Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read refrigeration units, service history, F-gas logs and alarms in Maci. Read only.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://mcp.maci.energy/mcpRun this in your terminal
claude mcp add --transport http maci https://mcp.maci.energy/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"maci": {
"url": "https://mcp.maci.energy/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"maci": {
"type": "http",
"url": "https://mcp.maci.energy/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.maci.energy/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
The server asks you to sign in before it lists its tools.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified against the domain maci.energy (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 413 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 7 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, MemberVault MCP by usefulapi
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Connect Maci to an assistant that speaks the Model Context Protocol and ask about your refrigeration units in your own words:
https://mcp.maci.energy/mcp
The server is read only. It reads through Maci's API, so the assistant sees what your organisation may see in Maci and nothing more, and every tool call counts as an API call. The full guide is at api.maci.energy/docs/ai-assistants.
Claude (claude.ai and the desktop app): Settings → Connectors → Add custom connector. Name it Maci, paste the address above and choose Connect.
ChatGPT: Settings → Connectors, add a custom connector with the address above. (ChatGPT may ask you to turn on developer mode for custom connectors.)
Claude Code:
claude mcp add --transport http maci https://mcp.maci.energy/mcp
Then run /mcp in Claude Code and choose Maci to log in.
Cursor, VS Code and others: see clients.md.
In each case the assistant sends you to Maci. Log in as always, choose the organisation and say yes with your passkey. Only an organisation's admin can connect it.
| Tool | What it gives | Scope |
|---|---|---|
list_sites | The organisation's sites, and customers' sites it has units on through a grant | units:read |
list_units | The units it works with, filtered by site, status or what changed since a time | units:read |
get_unit | One unit's passport: master data, nameplate, refrigerant, charge, CO2 equivalent, components | units:read |
list_components | A unit's components | units:read |
list_service_entries | A unit's service history | service:read |
get_fgas_status | A unit's leak check status: interval, last check, next due (needs Maci Service) | fgas:read |
list_fgas_entries | A unit's F-log (needs Maci Service) | fgas:read |
list_alarms | Alarms from Maci Intelligence, filtered by open, unit or since a time | alarms:read |
get_alarm | One alarm with its values, who took it and how it was closed | alarms:read |
get_usage | This month's calls and the limit | any |
Lists come in pages of up to 100; the assistant follows next_cursor by itself.
Instructions that walk the assistant through a task, step by step. Give one to the assistant (in Claude: add it as a skill, or paste it into the conversation) and ask for the task.
| Skill | What it does |
|---|---|
| Leak check plan | The units due a leak check in a period, by site, with the overdue ones first |
| F-gas overview | Refrigerant, charge and CO2 equivalent by site, and the units without a leak check status |
| Alarm report | A period's alarms: how many, how fast they were taken, how many were false |
| Before a visit | What a technician should know before going to a unit |
More examples of questions: prompts.md.
The assistant reads only, and only what your organisation may see. What it reads goes to the assistant you chose and its provider, so connect only an assistant your organisation is allowed to use. Each connection is listed in the app under Konto → API-nøgler, "Forbundne AI-assistenter", with who made it and when it was last used. Removing it stops it at once, and a connection that is not used for 30 days ends by itself.
The server follows the MCP specification of 2026-07-28: Streamable HTTP, OAuth 2.1 with PKCE (S256), Client ID Metadata Documents and dynamic client registration, with app.maci.energy as the authorization server. Details in the guide.