Crawler Summary

shopify-mcp answer-first brief

MCP Server for Shopify API, enabling interaction with store data through GraphQL API Shopify MCP Server (please leave a star if you like!) MCP Server for Shopify API, enabling interaction with store data through GraphQL API. This server provides tools for managing products, customers, orders, and more. **๐Ÿ“ฆ Package Name: shopify-mcp** **๐Ÿš€ Command: shopify-mcp (NOT shopify-mcp-server)** <a href="https://glama.ai/mcp/servers/@GeLi2001/shopify-mcp"> <img width="380" height="200" src="https://glama.ai/m Capability contract not published. No trust telemetry is available yet. 134 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

shopify-mcp is best for shopify, mcp, model-context-protocol workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 100/100

shopify-mcp

MCP Server for Shopify API, enabling interaction with store data through GraphQL API Shopify MCP Server (please leave a star if you like!) MCP Server for Shopify API, enabling interaction with store data through GraphQL API. This server provides tools for managing products, customers, orders, and more. **๐Ÿ“ฆ Package Name: shopify-mcp** **๐Ÿš€ Command: shopify-mcp (NOT shopify-mcp-server)** <a href="https://glama.ai/mcp/servers/@GeLi2001/shopify-mcp"> <img width="380" height="200" src="https://glama.ai/m

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals134 GitHub stars

Capability contract not published. No trust telemetry is available yet. 134 GitHub stars reported by the source. Last updated 2/25/2026.

134 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Geli2001

Artifacts

0

Benchmarks

0

Last release

1.0.7

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 134 GitHub stars reported by the source. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/GeLi2001/shopify-mcp.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Geli2001

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

134 GitHub stars

profilemedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

json

{
  "mcpServers": {
    "shopify": {
      "command": "npx",
      "args": [
        "shopify-mcp",
        "--clientId",
        "<YOUR_CLIENT_ID>",
        "--clientSecret",
        "<YOUR_CLIENT_SECRET>",
        "--domain",
        "<YOUR_SHOP>.myshopify.com"
      ]
    }
  }
}

json

{
  "mcpServers": {
    "shopify": {
      "command": "npx",
      "args": [
        "shopify-mcp",
        "--accessToken",
        "<YOUR_ACCESS_TOKEN>",
        "--domain",
        "<YOUR_SHOP>.myshopify.com"
      ]
    }
  }
}

bash

claude mcp add shopify -- npx shopify-mcp \
  --clientId YOUR_CLIENT_ID \
  --clientSecret YOUR_CLIENT_SECRET \
  --domain your-store.myshopify.com

bash

claude mcp add shopify -- npx shopify-mcp \
  --accessToken YOUR_ACCESS_TOKEN \
  --domain your-store.myshopify.com

text

SHOPIFY_CLIENT_ID=your_client_id
   SHOPIFY_CLIENT_SECRET=your_client_secret
   MYSHOPIFY_DOMAIN=your-store.myshopify.com

text

SHOPIFY_ACCESS_TOKEN=your_access_token
   MYSHOPIFY_DOMAIN=your-store.myshopify.com

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

MCP Server for Shopify API, enabling interaction with store data through GraphQL API Shopify MCP Server (please leave a star if you like!) MCP Server for Shopify API, enabling interaction with store data through GraphQL API. This server provides tools for managing products, customers, orders, and more. **๐Ÿ“ฆ Package Name: shopify-mcp** **๐Ÿš€ Command: shopify-mcp (NOT shopify-mcp-server)** <a href="https://glama.ai/mcp/servers/@GeLi2001/shopify-mcp"> <img width="380" height="200" src="https://glama.ai/m

Full README

Shopify MCP Server

(please leave a star if you like!)

MCP Server for Shopify API, enabling interaction with store data through GraphQL API. This server provides tools for managing products, customers, orders, and more.

๐Ÿ“ฆ Package Name: shopify-mcp ๐Ÿš€ Command: shopify-mcp (NOT shopify-mcp-server)

<a href="https://glama.ai/mcp/servers/@GeLi2001/shopify-mcp"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@GeLi2001/shopify-mcp/badge" alt="Shopify MCP server" /> </a>

Features

  • Product Management: Full CRUD for products, variants, and options
  • Customer Management: Load customer data and manage customer tags
  • Order Management: Advanced order querying and filtering
  • GraphQL Integration: Direct integration with Shopify's GraphQL Admin API
  • Comprehensive Error Handling: Clear error messages for API and authentication issues

Prerequisites

  1. Node.js (version 18 or higher)
  2. A Shopify store with a custom app (see setup instructions below)

Setup

Authentication

This server supports two authentication methods:

Option 1: Client Credentials (Dev Dashboard apps, January 2026+)

As of January 1, 2026, new Shopify apps are created in the Dev Dashboard and use OAuth client credentials instead of static access tokens.

