Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
Afi MCP
Overview
Description from the maker (original English)
The first CLI for Afi SaaS backup - full public-API coverage plus the fleet-wide coverage
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs on your computer
- Transport: stdio
- Category: Other
- You need to fill in: AFI_API_KEY, AFI_MCP_HTTP_TOKEN
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on your computer with your user’s permissions (files, network, apps).
- You fill in yourself:
AFI_API_KEY,AFI_BASE_URL,AFI_MCP_READ_ONLY,AFI_NO_LOCAL_DATA,AFI_USER_AGENT,AFI_MCP_HTTP_TOKEN,PRINTING_PRESS_CLIENT_PROFILE
Values marked secret are keys to your account. Never share them or paste them into a chat.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Fill in the empty values before running it.
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.
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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
Values you fill in
- Set the AFI_API_KEY credential for the Afi MCP server.
AFI_BASE_URLenvBase URL for the Afi API. Leave the prefilled default unless your account uses a different regional or self-hosted host.AFI_MCP_READ_ONLYenvSet to 1 to make the MCP server refuse every write to Afi: only read tools are callable. Leave blank to allow writes (each MCP write still previews first and sends only when called again with confirm…AFI_NO_LOCAL_DATAenvOptional. Set to 1 to keep no local copy of API responses: reads go to the API and sync refuses to run. Leave blank to keep the local store.AFI_USER_AGENTenvOverrides the User-Agent the CLI sends on Afi requests. Leave blank to use the CLI's built-in User-Agent.- Required only when running the MCP server with --transport http (a remote or hosted deployment); at least 32 characters. Callers must send a matching Authorization: Bearer header. Not needed for the…
PRINTING_PRESS_CLIENT_PROFILEenvBinds this MCP server to one tenant-gated client profile. Leave blank to use the profile configured as default_client_profile.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
Runs on your computer; the tool list appears in your AI app after you install it.
Basic checksi
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 6, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account servosity, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- – Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
- – Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
- … Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints
Compared with others in Otheri
- More stars than 0% of the other 32466 servers in this category
- Published to the registry more recently than 99% of the other 32466 servers in this category
- Basic checks equal to or better than 100% of the other 32466 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Afi MCP safe?
It passed 1 of 1 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.
What keys or codes does it need?
You need to fill in: AFI_API_KEY, AFI_MCP_HTTP_TOKEN
Does it run on my computer or in the cloud?
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
Is it still maintained?
The GitHub repo last changed –, and the latest version (0.1.9) reached the registry today.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, HotCodePush
Alternatives
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
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by desktop-commander
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud★ 211Updated yesterday
Install
HotCodePush
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Manage over-the-air (OTA) updates for React Native, Expo, Capacitor and Cordova apps.
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Install
README from the maker
Open the README
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.
Afi + AI - for Claude, the ChatGPT desktop app, GitHub Copilot, Gemini CLI, and any agent that speaks MCP
Unofficial. Community-built Claude Code Skill and MCP server for the Afi
API. Not affiliated with, endorsed by, or sponsored by Afi.
▶ Watch the 30-second demo - demo data is simulated; every command shown exists in the real CLI.
Also from Servosity. Backup & DR is Servosity's own field - the first-party Servosity connector brings this same fleet-wide, local-mirror approach (fleet attention, stale backups, restores, QBR reporting) to Servosity Backup and DR.
Comparing backup vendors? One of our MSP partners told us, "My guys now spend a tenth of the time on backups." Fixing is included in every Servosity co-managed backup plan, and our engineers tell you what they did. See how co-managed backup works
The first CLI for Afi SaaS backup - full public-API coverage plus the fleet-wide coverage, staleness, and offboarding answers the rate-limited API can't serve live. Works with the AI you already use - ChatGPT (desktop app), Claude Desktop, Codex, Claude Code, Claude Cowork, and GitHub Copilot - plus Gemini CLI. Free, open source, runs on your laptop. Built for MSP owners. No code required.
Works with your agent
The six agents MSP owners actually use (self-serve, works today):
| Your AI agent | How to install the Afi skill |
|---|---|
| Claude Desktop | Run installer, then Settings > Extensions to register afi-mcp (no JSON editing). |
| ChatGPT (desktop app) | Run installer, then add afi-mcp in Settings > MCP servers as a local (STDIO) server. ChatGPT on the web is not supported yet. |
| Codex CLI | Paste the install prompt below. |
| Claude Code | Paste the install prompt below. |
| Claude Cowork | Paste the install prompt below. |
| GitHub Copilot (VS Code) | Run installer, add afi-mcp to mcp.json under the servers key, then pick Agent mode. |
The ChatGPT desktop app runs afi-mcp locally and shares MCP configuration with Codex (OpenAI). ChatGPT on the web needs a remote (HTTP) server, which msp-skills does not support yet (see mcp-install.md). If your team works there, a hosted gateway is the better pick; check that your AI app is on the gateway's setup list.
