About Sf Graph
Sf Graph is an MCP server in the RAG category: 🚧 [WIP] SF CLI plugin + MCP server that maps Salesforce metadata to Neo4j. Interactive TUI explorer, AI-powered SOQL generation, multi-org schema comparison.
Install
git clone https://github.com/nwant/sf-graphThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (21)
check-graph-statusCheck if the graph has been populated
Parameters not published.
check-llm-statusCheck LLM availability
Parameters not published.
compare-objectDeep compare an object between orgs
Parameters not published.
compare-schemasCompare schemas between two orgs
Parameters not published.
execute-soqlExecute SOQL against Salesforce
Parameters not published.
explore-relationshipsFind paths between two objects
Parameters not published.
find-related-objectsFind all objects related to a given object
Parameters not published.
generate-sample-dataGenerate mock data based on object schema
Parameters not published.
generate-soqlBuild a SOQL query for an object
Parameters not published.
get-field-categoryGet semantic category of a field
Parameters not published.
Show all 21 tools
get-filter-recommendationRecommend specific SOQL filters for fields/values
Parameters not published.
get-objectGet object details including fields and relationships
Parameters not published.
get-org-statusGet sync status for a specific org
Parameters not published.
ground-entityGround values against org data for SOQL filters
Parameters not published.
list-objectsList all Salesforce objects in the graph
Parameters not published.
list-orgsList authenticated SF CLI orgs
Parameters not published.
mediate-query-intentAnalyze user intent and required filters
Parameters not published.
natural-language-to-soqlConvert natural language to valid SOQL
Parameters not published.
resolve-entityResolve natural language names to Salesforce objects
Parameters not published.
semantic-searchFind objects/fields by semantic similarity
Parameters not published.
validate-soqlValidate SOQL against schema and picklists
Parameters not published.
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