Xpersona

Crawler Summary

shopify-mcp-complete answer-first brief

Comprehensive MCP Server for Shopify GraphQL Admin API - 40 tools for products, orders, customers, inventory, analytics, and more shopify-mcp-complete A comprehensive Model Context Protocol (MCP) server for Shopify's GraphQL Admin API. Provides **44 tools** for managing products, orders, customers, inventory, analytics, discounts, collections, themes, and more. Features - **44 MCP Tools** covering all major Shopify operations - **Full CRUD Support** for products, customers, orders, and more - **Inventory Management** - adjust, set, transfer, an Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

shopify-mcp-complete is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Agent DossierGitHubSafety: 100/100

shopify-mcp-complete

Comprehensive MCP Server for Shopify GraphQL Admin API - 40 tools for products, orders, customers, inventory, analytics, and more shopify-mcp-complete A comprehensive Model Context Protocol (MCP) server for Shopify's GraphQL Admin API. Provides **44 tools** for managing products, orders, customers, inventory, analytics, discounts, collections, themes, and more. Features - **44 MCP Tools** covering all major Shopify operations - **Full CRUD Support** for products, customers, orders, and more - **Inventory Management** - adjust, set, transfer, an

MCPverified

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal1 GitHub stars

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

1 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Hishamalhadi

Artifacts

0

Benchmarks

0

Last release

1.0.0

Executive Summary

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

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/hishamalhadi/shopify-mcp-complete.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

Hishamalhadi

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key, oauth

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Feb 24, 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

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

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

bash

npm install shopify-mcp-complete

bash

npx shopify-mcp-complete --clientId=YOUR_CLIENT_ID --clientSecret=YOUR_SECRET --domain=your-store.myshopify.com

env

# OAuth Mode (Recommended)
SHOPIFY_CLIENT_ID=your_client_id
SHOPIFY_CLIENT_SECRET=shpss_your_client_secret
MYSHOPIFY_DOMAIN=your-store.myshopify.com

# Legacy Mode (Deprecated)
# SHOPIFY_ACCESS_TOKEN=shpat_your_access_token
# MYSHOPIFY_DOMAIN=your-store.myshopify.com

bash

# OAuth Mode
npx shopify-mcp-complete \
  --clientId=your_client_id \
  --clientSecret=shpss_your_client_secret \
  --domain=your-store.myshopify.com

# Legacy Mode
npx shopify-mcp-complete \
  --accessToken=shpat_your_access_token \
  --domain=your-store.myshopify.com

json

{
  "mcpServers": {
    "shopify": {
      "command": "npx",
      "args": ["shopify-mcp-complete"],
      "env": {
        "SHOPIFY_CLIENT_ID": "your_client_id",
        "SHOPIFY_CLIENT_SECRET": "shpss_your_client_secret",
        "MYSHOPIFY_DOMAIN": "your-store.myshopify.com"
      }
    }
  }
}

text

read_products,write_products,read_orders,write_orders,read_customers,write_customers,read_inventory,write_inventory,read_reports,read_discounts,write_discounts,read_price_rules,write_price_rules,read_fulfillments,write_fulfillments,read_draft_orders,write_draft_orders,read_locations,read_themes,write_themes

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Comprehensive MCP Server for Shopify GraphQL Admin API - 40 tools for products, orders, customers, inventory, analytics, and more shopify-mcp-complete A comprehensive Model Context Protocol (MCP) server for Shopify's GraphQL Admin API. Provides **44 tools** for managing products, orders, customers, inventory, analytics, discounts, collections, themes, and more. Features - **44 MCP Tools** covering all major Shopify operations - **Full CRUD Support** for products, customers, orders, and more - **Inventory Management** - adjust, set, transfer, an

Full README

shopify-mcp-complete

A comprehensive Model Context Protocol (MCP) server for Shopify's GraphQL Admin API. Provides 44 tools for managing products, orders, customers, inventory, analytics, discounts, collections, themes, and more.

