)) -> list[dict[str, Any]]:
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"""把内置、自定义、MCP 三类工具拉平成一个列表,前端节点面板直接用。"""
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out: list[dict[str, Any]] = []
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for name, spec in sorted(all_specs().items()):
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out.append(
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{
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"id": name,
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"name": name,
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"description": spec.description,
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"category": spec.category,
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"source": "builtin",
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"dangerous": spec.dangerous,
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"schema": spec.json_schema(),
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}
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)
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rows = (
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await session.execute(select(CustomTool).where(CustomTool.enabled.is_(True)))
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).scalars()
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for row in rows:
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out.append(
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{
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"id": row.name,
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"name": row.name,
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"description": row.description,
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"category": f"自定义 · {row.kind}",
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"source": "custom",
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"dangerous": True,
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"schema": row.parameters or {},
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}
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)
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try:
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out.extend({**t, "source": "mcp", "dangerous": True} for t in await mcp_manager.list_tools())
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except Exception: # noqa: BLE001 - MCP 连不上不该让整个工具列表挂掉
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pass
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return out
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class RunToolIn(BaseModel):
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args: dict[str, Any] = Field(default_factory=dict)
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sandbox_session: str = "playground"
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@router.post("/{tool_name:path}/run")
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async def run_tool(
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tool_name: str, payload: RunToolIn, session: AsyncSession = Depends(get_session)
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) -> dict[str, Any]:
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"""直接试跑一个工具。工具面板上的"试一下"用它,不用为了测工具去搭一张图。"""
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ctx = ToolContext(run_id="playground", node_id="playground",
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sandbox_session=payload.sandbox_session)
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import time
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started = time.perf_counter()
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try:
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result = await call_tool(tool_name, payload.args, ctx, session=session)
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except KeyError as e:
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raise HTTPException(404, str(e)) from e
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except Exception as e: # noqa: BLE001
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return {
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"ok": False,
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"error": f"{type(e).__name__}: {e}",
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"duration_ms": int((time.perf_counter() - started) * 1000),
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}
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return {
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"ok": True,
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"result": result,
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"duration_ms": int((time.perf_counter() - started) * 1000),
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}
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# --------------------------------------------------------------------------
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# 自定义工具
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# --------------------------------------------------------------------------
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custom_router = APIRouter(prefix="/api/custom-tools", tags=["tools"])
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class CustomToolIn(BaseModel):
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name: str = Field(min_length=1, max_length=100, pattern=r"^[a-zA-Z_][a-zA-Z0-9_]*$")
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description: str = ""
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kind: str = "http" # http | python
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parameters: dict[str, Any] = Field(default_factory=dict)
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config: dict[str, Any] = Field(default_factory=dict)
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enabled: bool = True
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class CustomToolOut(CustomToolIn):
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id: str
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model_config = {"from_attributes": True}
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@custom_router.get("", response_model=list[CustomToolOut])
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async def list_custom(session: AsyncSession = Depends(get_session)) -> list[CustomTool]:
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return list((await session.execute(select(CustomTool))).scalars())
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@custom_router.post("", response_model=CustomToolOut, status_code=201)
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async def create_custom(
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payload: CustomToolIn, session: AsyncSession = Depends(get_session)
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) -> CustomTool:
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if (await session.execute(select(CustomTool).where(CustomTool.name == payload.name))).scalar_one_or_none():
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raise HTTPException(409, "同名工具已存在")
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if payload.name in all_specs():
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raise HTTPException(409, "这个名字和内置工具冲突")
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row = CustomTool(**payload.model_dump())
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session.add(row)
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await session.commit()
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await session.refresh(row)
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return row
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@custom_router.patch("/{tool_id}", response_model=CustomToolOut)
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async def update_custom(
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tool_id: str, payload: CustomToolIn, session: AsyncSession = Depends(get_session)
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) -> CustomTool:
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row = await session.get(CustomTool, tool_id)
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if not row:
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raise HTTPException(404, "工具不存在")
