<h1 align="center">SFCore TH Dev: CumulusCI Integration for AI Agents</h1>
This project demonstrates how to build an MCP server that enables AI agents to execute CumulusCI operations for Salesforce development workflows. It serves as a foundation for creating more comprehensive CCI integrations.
You will need 2 environment variables: TRANSPORT, GITHUB_TOKEN. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
The server ships on PyPI as cumulusci-plus-azure-devops, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.
This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. It is maintained by jorgesolebur; worth a glance at recent repository activity before you build anything load-bearing on it.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
### Docker with Stdio Configuration
```json
{
"mcpServers": {
"sfcore-th-dev": {
"command": "docker",
"args": ["run", "--rm", "-i",
"-e", "TRANSPORT",
"ghcr.io/jorgesolebur/mcp-sfcore-th-dev:latest"],
"env": {
"TRANSPORT": "stdio"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| TRANSPORT | Configuration value read at startup. | Optional |
| GITHUB_TOKEN | Credential the server authenticates with. | Yes |
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Microsoft's official browser automation server — drive a real browser through the accessibility tree, no screenshots needed.
GitHub's official server — repos, issues, pull requests, Actions and code security, straight from your assistant.
Issue tracking at the speed of conversation — Linear's official hosted server with OAuth and zero install.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.