MCP 서버 Github 인공지능 도구
중급
이것은Engineering, AI분야의자동화 워크플로우로, 15개의 노드를 포함합니다.주로 Set, Agent, McpTrigger, LmChatOpenAi, ToolWorkflow 등의 노드를 사용하며인공지능 기술을 결합하여 스마트 자동화를 구현합니다. MCP 서버 Github 대리기 도구
사전 요구사항
- •OpenAI API Key
사용된 노드 (15)
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
"id": "HCcU4mk4u2PNkp7C",
"meta": {
"instanceId": "8d2a96b0ee3db80edc0afe4f8cdbb2eb58d6fe0bc4416e4c3377314544353f7e",
"templateCredsSetupCompleted": true
},
"name": "MCP Server Github Agent Tool",
"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 서버 트리거",
"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": "다른 워크플로우에서 실행 시",
"type": "n8n-nodes-base.executeWorkflowTrigger",
"position": [
-3180,
640
],
"parameters": {
"workflowInputs": {
"values": [
{
"name": "request"
}
]
}
},
"typeVersion": 1.1
},
{
"id": "85c1c401-ac3e-46c2-9fa0-a20e8ad3d578",
"name": "심플 메모리",
"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 채팅 모델",
"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": "스티키 노트1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2360,
80
],
"parameters": {
"color": 4,
"width": 460,
"height": 500,
"content": "## GitHub AI Agent (Tools Agent)\n🤖 Specialized GitHub Agent\n- Direct connection to GitHub MCP Server\n- Processes natural language GitHub requests\n- Reduces LLM context overhead\n- Handles all GitHub API complexity"
},
"typeVersion": 1
},
{
"id": "7cdfaa60-61bd-43d1-9aff-f27f2012e9b9",
"name": "스티키 노트3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1880,
80
],
"parameters": {
"color": 7,
"width": 340,
"height": 500,
"content": "## 🖥️ MCP Server Trigger\n🔧 MCP Server Trigger\n- Receives GitHub operation requests\n- Single parameter: \"request\" (natural language)\n- Triggers specialized GitHub agent workflow"
},
"typeVersion": 1
},
{
"id": "94b86861-9993-4de0-a56a-a3d4dd829d9b",
"name": "스티키 노트4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2980,
80
],
"parameters": {
"color": 7,
"width": 600,
"height": 500,
"content": "# 🖥️ MCP Server Github Agent Tool\n\n📋 Architecture Overview\n\nThis workflow implements the MCP Agent pattern:\n\n1. Single entry point (MCP Trigger)\n\n2. Specialized agent (GitHub focus)\n\n3. Context delegation (reduced LLM load)\n\n4. Scalable operations (unlimited GitHub tools)\n\n\nPerfect for complex GitHub automations without overwhelming your main LLM with GitHub API context.\n"
},
"typeVersion": 1
},
{
"id": "4f6833d0-85c7-4035-8a8a-c627b1181d76",
"name": "Github 에이전트",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
-1780,
440
],
"parameters": {
"workflowId": {
"__rl": true,
"mode": "list",
"value": "UyrFAXDtcVf0TqlJ",
"cachedResultName": "MCP Github"
},
"description": "# Overview\nUtilize this Github Agent tool to handle all interactions with the Github. By giving the Github Agent clear commands, you can full manage repositories and their components.\n\n## Workflow\n1. Provide plain language commands in the request parameter of this tool. Include the repo name when applicable.\n2. The Github agent interprets your command and performs the task.\n\n## Example Requests\n<EXAMPLE_1>\nCreate an issue called \"Some Issue Title\" with the description of \"Some long description about something\". Create it in the repo named Repo 1.\n</EXAMPLE_1>\n<EXAMPLE_2>\nMark issue number 3 as closed and put a comment of \"wow that was hard work\" on it.\n</EXAMPLE_2>\n<EXAMPLE_3>\nCreate a new branch off of the development branch and name it according to the feature / issue it relates to. Create a comment on the first issue: @Claude, please work on this, thank you.\n</EXAMPLE_3>",
"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 에이전트",
"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": "Github 사용자명 설정",
"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": "스티키 노트",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2980,
600
],
"parameters": {
"color": 7,
"width": 340,
"height": 380,
"content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Set GitHub Username Node\n⚙️ Configuration Required\n- Replace \"your-github-username\" with actual username\n- Used for GitHub API authentication context\n- Essential for proper API calls"
},
"typeVersion": 1
},
{
"id": "117bbca5-4a6b-4c11-96bb-98efb561ac1d",
"name": "스티키 노트2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2620,
600
],
"parameters": {
"color": 7,
"width": 360,
"height": 380,
"content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n## OpenAI Chat Model Node\n🧠 AI Processing Engine\n- Requires OpenAI API key configuration \n- Powers intelligent GitHub operation understanding\n- Optimized for GitHub-specific tasks"
},
"typeVersion": 1
},
{
"id": "c6b138ca-a993-4251-ab28-29ba37b93b67",
"name": "스티키 노트5",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2240,
600
],
"parameters": {
"color": 7,
"width": 340,
"height": 380,
"content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Simple Memory Node\n💾 Conversation Context\n- Maintains operation history\n- Enables multi-step GitHub workflows\n- Reduces repetitive context processing"
},
"typeVersion": 1
},
{
"id": "d322205a-413c-4c85-a0de-07c996d77733",
"name": "스티키 노트6",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1880,
600
],
"parameters": {
"color": 7,
"width": 340,
"height": 380,
"content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n## MCP Client Node\n💾 Github Tools\n- Handles calls to the Github API\n- Manages repos and issues\n- One node connected to an MCP server"
},
"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": {
"0d381148-29a4-4f0d-abe4-b32a409414d5": {
"ai_tool": [
[
{
"node": "382e14d0-747f-4901-9224-cb7c8fe60958",
"type": "ai_tool",
"index": 0
}
]
]
},
"4f6833d0-85c7-4035-8a8a-c627b1181d76": {
"ai_tool": [
[
{
"node": "0535b49f-14da-4127-a723-2647d8f8eb9e",
"type": "ai_tool",
"index": 0
}
]
]
},
"85c1c401-ac3e-46c2-9fa0-a20e8ad3d578": {
"ai_memory": [
[
{
"node": "382e14d0-747f-4901-9224-cb7c8fe60958",
"type": "ai_memory",
"index": 0
}
]
]
},
"2fa49b82-2c86-4076-974c-1ed57be5bdc5": {
"ai_languageModel": [
[
{
"node": "382e14d0-747f-4901-9224-cb7c8fe60958",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"47f6acc4-d405-4203-a157-f050f249b37a": {
"main": [
[
{
"node": "382e14d0-747f-4901-9224-cb7c8fe60958",
"type": "main",
"index": 0
}
]
]
},
"0c5003ed-20e2-4952-b20a-f01496037a13": {
"main": [
[
{
"node": "47f6acc4-d405-4203-a157-f050f249b37a",
"type": "main",
"index": 0
}
]
]
}
}
}자주 묻는 질문
이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
이 워크플로우는 어떤 시나리오에 적합한가요?
중급 - 엔지니어링, 인공지능
유료인가요?
이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.
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