Features

  • 44 MCP Tools covering all major Shopify operations
  • Full CRUD Support for products, customers, orders, and more
  • Inventory Management - adjust, set, transfer, and track stock levels
  • ShopifyQL Analytics - run custom analytics queries for sales, customers, products
  • Theme Access - read and modify theme files (templates, sections, assets)
  • TypeScript with full type safety and Zod validation
  • Latest Shopify API - Uses GraphQL Admin API version 2026-01

Tools Overview

| Category | Tools | Description | |----------|-------|-------------| | Products | 8 | CRUD, variants, images, metafields | | Orders | 7 | List, update, cancel, draft orders, fulfillment | | Customers | 6 | CRUD, order history | | Inventory | 6 | Get levels, adjust, set, bulk adjust, transfer | | Analytics | 4 | ShopifyQL queries, sales reports, product performance | | Discounts | 4 | Create, list, update, delete discount codes | | Collections | 3 | List, products, create/update | | Themes | 4 | List themes, read/write theme files | | Shop | 2 | Store info, locations |

Installation

npm install shopify-mcp-complete

Or run directly with npx:

npx shopify-mcp-complete --clientId=YOUR_CLIENT_ID --clientSecret=YOUR_SECRET --domain=your-store.myshopify.com

Authentication

OAuth Mode (Recommended)

As of January 1, 2026, Shopify requires OAuth client credentials for custom apps. This server supports automatic token refresh (tokens expire every 24 hours).

  1. Go to your Shopify Partners Dashboard
  2. Navigate to Apps → Your App → Client credentials
  3. Copy your Client ID and Client Secret

Legacy Mode

If you have an existing static access token (shpat_...), you can still use it, but this method is deprecated.

Configuration

Option 1: Environment Variables (Recommended)

Create a .env file:

# OAuth Mode (Recommended)
SHOPIFY_CLIENT_ID=your_client_id
SHOPIFY_CLIENT_SECRET=shpss_your_client_secret
MYSHOPIFY_DOMAIN=your-store.myshopify.com

# Legacy Mode (Deprecated)
# SHOPIFY_ACCESS_TOKEN=shpat_your_access_token
# MYSHOPIFY_DOMAIN=your-store.myshopify.com

Option 2: Command Line Arguments

# OAuth Mode
npx shopify-mcp-complete \
  --clientId=your_client_id \
  --clientSecret=shpss_your_client_secret \
  --domain=your-store.myshopify.com

# Legacy Mode
npx shopify-mcp-complete \
  --accessToken=shpat_your_access_token \
  --domain=your-store.myshopify.com

Option 3: Claude Desktop Configuration

Add to your Claude Desktop config:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "shopify": {
      "command": "npx",
      "args": ["shopify-mcp-complete"],
      "env": {
        "SHOPIFY_CLIENT_ID": "your_client_id",
        "SHOPIFY_CLIENT_SECRET": "shpss_your_client_secret",
        "MYSHOPIFY_DOMAIN": "your-store.myshopify.com"
      }
    }
  }
}

Required Shopify Scopes

Configure your app in the Shopify Partners Dashboard with these scopes.

Quick Copy-Paste (All Scopes)

read_products,write_products,read_orders,write_orders,read_customers,write_customers,read_inventory,write_inventory,read_reports,read_discounts,write_discounts,read_price_rules,write_price_rules,read_fulfillments,write_fulfillments,read_draft_orders,write_draft_orders,read_locations,read_themes,write_themes

Scopes by Feature

| Feature | Scopes Required | |---------|-----------------| | Products | read_products, write_products | | Orders | read_orders, write_orders | | Customers | read_customers, write_customers | | Inventory | read_inventory, write_inventory | | Analytics/ShopifyQL | read_reports | | Discounts | read_discounts, write_discounts, read_price_rules, write_price_rules | | Fulfillment | read_fulfillments, write_fulfillments | | Draft Orders | read_draft_orders, write_draft_orders | | Locations | read_locations | | Themes | read_themes, write_themes |

Minimum Scopes (Read-Only)

If you only need read access:

read_products,read_orders,read_customers,read_inventory,read_reports,read_discounts,read_price_rules,read_fulfillments,read_draft_orders,read_locations,read_themes

Important:

  • The read_reports scope is required for ShopifyQL-based analytics tools (sales-report, shopifyql-query, product-performance). Without it, these tools will return access denied errors.
  • The write_themes scope requires an exemption from Shopify for production apps. Request exemption here.