  1. From your Shopify admin, go to Settings > Apps and sales channels
  2. Click Develop apps > Build app in dev dashboard
  3. Create a new app and configure Admin API scopes:
    • read_products, write_products
    • read_customers, write_customers
    • read_orders, write_orders
  4. Install the app on your store
  5. Copy your Client ID and Client Secret from the app's API credentials

The server will automatically exchange these for an access token and refresh it before it expires (tokens are valid for ~24 hours).

Option 2: Static Access Token (legacy apps)

If you have an existing custom app with a static shpat_ access token, you can still use it directly.

Usage with Claude Desktop

Client Credentials (recommended):

{
  "mcpServers": {
    "shopify": {
      "command": "npx",
      "args": [
        "shopify-mcp",
        "--clientId",
        "<YOUR_CLIENT_ID>",
        "--clientSecret",
        "<YOUR_CLIENT_SECRET>",
        "--domain",
        "<YOUR_SHOP>.myshopify.com"
      ]
    }
  }
}

Static Access Token (legacy):

{
  "mcpServers": {
    "shopify": {
      "command": "npx",
      "args": [
        "shopify-mcp",
        "--accessToken",
        "<YOUR_ACCESS_TOKEN>",
        "--domain",
        "<YOUR_SHOP>.myshopify.com"
      ]
    }
  }
}

Locations for the Claude Desktop config file:

  • MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%/Claude/claude_desktop_config.json

Usage with Claude Code

Client Credentials:

claude mcp add shopify -- npx shopify-mcp \
  --clientId YOUR_CLIENT_ID \
  --clientSecret YOUR_CLIENT_SECRET \
  --domain your-store.myshopify.com

Static Access Token (legacy):

claude mcp add shopify -- npx shopify-mcp \
  --accessToken YOUR_ACCESS_TOKEN \
  --domain your-store.myshopify.com

Alternative: Run Locally with Environment Variables

If you prefer to use environment variables instead of command-line arguments:

  1. Create a .env file with your Shopify credentials:

    Client Credentials:

    SHOPIFY_CLIENT_ID=your_client_id
    SHOPIFY_CLIENT_SECRET=your_client_secret
    MYSHOPIFY_DOMAIN=your-store.myshopify.com
    

    Static Access Token (legacy):

    SHOPIFY_ACCESS_TOKEN=your_access_token
    MYSHOPIFY_DOMAIN=your-store.myshopify.com
    
  2. Run the server with npx:

    npx shopify-mcp
    

Direct Installation (Optional)

If you want to install the package globally:

npm install -g shopify-mcp

Then run it:

shopify-mcp --clientId=<ID> --clientSecret=<SECRET> --domain=<YOUR_SHOP>.myshopify.com

Additional Options

  • --apiVersion: Specify the Shopify API version (default: 2026-01). Can also be set via SHOPIFY_API_VERSION environment variable.

โš ๏ธ Important: If you see errors about "SHOPIFY_ACCESS_TOKEN environment variable is required" when using command-line arguments, you might have a different package installed. Make sure you're using shopify-mcp, not shopify-mcp-server.

Available Tools

Product Management

  1. get-products

    • Get all products or search by title
    • Inputs:
      • searchTitle (optional string): Filter products by title
      • limit (number): Maximum number of products to return
  2. get-product-by-id

    • Get a specific product by ID
    • Inputs:
      • productId (string): ID of the product to retrieve
  3. create-product

    • Create a new product. When using productOptions, Shopify registers all option values but only creates one default variant (first value of each option, price $0). Use manage-product-variants with strategy: REMOVE_STANDALONE_VARIANT afterward to create all real variants with prices.
    • Inputs:
      • title (string, required): Title of the product
      • descriptionHtml (string, optional): Description with HTML
      • handle (string, optional): URL slug. Auto-generated from title if omitted
      • vendor (string, optional): Vendor of the product
      • productType (string, optional): Type of the product
      • tags (array of strings, optional): Product tags
      • status (string, optional): "ACTIVE", "DRAFT", or "ARCHIVED". Default "DRAFT"
      • seo (object, optional): { title, description } for search engines
      • metafields (array of objects, optional): Custom metafields (namespace, key, value, type)
      • productOptions (array of objects, optional): Options to create inline, e.g. [{ name: "Size", values: [{ name: "S" }, { name: "M" }] }]. Max 3 options.
      • collectionsToJoin (array of strings, optional): Collection GIDs to add the product to
  4. update-product

    • Update an existing product's fields
    • Inputs:
      • id (string, required): Shopify product GID
      • title (string, optional): New title
      • descriptionHtml (string, optional): New description
      • handle (string, optional): New URL slug
      • vendor (string, optional): New vendor
      • productType (string, optional): New product type
      • tags (array of strings, optional): New tags (overwrites existing)
      • status (string, optional): "ACTIVE", "DRAFT", or "ARCHIVED"
      • seo (object, optional): { title, description } for search engines
      • metafields (array of objects, optional): Metafields to set or update
      • collectionsToJoin (array of strings, optional): Collection GIDs to add the product to
      • collectionsToLeave (array of strings, optional): Collection GIDs to remove the product from
      • redirectNewHandle (boolean, optional): If true, old handle redirects to new handle
  5. delete-product

