AutomationFlowsAI & RAG › Internet Archive Search API Integration for AI Agents (3 Operations)

Internet Archive Search API Integration for AI Agents (3 Operations)

ByDavid Ashby @cfomodz on n8n.io

Complete MCP server exposing 3 Search Services API operations to AI agents.

Event trigger★★☆☆☆ complexityAI-powered7 nodesMcp TriggerHTTP Request Tool
AI & RAG Trigger: Event Nodes: 7 Complexity: ★★☆☆☆ AI nodes: yes Added:

This workflow corresponds to n8n.io template #5535 — we link there as the canonical source.

This workflow follows the HTTP Request Tool → Mcptrigger recipe pattern — see all workflows that pair these two integrations.

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

Download .json
{
  "id": "XQ22A0P7IWWUsraU",
  "meta": null,
  "name": "Search Services MCP Server",
  "tags": [],
  "nodes": [
    {
      "id": "c7ba4dab-dc05-4935-b567-29cd58fcd4af",
      "name": "Setup Instructions",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1380,
        -240
      ],
      "parameters": {
        "color": 4,
        "height": 1060,
        "content": "### \u2699\ufe0f Setup Instructions\n\n1. **Import Workflow**: \nLoad this workflow into your n8n instance\n\n2. **Authentication**: \nNo authentication required\n\n3. **Activate Workflow**:\nEnable the workflow to start the MCP server\n\n4. **Get MCP URL**: \nCopy the webhook URL from the MCP trigger\n\n5. **Connect AI Agent**:\nUse the MCP URL in your AI agent configuration\n\n\n### \ud83d\udca1 Usage Notes\n\u2022 Parameters are auto-populated by AI using $fromAI() expressions\n\u2022 With 3 API endpoints available as tools\n\u2022 Responses maintain original API structure\n\n\n### \ud83d\udee0\ufe0f Customization\n\u2022 Add data transformation nodes if needed\n\u2022 Implement custom error handling\n\u2022 Add logging or monitoring nodes\n\n\u2022 Modify parameter defaults in any HTTP request node as needed\n\n### \ud83d\udcac Need Help?\nPing me on [discord](https://discord.me/cfomodz) for integration guidance and custom automations. Check the [n8n documentation](https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.toolmcp/) for more information."
      },
      "typeVersion": 1
    },
    {
      "id": "fb86a9eb-dc5d-487b-9b6e-c9a34506242d",
      "name": "Workflow Overview",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1120,
        -240
      ],
      "parameters": {
        "width": 420,
        "height": 920,
        "content": "## \ud83d\udee0\ufe0f Search Services MCP Server \u2705 3 operations\n\n### About\nAPI for Internet Archive's Search-related services\n\n### \ud83d\udd27 How it Works\n\nThis workflow converts the Search Services API into an MCP-compatible interface for AI agents.\n\n\u2022 **MCP Trigger**: Serves as your server endpoint for AI agent requests\n\u2022 **HTTP Request Nodes**: Handle API calls to https://api.archive.org\n\u2022 **AI Expressions**: Automatically populate parameters via `$fromAI()` placeholders\n\u2022 **Native Integration**: Returns responses directly to the AI agent\n\n\n### \ud83d\udccb Available Operations (3 endpoints)\n\n**Search (3 operations)**\nfields, return, scrape\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "e5abc9aa-fd1b-4268-b2ac-8de2bc79222f",
      "name": "Search Services MCP Server",
      "type": "@n8n/n8n-nodes-langchain.mcpTrigger",
      "position": [
        -620,
        -240
      ],
      "parameters": {
        "path": "search-services-mcp"
      },
      "typeVersion": 1
    },
    {
      "id": "dd443c9c-b968-418d-99be-c516929bc7ba",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -660,
        -100
      ],
      "parameters": {
        "color": 2,
        "width": 700,
        "height": 200,
        "content": "## Search"
      },
      "typeVersion": 1
    },
    {
      "id": "c222c90e-1a9c-452d-b39e-28b515c702d4",
      "name": "Fields that can be requested",
      "type": "n8n-nodes-base.httpRequestTool",
      "position": [
        -520,
        -60
      ],
      "parameters": {
        "url": "=https://api.archive.org/search/v1/fields",
        "options": {},
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "toolDescription": "Fields that can be requested"
      },
      "credentials": {
        "httpHeaderAuth": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "a103db23-9047-4df6-adfa-f9d7edeb897d",
      "name": "Return relevance-based results from search queries",
      "type": "n8n-nodes-base.httpRequestTool",
      "position": [
        -320,
        -60
      ],
      "parameters": {
        "url": "=https://api.archive.org/search/v1/organic",
        "options": {},