Tool Reference

Products

| Tool | Description | |------|-------------| | get-products | List products with search/filter | | get-product-by-id | Get detailed product info | | create-product | Create new product | | update-product | Update product attributes | | delete-product | Delete product | | manage-variants | Create/update/delete variants | | manage-images | Add/remove product images | | manage-metafields | Set/delete metafields |

Orders

| Tool | Description | |------|-------------| | get-orders | List orders with filters | | get-order-by-id | Get detailed order info | | update-order | Update order note, tags, etc. | | cancel-order | Cancel an order | | create-draft-order | Create draft order | | complete-draft-order | Convert draft to order | | fulfill-order | Create fulfillment |

Customers

| Tool | Description | |------|-------------| | get-customers | List customers | | get-customer-by-id | Get customer details | | create-customer | Create new customer | | update-customer | Update customer | | delete-customer | Delete customer | | get-customer-orders | Get customer's orders |

Inventory

| Tool | Description | |------|-------------| | get-inventory-levels | Get stock levels | | adjust-inventory | Adjust quantity (delta) | | set-inventory | Set to specific quantity | | bulk-adjust-inventory | Adjust multiple items | | get-locations | List locations | | transfer-inventory | Move between locations |

Analytics

| Tool | Description | |------|-------------| | shopifyql-query | Execute custom ShopifyQL | | sales-report | Sales analytics by period | | customer-segments | Customer insights | | product-performance | Top products by sales |

Discounts

| Tool | Description | |------|-------------| | create-discount | Create discount code | | get-discounts | List discounts | | update-discount | Update discount | | delete-discount | Delete discount |

Collections

| Tool | Description | |------|-------------| | get-collections | List collections | | get-collection-products | Products in collection | | manage-collection | Create/update collection |

Themes

| Tool | Description | |------|-------------| | get-themes | List all themes (published, drafts, dev) | | get-theme-files | Read theme files (templates, sections, assets) | | update-theme-files | Create or update theme files | | delete-theme-files | Delete theme files |

Shop

| Tool | Description | |------|-------------| | get-shop-info | Store configuration | | get-shop-locations | Fulfillment locations |

Usage Examples

Once connected to Claude, you can use natural language to interact with your Shopify store:

  • "List all my active products" - Uses get-products tool
  • "Show me products with low inventory" - Uses get-inventory-levels tool
  • "What are my sales for the last 30 days?" - Uses sales-report tool
  • "Add 50 units to product X inventory" - Uses adjust-inventory tool
  • "Create a 20% discount code SUMMER20" - Uses create-discount tool

Development

# Install dependencies
npm install

# Development mode with hot reload
npm run dev

# Build
npm run build

# Run tests
npm test

# Type check
npm run typecheck

License

MIT

Contributing

Contributions are welcome! Please open an issue or pull request.

Contract & API

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

Verifiedcapability-contract

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

ready

Auth

mcp, api_key, oauth

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/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

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.

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

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ShortlistLens

Structured website and review evidence for AI-assisted local-business shortlisting.

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Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key",
    "oauth"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/hishamalhadi/shopify-mcp-complete#input",
  "outputSchemaRef": "https://github.com/hishamalhadi/shopify-mcp-complete#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:52.145Z",
  "sourceUpdatedAt": "2026-02-24T19:46:52.145Z",
  "freshnessSeconds": 19623086
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-10-09T22:38:18.384Z"
    }
  },
  "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": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "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"
    },
    {
      "key": "e-commerce",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "admin-api",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "inventory",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "analytics",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract 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 capability:e-commerce|supported|profile capability:admin-api|supported|profile capability:inventory|supported|profile capability:analytics|supported|profile capability:cli|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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:52.145Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key, oauth",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:52.145Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/hishamalhadi/shopify-mcp-complete#input",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:52.145Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Hishamalhadi",
    "href": "https://github.com/hishamalhadi/shopify-mcp-complete",
    "sourceUrl": "https://github.com/hishamalhadi/shopify-mcp-complete",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/hishamalhadi/shopify-mcp-complete",
    "sourceUrl": "https://github.com/hishamalhadi/shopify-mcp-complete",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-hishamalhadi-shopify-mcp-complete/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
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    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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