    • Delete a product
    • Inputs:
      • id (string, required): Shopify product GID
  6. manage-product-options

    • Create, update, or delete product options (e.g. Size, Color)
    • Inputs:
      • productId (string, required): Shopify product GID
      • action (string, required): "create", "update", or "delete"
      • For action: "create":
        • options (array, required): Options to create, e.g. [{ name: "Size", values: ["S", "M", "L"] }]
      • For action: "update":
        • optionId (string, required): Option GID to update
        • name (string, optional): New name for the option
        • position (number, optional): New position
        • valuesToAdd (array of strings, optional): Values to add
        • valuesToDelete (array of strings, optional): Value GIDs to remove
      • For action: "delete":
        • optionIds (array of strings, required): Option GIDs to delete
  7. manage-product-variants

    • Create or update product variants in bulk
    • Inputs:
      • productId (string, required): Shopify product GID
      • strategy (string, optional): How to handle the default variant when creating. "DEFAULT" (removes "Default Title" automatically), "REMOVE_STANDALONE_VARIANT" (recommended for full control), or "PRESERVE_STANDALONE_VARIANT"
      • variants (array, required): Variants to create or update. Each variant:
        • id (string, optional): Variant GID for updates. Omit to create new
        • price (string, optional): Price, e.g. "49.00"
        • compareAtPrice (string, optional): Compare-at price for showing discounts
        • sku (string, optional): SKU (mapped to inventoryItem.sku)
        • tracked (boolean, optional): Whether inventory is tracked. Set false for print-on-demand
        • taxable (boolean, optional): Whether the variant is taxable
        • barcode (string, optional): Barcode
        • optionValues (array, optional): Option values, e.g. [{ optionName: "Size", name: "A4" }]
  8. delete-product-variants

    • Delete one or more variants from a product
    • Inputs:
      • productId (string, required): Shopify product GID
      • variantIds (array of strings, required): Variant GIDs to delete

Customer Management

  1. get-customers

    • Get customers or search by name/email
    • Inputs:
      • searchQuery (optional string): Filter customers by name or email
      • limit (optional number, default: 10): Maximum number of customers to return
  2. update-customer

    • Update a customer's information
    • Inputs:
      • id (string, required): Shopify customer ID (numeric ID only, like "6276879810626")
      • firstName (string, optional): Customer's first name
      • lastName (string, optional): Customer's last name
      • email (string, optional): Customer's email address
      • phone (string, optional): Customer's phone number
      • tags (array of strings, optional): Tags to apply to the customer
      • note (string, optional): Note about the customer
      • taxExempt (boolean, optional): Whether the customer is exempt from taxes
      • metafields (array of objects, optional): Customer metafields for storing additional data
  3. get-customer-orders

    • Get orders for a specific customer
    • Inputs:
      • customerId (string, required): Shopify customer ID (numeric ID only, like "6276879810626")
      • limit (optional number, default: 10): Maximum number of orders to return

Order Management

  1. get-orders

    • Get orders with optional filtering
    • Inputs:
      • status (optional string): Filter by order status
      • limit (optional number, default: 10): Maximum number of orders to return
  2. get-order-by-id

    • Get a specific order by ID
    • Inputs:
      • orderId (string, required): Full Shopify order ID (e.g., "gid://shopify/Order/6090960994370")
  3. update-order

    • Update an existing order with new information
    • Inputs:
      • id (string, required): Shopify order ID
      • tags (array of strings, optional): New tags for the order
      • email (string, optional): Update customer email
      • note (string, optional): Order notes
      • customAttributes (array of objects, optional): Custom attributes for the order
      • metafields (array of objects, optional): Order metafields
      • shippingAddress (object, optional): Shipping address information

Debugging

If you encounter issues, check Claude Desktop's MCP logs:

tail -n 20 -f ~/Library/Logs/Claude/mcp*.log

License

MIT

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T00:03:45.163Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "shopify",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "model-context-protocol",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "graphql",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "llm",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "claude",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:shopify|supported|profile capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:graphql|supported|profile capability:ai|supported|profile capability:llm|supported|profile capability:claude|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Geli2001",
    "href": "https://github.com/GeLi2001/shopify-mcp#readme",
    "sourceUrl": "https://github.com/GeLi2001/shopify-mcp#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:12:31.579Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:12:31.579Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "134 GitHub stars",
    "href": "https://github.com/GeLi2001/shopify-mcp",
    "sourceUrl": "https://github.com/GeLi2001/shopify-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:12:31.579Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-geli2001-shopify-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
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    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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