# sfgraph

> Use this tool when you need to create a local, privacy-first knowledge graph for your Salesforce organization, syncing data to a SQLite and vector index on your machine. It solves problems related to Apex, LWC, Flow, and integration development, security, and Vlocity/OmniStudio management by providing 26 tools for AI-driven reasoning. The sfgraph tool takes your Salesforce org data as input and outputs a locally-stored graph, exposing its capabilities to Cursor, Claude Code/Desktop, and VS Code interfaces.

Canonical page: https://skillsregistry.net/skills/ryanstark24-sfgraph  
JSON: https://api.skillsregistry.net/v1/skills/ryanstark24-sfgraph

## Description

A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your org to a SQLite + vector index on your machine and exposes 26 MCP tools to Cursor, Claude Code/Desktop, and VS Code, so the AI you already use can reason about Apex, LWC, Flow, Vlocity, OmniStudio, security, and integrations without your code or schema ever leaving your laptop.

## Trust

- **Trust score (0–1):** 0.87
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/uzvsafn8m5)
- **Repository:** <https://github.com/ryanStark24/sfgraph>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ryanstark24-sfgraph"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ryanstark24-sfgraph` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ryanstark24-sfgraph/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt