sf-intelligence vs Elements.cloud
Both help you understand a Salesforce org - but they are different shapes of product. Elements.cloud is an enterprise, cloud-hosted governance platform; sf-intelligence is a free, offline, read-only MCP server for AI coding agents. This is an honest comparison to help you pick.
Short answer: Elements.cloud is an enterprise, cloud-hosted "Change Intelligence" platform - a managed package plus a web app - built for architects, platform owners, and governance teams, with paid plans. sf-intelligence is a free, open-source, offline, read-only MCP server that gives an AI coding agent (Claude, Cursor) a local metadata knowledge base of one org. If you need an enterprise governance dashboard, Elements.cloud is built for that. If you need free, local, read-only org context for AI - with no data leaving your machine - that's sf-intelligence.
At a glance
| sf-intelligence | Elements.cloud | |
|---|---|---|
| Category | Offline MCP server + CLI for AI agents | Enterprise Change Intelligence platform |
| Delivery | Local (npm package, runs on your machine) | Cloud-hosted SaaS (managed package + web app) |
| Where your metadata lives | Your machine only | The vendor's cloud |
| Cost | Free (MIT + Commons Clause) | Paid (enterprise plans; free trial) |
| Open source | Yes - audit the code | No (closed, managed package) |
| Works offline | Yes - after one retrieve | No - cloud service |
| Write access | None (read-only) | Read-only analysis; separate change workflows |
| Primary user | Developers & AI coding agents | Architects, platform owners, governance |
| Dependency / impact analysis | Yes - local dependency graph | Yes - a core platform feature |
| Process mapping / BA tooling | No | Yes - process maps, requirements, UPN |
| MCP for AI agents | Native - it is an MCP server | Has an MCP/metadata-for-AI offering |
Choose sf-intelligence when you want to…
- Give an AI coding agent grounded org context without sending metadata to a cloud
- Work for free, on your own machine, offline after one retrieve
- Audit the tool's code yourself (open source)
- Ask developer questions - impact, permissions, dependency graphs - with provenance labels
- Avoid any write path to production entirely
Choose Elements.cloud when you want to…
- An enterprise governance and change-management platform with a shared web dashboard
- Business-analysis tooling - process maps (UPN), requirements, story-to-metadata traceability
- Org-wide compliance monitoring and change attribution across a large team
- A vendor-supported managed package with enterprise SLAs
They can be complementary
These aren't mutually exclusive. A team can run Elements.cloud as its system-of-record for governance while individual developers use sf-intelligence to feed an AI agent a local, read-only map of the org during day-to-day work. The distinction that matters for a security review is simply where your metadata lives and whether a tool can write.
More comparisons
See also: vs Sweep and vs the official Salesforce DX MCP Server.
Disclaimer: This comparison reflects publicly documented positioning as of 2026 and is written to be fair, not to disparage. Elements.cloud's feature set evolves - verify current capabilities and pricing on their site. sf-intelligence is an independent project, not affiliated with Elements.cloud or Salesforce.
Free, local, read-only.
Give your AI agent org context without a cloud upload or a write path.