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for key, value in payload.model_dump().items():
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setattr(row, key, value)
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await session.commit()
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await session.refresh(row)
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return row
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@custom_router.delete("/{tool_id}", status_code=204)
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async def delete_custom(tool_id: str, session: AsyncSession = Depends(get_session)) -> None:
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row = await session.get(CustomTool, tool_id)
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if not row:
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raise HTTPException(404, "工具不存在")
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await session.delete(row)
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await session.commit()
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@custom_router.post("/{tool_id}/test")
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async def test_custom(
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tool_id: str, payload: RunToolIn, session: AsyncSession = Depends(get_session)
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) -> dict[str, Any]:
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row = await session.get(CustomTool, tool_id)
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if not row:
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raise HTTPException(404, "工具不存在")
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ctx = ToolContext(run_id="playground", node_id="test", sandbox_session="playground")
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try:
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result = await run_custom_tool(session, row.name, payload.args, ctx)
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except Exception as e: # noqa: BLE001
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return {"ok": False, "error": f"{type(e).__name__}: {e}"}
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return {"ok": True, "result": result}
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# --------------------------------------------------------------------------
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# MCP
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# --------------------------------------------------------------------------
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mcp_router = APIRouter(prefix="/api/mcp", tags=["tools"])
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class McpIn(BaseModel):
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name: str = Field(min_length=1, max_length=100)
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transport: str = "stdio" # stdio | http
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command: str | None = None
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args: list[str] = Field(default_factory=list)
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env: dict[str, str] = Field(default_factory=dict)
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url: str | None = None
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enabled: bool = True
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class McpOut(McpIn):
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id: str
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status: str
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last_error: str | None
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tools_cache: list[Any]
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model_config = {"from_attributes": True}
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@mcp_router.get("/servers", response_model=list[McpOut])
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async def list_servers(session: AsyncSession = Depends(get_session)) -> list[McpServer]:
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return list((await session.execute(select(McpServer))).scalars())
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@mcp_router.post("/servers", response_model=McpOut, status_code=201)
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async def create_server(
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payload: McpIn, session: AsyncSession = Depends(get_session)
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) -> McpServer:
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if (await session.execute(select(McpServer).where(McpServer.name == payload.name))).scalar_one_or_none():
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raise HTTPException(409, "同名 MCP server 已存在")
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row = McpServer(**payload.model_dump())
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session.add(row)
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await session.commit()
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await session.refresh(row)
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return row
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@mcp_router.patch("/servers/{server_id}", response_model=McpOut)
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async def update_server(
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server_id: str, payload: McpIn, session: AsyncSession = Depends(get_session)
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) -> McpServer:
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row = await session.get(McpServer, server_id)
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if not row:
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raise HTTPException(404, "MCP server 不存在")
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for key, value in payload.model_dump().items():
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setattr(row, key, value)
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await session.commit()
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await session.refresh(row)
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return row
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@mcp_router.delete("/servers/{server_id}", status_code=204)
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async def delete_server(server_id: str, session: AsyncSession = Depends(get_session)) -> None:
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row = await session.get(McpServer, server_id)
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if not row:
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raise HTTPException(404, "MCP server 不存在")
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await session.delete(row)
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await session.commit()
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@mcp_router.post("/servers/{server_id}/probe")
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async def probe_server(
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server_id: str, session: AsyncSession = Depends(get_session)
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) -> dict[str, Any]:
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row = await session.get(McpServer, server_id)
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if not row:
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raise HTTPException(404, "MCP server 不存在")
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result = await mcp_manager.probe(row)
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row.status = "ok" if result.get("ok") else "error"
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row.last_error = result.get("error")
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row.tools_cache = [t["name"] for t in result.get("tools", [])]
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await session.commit()
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return result
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@mcp_router.post("/refresh")
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async def refresh_mcp() -> dict[str, Any]:
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return {"servers": await mcp_manager.refresh()}
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