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MCP 服务器 Github 智能体工具

中级

这是一个Engineering, AI领域的自动化工作流，包含 15 个节点。主要使用 Set, Agent, McpTrigger, LmChatOpenAi, ToolWorkflow 等节点，结合人工智能技术实现智能自动化。 MCP服务器Github代理工具

前置要求
  • •OpenAI API Key

使用的节点 (15)

Set
StickyNote
Agent
McpTrigger
LmChatOpenAi
ToolWorkflow
ExecuteWorkflowTrigger
McpClientTool
MemoryBufferWindow

分类

工程
人工智能
工作流预览
可视化展示节点连接关系，支持缩放和平移
React Flow
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
  "id": "HCcU4mk4u2PNkp7C",
  "meta": {
    "instanceId": "8d2a96b0ee3db80edc0afe4f8cdbb2eb58d6fe0bc4416e4c3377314544353f7e",
    "templateCredsSetupCompleted": true
  },
  "name": "MCP 服务器 Github 智能体工具",
  "tags": [
    {
      "id": "GfKcawMPAWNcS17g",
      "name": "n8n-template",
      "createdAt": "2025-05-29T21:33:12.406Z",
      "updatedAt": "2025-05-29T21:33:12.406Z"
    },
    {
      "id": "HdJUguIPwIXfbzhz",
      "name": "tutorial",
      "createdAt": "2025-05-16T01:06:16.018Z",
      "updatedAt": "2025-05-16T01:06:16.018Z"
    },
    {
      "id": "aWMbAleZrcWBvCQc",
      "name": "agent",
      "createdAt": "2025-05-16T20:26:50.983Z",
      "updatedAt": "2025-05-16T20:26:50.983Z"
    },
    {
      "id": "m4EUH4B1Wbruf4Ui",
      "name": "server",
      "createdAt": "2025-05-15T16:58:31.287Z",
      "updatedAt": "2025-05-15T16:58:31.287Z"
    }
  ],
  "nodes": [
    {
      "id": "0535b49f-14da-4127-a723-2647d8f8eb9e",
      "name": "MCP 服务器触发器",
      "type": "@n8n/n8n-nodes-langchain.mcpTrigger",
      "position": [
        -1840,
        280
      ],
      "webhookId": "5b0e6a8d-f7eb-49ba-ac89-2eb4fc359967",
      "parameters": {
        "path": "5b0e6a8d-f7eb-49ba-ac89-2eb4fc359967"
      },
      "typeVersion": 1
    },
    {
      "id": "0c5003ed-20e2-4952-b20a-f01496037a13",
      "name": "当由另一个工作流执行时",
      "type": "n8n-nodes-base.executeWorkflowTrigger",
      "position": [
        -3180,
        640
      ],
      "parameters": {
        "workflowInputs": {
          "values": [
            {
              "name": "request"
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "85c1c401-ac3e-46c2-9fa0-a20e8ad3d578",
      "name": "简单记忆",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        -2120,
        640
      ],
      "parameters": {
        "sessionKey": "github",
        "sessionIdType": "customKey"
      },
      "typeVersion": 1.3
    },
    {
      "id": "2fa49b82-2c86-4076-974c-1ed57be5bdc5",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -2480,
        660
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1",
          "cachedResultName": "gpt-4.1"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "F4FUDxUErCUjWsCq",
          "name": "OpenAi - WILLBOT"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "a7be6db4-25b5-490c-8d1e-91473edf76c7",
      "name": "便签1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2360,
        80
      ],
      "parameters": {
        "color": 4,
        "width": 460,
        "height": 500,
        "content": "## GitHub AI 智能体 (工具智能体)"
      },
      "typeVersion": 1
    },
    {
      "id": "7cdfaa60-61bd-43d1-9aff-f27f2012e9b9",
      "name": "便签 3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1880,
        80
      ],
      "parameters": {
        "color": 7,
        "width": 340,
        "height": 500,
        "content": "## 🖥️  MCP 服务器触发器"
      },
      "typeVersion": 1
    },
    {
      "id": "94b86861-9993-4de0-a56a-a3d4dd829d9b",
      "name": "便签 4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2980,
        80
      ],
      "parameters": {
        "color": 7,
        "width": 600,
        "height": 500,
        "content": "# 🖥️ MCP 服务器 Github 智能体工具"
      },
      "typeVersion": 1
    },
    {
      "id": "4f6833d0-85c7-4035-8a8a-c627b1181d76",
      "name": "Github 智能体",
      "type": "@n8n/n8n-nodes-langchain.toolWorkflow",
      "position": [
        -1780,
        440
      ],
      "parameters": {
        "workflowId": {
          "__rl": true,
          "mode": "list",
          "value": "UyrFAXDtcVf0TqlJ",
          "cachedResultName": "MCP Github"
        },
        "description": "# 概述",
        "workflowInputs": {
          "value": {
            "request": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('request', `Plain language command to have the Github Agent perform a task relating to Github`, 'string') }}"
          },
          "schema": [
            {
              "id": "request",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "request",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "request"
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "0d381148-29a4-4f0d-abe4-b32a409414d5",
      "name": "Github API",
      "type": "@n8n/n8n-nodes-langchain.mcpClientTool",
      "position": [
        -1760,
        640
      ],
      "parameters": {
        "include": "selected",
        "sseEndpoint": "http://localhost:8000/sse",
        "includeTools": [
          "create_issue",
          "list_issues",
          "update_issue",
          "add_issue_comment",
          "search_issues",
          "get_issue",
          "search_repositories",
          "create_repository",
          "get_pull_request_reviews",
          "get_pull_request_comments",
          "update_pull_request_branch",
          "get_pull_request_files",
          "get_pull_request_status",
          "search_code",
          "search_users",
          "list_pull_requests",
          "get_pull_request",
          "merge_pull_request",
          "create_pull_request_review",
          "fork_repository",
          "create_branch",
          "list_commits",
          "get_file_contents",
          "push_files",
          "create_or_update_file",
          "create_pull_request"
        ]
      },
      "typeVersion": 1
    },
    {
      "id": "382e14d0-747f-4901-9224-cb7c8fe60958",
      "name": "Github AI 智能体",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -2260,
        340
      ],
      "parameters": {
        "text": "={{ $('When Executed by Another Workflow').item.json.request }}",
        "options": {
          "systemMessage": "=# Overview\nYou are a Github API and repo management specialist. You use your many tools to achieve the goals set forth by the requests you receive.\n\n## User Information\nGithub username: {{ $json.githubUsername }}"
        },
        "promptType": "define"
      },
      "typeVersion": 1.9
    },
    {
      "id": "47f6acc4-d405-4203-a157-f050f249b37a",
      "name": "设置 Github 用户名",
      "type": "n8n-nodes-base.set",
      "position": [
        -2860,
        640
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "baa4559f-6f06-42c6-ab23-0aa9662a5a18",
              "name": "githubUsername",
              "type": "string",
              "value": "wayum999"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "291e3f21-ab26-4a3e-be10-bfb0add9cf76",
      "name": "便签",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2980,
        600
      ],
      "parameters": {
        "color": 7,
        "width": 340,
        "height": 380,
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "117bbca5-4a6b-4c11-96bb-98efb561ac1d",
      "name": "便签 2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2620,
        600
      ],
      "parameters": {
        "color": 7,
        "width": 360,
        "height": 380,
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "c6b138ca-a993-4251-ab28-29ba37b93b67",
      "name": "便签 5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2240,
        600
      ],
      "parameters": {
        "color": 7,
        "width": 340,
        "height": 380,
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "d322205a-413c-4c85-a0de-07c996d77733",
      "name": "便签6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1880,
        600
      ],
      "parameters": {
        "color": 7,
        "width": 340,
        "height": 380,
        "content": ""
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {
    "When Executed by Another Workflow": [
      {
        "json": {
          "request": "create a new repo called test repo"
        }
      }
    ]
  },
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "03753d69-363b-410e-af98-686cd0e03b2b",
  "connections": {
    "Github API": {
      "ai_tool": [
        [
          {
            "node": "Github AI Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Github Agent": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Simple Memory": {
      "ai_memory": [
        [
          {
            "node": "Github AI Agent",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "Github AI Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Set Github Username": {
      "main": [
        [
          {
            "node": "Github AI Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "When Executed by Another Workflow": {
      "main": [
        [
          {
            "node": "Set Github Username",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
常见问题

如何使用这个工作流？

复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。

这个工作流适合什么场景？

中级 - 工程, 人工智能

需要付费吗？

本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。

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工作流信息
难度等级
中级
节点数量15
分类2
节点类型9
难度说明

适合有一定经验的用户，包含 6-15 个节点的中等复杂度工作流

作者
William Lettieri

William Lettieri

@fibonacci

Accountant, Developer, Dreamer

外部链接
在 n8n.io 查看 →

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