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "toolDescription": "Return relevance-based results from search queries"
      },
      "typeVersion": 4.2
    },
    {
      "id": "041959d1-3b3e-491a-8cfb-38e8aeb96a98",
      "name": "Scrape search results from Internet Archive, allowing a scro",
      "type": "n8n-nodes-base.httpRequestTool",
      "position": [
        -120,
        -60
      ],
      "parameters": {
        "url": "=https://api.archive.org/search/v1/scrape",
        "options": {},
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "toolDescription": "Scrape search results from Internet Archive, allowing a scrolling cursor"
      },
      "typeVersion": 4.2
    }
  ],
  "active": false,
  "shared": [
    {
      "role": "workflow:owner",
      "project": {
        "id": "G5fce9xGuBAsWBXe",
        "icon": null,
        "name": "David Ashby <david.ashby.lds@gmail.com>",
        "type": "personal",
        "createdAt": "2025-06-04T02:55:02.013Z",
        "updatedAt": "2025-06-04T02:56:01.361Z",
        "projectRelations": [
          {
            "role": "project:personalOwner",
            "user": {
              "id": "715c1c00-cb48-4712-9a32-f1f4b6db2b30",
              "role": "global:owner",
              "email": "david.ashby.lds@gmail.com",
              "disabled": false,
              "lastName": "Ashby",
              "settings": {
                "npsSurvey": {
                  "responded": true,
                  "lastShownAt": 1749357655581
                },
                "userActivated": true,
                "userActivatedAt": 1749075994495,
                "easyAIWorkflowOnboarded": true,
                "firstSuccessfulWorkflowId": "3N3vVikZb3MckFYm"
              },
              "createdAt": "2025-06-04T02:55:01.745Z",
              "firstName": "David",
              "isPending": false,
              "updatedAt": "2025-06-08T04:40:58.399Z",
              "mfaEnabled": false,
              "personalizationAnswers": {
                "version": "v4",
                "personalization_survey_n8n_version": "1.95.3",
                "personalization_survey_submitted_at": "2025-06-04T02:56:07.075Z"
              }
            },
            "userId": "715c1c00-cb48-4712-9a32-f1f4b6db2b30",
            "createdAt": "2025-06-04T02:55:02.013Z",
            "projectId": "G5fce9xGuBAsWBXe",
            "updatedAt": "2025-06-04T02:55:02.013Z"
          }
        ]
      },
      "createdAt": "2025-07-01T21:14:57.409Z",
      "projectId": "G5fce9xGuBAsWBXe",
      "updatedAt": "2025-07-01T21:14:57.409Z",
      "workflowId": "XQ22A0P7IWWUsraU"
    }
  ],
  "settings": {
    "timezone": "America/New_York"
  },
  "createdAt": "2025-07-01T21:14:57.407Z",
  "updatedAt": "2025-07-01T21:16:28.000Z",
  "versionId": "b7130016-0fad-4daf-8174-967d453a6345",
  "isArchived": false,
  "staticData": null,
  "connections": {
    "Fields that can be requested": {
      "ai_tool": [
        [
          {
            "node": "Search Services MCP Server",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Return relevance-based results from search queries": {
      "ai_tool": [
        [
          {
            "node": "Search Services MCP Server",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Scrape search results from Internet Archive, allowing a scro": {
      "ai_tool": [
        [
          {
            "node": "Search Services MCP Server",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    }
  },
  "triggerCount": 0
}

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

Pro

For the full experience including quality scoring and batch install features for each workflow upgrade to Pro

About this workflow

Complete MCP server exposing 3 Search Services API operations to AI agents.

Source: https://n8n.io/workflows/5535/ — original creator credit. Request a take-down →

More AI & RAG workflows → · Browse all categories →

Related workflows

Workflows that share integrations, category, or trigger type with this one. All free to copy and import.

AI & RAG

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creator?

Mcp Trigger, HTTP Request Tool
AI & RAG

Complete MCP server exposing 4 AWS Cost and Usage Report Service API operations to AI agents.

Mcp Trigger, HTTP Request Tool
AI & RAG

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creator?

Mcp Trigger, HTTP Request Tool
AI & RAG

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creator?

Mcp Trigger, HTTP Request Tool
AI & RAG

Need help? Want access to this workflow + many more paid workflows + live Q&A sessions with a top verified n8n creator?

Mcp Trigger, HTTP Request Tool