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mcp-tools-salesforce

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mcp-tools-salesforce

Custom MCP Server that Connects to Salesforce Scratch Orgs — and Lets AI Generate Test Data

đź“ť Read the full write-up on Medium

A custom MCP server built with FastMCP that connects to a Salesforce scratch org via JWT Bearer Flow. It uses MCP Sampling to let an LLM autonomously look up the data model, generate realistic nested test records, and insert them via the Composite Tree REST API. You describe the scenario in plain English. The server does the rest.

notes

Tools

Tool

Description

query_salesforce(soql_query)

Runs a SOQL query against the connected scratch org and returns matching records

describe_sobject(sobject_name)

Returns createable fields for an sObject (name, type, nillable)

get_basic_datamodel()

Returns a lightweight field map for Account, Contact, Case, User

generate_nested_record(request)

Uses LLM sampling to draft a Composite Tree compatible nested record from a natural-language request

insert_record(root_sobject, record)

Posts the payload to composite/tree/{root_sobject}

  

Note: generate_nested_record uses MCP Sampling with tools + structured output. Authentication via JWT Bearer Flow.

Related MCP server: Salesforce CLI MCP Server

Resources

  

 
Interesting discussion by awesome Pamela Fox:

"Can VS Code skills be a replacement for MCP servers?":

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources

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