Crawler Summary

sfcc-dev-mcp answer-first brief

MCP server for Salesforce B2C Commerce Cloud development assistance including logs, debugging, and development tools SFCC Development MCP Server $1 $1 An AI-powered Model Context Protocol (MCP) server that provides comprehensive access to Salesforce B2C Commerce Cloud development tools, documentation, and runtime diagnostics. โœจ Key Features - **๐Ÿ” Complete SFCC Documentation Access** - Search and explore all SFCC API classes and methods - **๐Ÿ—๏ธ SFRA Documentation** - Enhanced access to Storefront Reference Architecture documentatio Capability contract not published. No trust telemetry is available yet. 21 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

sfcc-dev-mcp is best for mcp, salesforce, commerce-cloud 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

sfcc-dev-mcp

MCP server for Salesforce B2C Commerce Cloud development assistance including logs, debugging, and development tools SFCC Development MCP Server $1 $1 An AI-powered Model Context Protocol (MCP) server that provides comprehensive access to Salesforce B2C Commerce Cloud development tools, documentation, and runtime diagnostics. โœจ Key Features - **๐Ÿ” Complete SFCC Documentation Access** - Search and explore all SFCC API classes and methods - **๐Ÿ—๏ธ SFRA Documentation** - Enhanced access to Storefront Reference Architecture documentatio

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals21 GitHub stars

Capability contract not published. No trust telemetry is available yet. 21 GitHub stars reported by the source. Last updated 2/25/2026.

21 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Taurgis

Artifacts

0

Benchmarks

0

Last release

1.0.21

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. 21 GitHub stars reported by the source. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/taurgis/sfcc-dev-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

Taurgis

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

Protocol compatibility

MCP

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

Adoption signal

21 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": {
    "sfcc-dev": {
      "command": "npx",
      "args": ["sfcc-dev-mcp"]
    }
  }
}

json

{
  "mcpServers": {
    "sfcc-dev": {
      "command": "npx",
      "args": ["sfcc-dev-mcp", "--dw-json", "/path/to/your/dw.json"]
    }
  }
}

json

{
  "hostname": "your-instance.sandbox.us01.dx.commercecloud.salesforce.com",
  "username": "your-username",
  "password": "your-password", 
  "client-id": "your-client-id",
  "client-secret": "your-client-secret"
}

json

{
  "mcpServers": {
    "sfcc-dev": {
      "command": "npx",
      "args": ["sfcc-dev-mcp"]
    }
  }
}

bash

# Test the server
npx -y sfcc-dev-mcp

# Use with your configuration
npx -y sfcc-dev-mcp --dw-json /path/to/your/dw.json

bash

npm install -g sfcc-dev-mcp
sfcc-dev-mcp --dw-json /path/to/your/dw.json

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 Salesforce B2C Commerce Cloud development assistance including logs, debugging, and development tools SFCC Development MCP Server $1 $1 An AI-powered Model Context Protocol (MCP) server that provides comprehensive access to Salesforce B2C Commerce Cloud development tools, documentation, and runtime diagnostics. โœจ Key Features - **๐Ÿ” Complete SFCC Documentation Access** - Search and explore all SFCC API classes and methods - **๐Ÿ—๏ธ SFRA Documentation** - Enhanced access to Storefront Reference Architecture documentatio

Full README

SFCC Development MCP Server

npm version License: MIT

An AI-powered Model Context Protocol (MCP) server that provides comprehensive access to Salesforce B2C Commerce Cloud development tools, documentation, and runtime diagnostics.

โœจ Key Features

  • ๐Ÿ” Complete SFCC Documentation Access - Search and explore all SFCC API classes and methods
  • ๐Ÿ—๏ธ SFRA Documentation - Enhanced access to Storefront Reference Architecture documentation
  • ๐Ÿงฑ ISML Template Reference - Complete ISML element documentation with examples and usage guidance
  • ๐Ÿ“Š Log Analysis Tools - Real-time error monitoring, debugging, and job log analysis for SFCC instances
  • โš™๏ธ System Object Definitions - Explore custom attributes and site preferences
  • ๐Ÿงช Script Debugger - Execute and inspect script-debugger endpoints in credentialed mode
  • ๐Ÿš€ Cartridge Generation - Automated cartridge structure creation with workspace-bound path safety (writes stay inside workspace roots, or current working directory fallback when roots are unavailable; home-directory fallback is blocked)
  • ๐Ÿงฉ Agent Skill Bootstrap - Install or merge AGENTS.md and bundled skills into the current project or a temp directory for AI assistants
  • โœ… Tool Argument Validation - Runtime schema validation enforces required fields, type checks, enum constraints, integer/numeric bounds, and strict unknown-key checks for object schemas (top-level and nested) before handler execution
  • โฑ๏ธ MCP Progress + Cancellation - Tool calls honor request cancellation signals and emit out-of-band notifications/progress updates when clients provide a progressToken

๐Ÿš€ Quick Start

Option 1: Documentation-Only Mode (No SFCC credentials needed)

{
  "mcpServers": {
    "sfcc-dev": {
      "command": "npx",
      "args": ["sfcc-dev-mcp"]
    }
  }
}

Option 2: Full Mode (With SFCC credentials for log and job analysis)

{
  "mcpServers": {
    "sfcc-dev": {
      "command": "npx",
      "args": ["sfcc-dev-mcp", "--dw-json", "/path/to/your/dw.json"]
    }
  }
}

Create a dw.json file with your SFCC credentials. You can use either auth mode (or both):

  • Basic auth: username + password
  • OAuth: client-id + client-secret
{
  "hostname": "your-instance.sandbox.us01.dx.commercecloud.salesforce.com",
  "username": "your-username",
  "password": "your-password", 
  "client-id": "your-client-id",
  "client-secret": "your-client-secret"
}

At least one complete credential pair is required when hostname is set. If credentials are provided, hostname is also required.

Option 3: Auto-Discovery (Recommended for VS Code users)

Simply open a VS Code workspace that contains a dw.json file - the server will automatically discover and use it:

{
  "mcpServers": {
    "sfcc-dev": {
      "command": "npx",
      "args": ["sfcc-dev-mcp"]
    }
  }
}

๐Ÿ”ง Configuration Discovery Priority

The server discovers SFCC credentials in this order (highest priority first):

| Priority | Source | Description | |----------|--------|-------------| | 1 | --dw-json CLI parameter | Explicit path to dw.json file | | 2 | Environment variables | SFCC_HOSTNAME, SFCC_USERNAME, SFCC_PASSWORD, SFCC_CLIENT_ID, SFCC_CLIENT_SECRET | | 3 | MCP workspace roots | Automatically discovers dw.json in your VS Code workspace folder(s), and refreshes when the client sends notifications/roots/list_changed |

Note: The server no longer searches the current working directory by default, as MCP servers often start with cwd set to the user's home directory. The MCP workspace roots mechanism provides reliable project context.

๐ŸŽฏ Operating Modes

| Mode | Tools Available | SFCC Credentials Required | |------|----------------|---------------------------| | Documentation-Only | 18 tools | โŒ No | | Full Mode | 40 tools | โœ… Yes |

Documentation-Only Mode

Perfect for learning and development, no SFCC instance required:

  • Complete SFCC API documentation (5 tools)
  • SFRA documentation (5 tools)
  • ISML template documentation (5 tools)
  • Cartridge generation (1 tool, writes constrained to workspace roots/cwd)
  • Agent instruction bootstrap (2 tools) to copy/merge AGENTS.md and skills, or disable future prompts

Full Mode

Complete development experience with live SFCC instance access:

  • All documentation-only features (18 tools)
  • Real-time log analysis and job logs (13 tools)
  • System object definitions (6 tools)
  • Code version management (2 tools)
  • Script debugger operations (1 tool)

๐Ÿ—๏ธ Architecture Overview

This server is built around a capability-gated, modular handler architecture that cleanly separates tool routing from domain logic:

Core Layers

  • Tool Schemas (src/core/tool-schemas/): Modular, category-based tool definitions (documentation, SFRA, ISML, logs, job logs, system objects, cartridge, code versions, agent instructions, script debugger). Re-exported via tool-definitions.ts.
  • Server Orchestration Modules (src/core/server-tool-catalog.ts, src/core/server-tool-call-lifecycle.ts, src/core/server-workspace-discovery.ts): Keeps server.ts focused by extracting capability-aware tool catalog logic, tools/call lifecycle (progress/cancellation/preflight), and workspace roots reconfiguration flow.
  • Tool Argument Validator (src/core/tool-argument-validator.ts): Enforces runtime argument shape at the MCP boundary for all tools (required fields, primitive/object/array types, enum checks, integer/numeric ranges, string patterns/length, and strict unknown-key checks for object schemas at top-level and nested levels) before tool dispatch.
  • OCAPI Query Coverage (src/core/tool-schemas/shared-schemas.ts): Shared search schemas include text_query, term_query, bool_query, filtered_query, and match_all_query so MCP boundary validation aligns with supported OCAPI query patterns.
  • Handlers (src/core/handlers/): Each category has a handler extending a common base for timing, structured logging, and error normalization, with config-driven wiring via ConfiguredClientHandler to reduce repetitive boilerplate (e.g. log-handler, docs-handler, isml-handler, system-object-handler).
  • Clients (src/clients/): Encapsulate domain operations (OCAPI, SFRA docs, ISML docs, modular log analysis, script debugger, cartridge generation, agent-instruction sync). Handlers delegate to these so orchestration and computation remain separate.
  • Services (src/services/): Dependency-injected abstractions for filesystem and path operations โ€” improves testability and isolates side effects.
  • Modular Log System (src/clients/logs/): Reader (range/tail optimization), discovery, processor (line โ†’ structured entry), analyzer (patterns & health), formatter (human output) for maintainable evolution.
  • Configuration Factory (src/config/configuration-factory.ts): Determines capabilities (canAccessLogs, canAccessOCAPI) based on provided credentials and filters exposed tools accordingly (principle of least privilege).
  • Shared Credential Validation (src/config/credential-validation.ts): Centralizes auth-pair completeness and hostname-format validation for both dw.json loading and runtime configuration creation.
  • Call-time Capability Guarding (src/core/server.ts): Rejects execution of tools that are unavailable in the current mode, so hidden tools are not callable via direct tools/call requests.
  • Call Lifecycle Signals (src/core/server.ts): tools/call handling supports cancellation via request abort signals and emits best-effort progress notifications when the caller provides _meta.progressToken.
  • Tool Error Sanitization (src/core/tool-error-response.ts): Sanitizes upstream execution errors before returning MCP tool responses, reducing accidental leakage of backend payload details.
  • Runtime WebDAV Verification (src/core/server.ts): For OAuth-only configurations (client-id/client-secret without username/password), log/job-log/script-debugger tool exposure is gated by a one-time WebDAV capability probe to avoid false-positive tool availability.
  • CLI Option Helpers (src/config/cli-options.ts): Centralizes command-line parsing and environment credential detection for predictable startup behavior.
  • Shared Path Security Policy (src/config/path-security-policy.ts): Reuses allow/block path rules across workspace-root discovery and secure dw.json loading.
  • Shared Abort Utility (src/utils/abort-utils.ts): Centralized timeout and abort-signal composition used by HTTP and debugger clients for consistent cancellation semantics and timer cleanup.

Why This Matters

  • Extensibility: Adding a new tool usually means adding a schema + minimal handler logic (or a new handler if a new domain).
  • Security: Tools that require credentials are never exposed when capability flags are false.
  • Testability: Unit tests target clients & modules; integration/MCP tests validate handler routing and response structure.
  • Performance: Tail log reads + lightweight caching (cache.ts, log-cache.ts) reduce unnecessary I/O.

Adding a New Tool (High-Level)

  1. Add schema to the appropriate file in src/core/tool-schemas/ (or create new file for new category).
  2. Export new schema from src/core/tool-schemas/index.ts if adding a new file.
  3. Implement domain logic in a client/service (avoid bloating handlers).
  4. Extend an existing handler or create a new one if it's a new category.
  5. (Only for a new category) register the new handler inside registerHandlers() in server.ts.
  6. Discover actual response shape with npx aegis query before writing tests.
  7. Add Jest unit tests + YAML MCP tests (docs vs full mode if credentials required).
  8. Update documentation (AGENTS.md + README counts if changed).

For a deeper internal view, see the Development Guide in the docs site.

๐Ÿค– AI Interface Setup

Choose your preferred AI assistant:

| Interface | Best For | Setup Guide | |-----------|----------|-------------| | Claude Desktop | Multi-turn conversations, debugging | ๐Ÿ“– Setup Guide | | GitHub Copilot | VS Code integration, inline suggestions | ๐Ÿ“– Setup Guide | | Cursor | Modern AI-powered editor | ๐Ÿ“– Setup Guide |

๐Ÿ“ฆ Installation

Using npx (Recommended)

Tip: Add -y (or --yes) to suppress the interactive prompt npx shows before downloading a package. This prevents AI clients (Claude Desktop, Copilot, Cursor) from hanging waiting for confirmation.

# Test the server
npx -y sfcc-dev-mcp

# Use with your configuration
npx -y sfcc-dev-mcp --dw-json /path/to/your/dw.json

Global Installation

npm install -g sfcc-dev-mcp
sfcc-dev-mcp --dw-json /path/to/your/dw.json

๐Ÿ› Debug Mode & Logging

Enable Debug Logging

# Enable debug mode for detailed logging
npx -y sfcc-dev-mcp --debug

# Or with configuration file
npx -y sfcc-dev-mcp --dw-json /path/to/your/dw.json --debug

--debug accepts true/false, 1/0, or yes/no. Invalid values fail fast with a clear error message.

Log File Locations

The server writes logs to your system's temporary directory:

  • macOS: /var/folders/{user-id}/T/sfcc-mcp-logs/
  • Linux: /tmp/sfcc-mcp-logs/
  • Windows: %TEMP%\sfcc-mcp-logs\

Log Files Created:

  • sfcc-mcp-info.log - General application logs and startup messages
  • sfcc-mcp-debug.log - Detailed debug information (only when --debug is enabled)
  • sfcc-mcp-error.log - Error messages and stack traces
  • sfcc-mcp-warn.log - Warning messages

Finding Your Log Directory

// The exact path varies by system - to find yours:
node -e "console.log(require('os').tmpdir() + '/sfcc-mcp-logs')"

๐Ÿงช Release Validation (Maintainers)

The publish workflow runs MCP tests against the just-published npm artifact (npx sfcc-dev-mcp@<version>) before publishing to the MCP Registry.

You can run the same validation locally:

# Ensure docs-site tool catalog stays in sync with runtime tool definitions
npm run validate:tools-sync

# Ensure docs-site skills catalog stays in sync with bundled skills
npm run validate:skills-sync

# Ensure MCP registry metadata stays in sync with package.json
npm run validate:server-json

# In a separate terminal, start the mock server first for full-mode MCP tests
npm run test:mock-server:start

# Uses latest published version by default
npm run test:mcp:published-npx

# Or pin a specific published version
bash ./scripts/test-published-npx.sh 1.0.21

In GitHub Actions, the publish workflow manages the mock server lifecycle automatically.

๐Ÿ“– Documentation

๐Ÿ“š Complete Documentation - Comprehensive guides and references

Documentation source lives in docs-site-v2/ (VitePress). The legacy React site remains in docs-site/.

Quick Links:

๐Ÿ› ๏ธ Example AI Interactions

๐Ÿง‘โ€๐Ÿ’ป "Create a new SFCC controller for product search"
๐Ÿค– Generates complete controller with proper imports, route handling, and SFRA patterns

๐Ÿง‘โ€๐Ÿ’ป "What's wrong with my checkout flow? Check the logs"  
๐Ÿค– Analyzes recent error logs, identifies issues, and suggests fixes

๐Ÿง‘โ€๐Ÿ’ป "Show me how to implement OCAPI hooks for order validation"
๐Ÿค– Retrieves related SFCC classes and methods, then proposes a concrete hook implementation pattern

๐Ÿ”’ Security Notes

  • Local Development Focus: Designed for individual developer use on local machines
  • Credential Protection: dw.json files should never be committed to version control
  • Network Security: All API calls use HTTPS with proper authentication
  • No Data Storage: Server doesn't persist any SFCC data locally

๐Ÿ”ฎ Future Plans

We're continuously improving the SFCC Development MCP Server with exciting new features planned:

๐ŸŽฏ Upcoming Enhancements

  • ๐Ÿง  Smarter Log Fetching - Enhanced log analysis with intelligent filtering, pattern recognition, and contextual error correlation
  • ๐Ÿš€ Deployment Tools - Integration with SFCC deployment processes and code version management

๐Ÿค We Welcome Your Contributions!

Have ideas for new features or improvements? We'd love to hear from you!

  • ๐Ÿ’ก Feature Requests: Open an issue to discuss your ideas
  • ๐Ÿ› Bug Reports: Help us improve by reporting any issues you encounter
  • ๐Ÿ”ง Pull Requests: Contribute code, documentation, or examples
  • ๐Ÿ“š Documentation: Help expand our guides and best practices

Check out our Contributing Guide to get started, or browse our open issues to see where you can help.

Your expertise and feedback make this tool better for the entire SFCC community!

๐Ÿค Contributing

We welcome contributions! Please see our Contributing Guide for details.

๐Ÿ“„ License

This project is licensed under the MIT License - see the LICENSE file for details.


๐Ÿš€ Ready to supercharge your SFCC development with AI?

๐Ÿ“– Get Started with the Full Documentation

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-taurgis-sfcc-dev-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-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-taurgis-sfcc-dev-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-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": "2026-04-17T06:20:28.108Z"
    }
  },
  "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": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "salesforce",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "commerce-cloud",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "sfcc",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "development",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "logs",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "debugging",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "webdav",
      "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|unknown|profile capability:mcp|supported|profile capability:salesforce|supported|profile capability:commerce-cloud|supported|profile capability:sfcc|supported|profile capability:development|supported|profile capability:logs|supported|profile capability:debugging|supported|profile capability:webdav|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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Taurgis",
    "href": "https://github.com/taurgis/sfcc-dev-mcp#readme",
    "sourceUrl": "https://github.com/taurgis/sfcc-dev-mcp#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:02:38.073Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-mcp/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:02:38.073Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "21 GitHub stars",
    "href": "https://github.com/taurgis/sfcc-dev-mcp",
    "sourceUrl": "https://github.com/taurgis/sfcc-dev-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:02:38.073Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-taurgis-sfcc-dev-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.",
    "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
  }
]

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