Also for the Microsoft and Google stacks
Big install base, but an honest heads-up: Gemini CLI runs the local binary you just installed, while Microsoft 365 Copilot and the Gemini app need a remote server, which msp-skills does not support yet.
| Agent | What it takes |
|---|---|
| Microsoft 365 Copilot / Copilot Studio | Not supported by msp-skills yet: it needs a remote server. A hosted gateway is the better pick; check that your AI app is on the gateway's setup list. |
| Google Gemini | Gemini CLI is local - same as Claude Code. See mcp-install.md. The Gemini app needs a remote server and is not supported by msp-skills yet. |
Skill-native agents (also covered): Hermes and OpenClaw read this skill's
SKILL.mddirectly *and* speak MCP - see their install sections below. Also works with Cursor, Windsurf, Cline, Continue.dev, and Zed via MCP. Full per-tool wire-up: [docs/which-agent.md](../../docs/which-agent.md).
Run more than one agent? Install across all 51+ supported agents in one command:
npx skills add Servosity/msp-skills@latest(requires Node.js, then run the per-skill installer for the CLI/MCP binaries). See docs/which-agent.md.
Install in 60 seconds
Fastest for Claude Desktop - one-click .mcpb
Claude Desktop bundle: the
.mcpblaunches on macOS (Intel and Apple Silicon), Windows x64 and Linux x64. Every tool shells out to the companionafi-cli. Releases cut from 2026-09-18 on ship that CLI inside the bundle; older bundles contain only the MCP server, so if yours lacks the companion, run the Path A or Path B installer below first (or setAFI_CLI_PATHto an existing binary). Details: #331.
Download Afi MCP (.mcpb) - then open Claude Desktop > Settings > Extensions and select the file. One click, no JSON, no shell. (Browse every Afi release on the releases page.)
Prefer the Claude Code plugin? Add the marketplace once, then install - works immediately, no directory listing required:
/plugin marketplace add Servosity/msp-skills/plugin install afi@msp-skills
Path A - paste one prompt into your AI agent (recommended)
Copy this into Claude Code, Codex CLI, or Claude Cowork:
Install the Afi Skill and MCP server from Servosity/msp-skills in this agent workspace. If this workspace uses a POSIX shell (macOS, Linux, WSL, or Bash), run
bash <(curl -fsSL https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/afi/install.sh). If it uses Windows PowerShell, runiwr -useb https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/afi/install.ps1 | iex. Then authenticate per the README and runafi-cli --helpto explore.
The same prompt works in any agent that can run shell.
Path B - run the installer yourself
Windows (PowerShell):
iwr -useb https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/afi/install.ps1 | iexmacOS / Linux:
bash <(curl -fsSL https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/afi/install.sh)The installer drops both afi-cli (the CLI) and afi-mcp (the MCP server) into your user bin path. Claude Code, Codex, and Cowork discover the Skill via SKILL.md in this directory.
Verify:
afi-cli --versionUpgrade to the latest version
The installer always fetches the current release - re-run it to upgrade:
macOS / Linux:
bash <(curl -fsSL https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/afi/install.sh)Windows (PowerShell):
iwr -useb https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/afi/install.ps1 | iexClaude Desktop .mcpb users: download the latest .mcpb (top of this section) and re-select it in Settings > Extensions. Claude Code plugin users: /plugin update afi@msp-skills.
Add to Claude Desktop, the ChatGPT desktop app, GitHub Copilot, Gemini CLI, or another MCP client
After the installer runs, see [mcp-install.md](./mcp-install.md) and [docs/which-agent.md](../../docs/which-agent.md) for the per-agent wire-up - one section per agent, including the GitHub Copilot servers key and the ChatGPT desktop app. Claude Desktop's Settings > Extensions panel is the simplest path; the MCP config block (for users who prefer editing JSON) is documented in mcp-install.md.
Install for Hermes
From the Hermes CLI:
hermes skills install servosity/msp-skills/skills/afi --forceInside a Hermes chat session:
/skills install servosity/msp-skills/skills/afi --forceHermes speaks MCP natively, so it can also use the afi-mcp server directly - same install path, same env vars.
Install for OpenClaw
Tell your OpenClaw agent (copy this):
Install the afi skill from https://github.com/servosity/msp-skills/tree/main/skills/afi. The skill defines how its required CLI (
afi-cli) can be installed via theopenclaw:frontmatter block.
OpenClaw isn't generally available yet; the frontmatter wiring is pre-shipped and will activate the moment OpenClaw launches.
Authenticate
Set the credentials the CLI needs (from your Afi portal):
AFI_API_KEY=<value> afi-cli doctorPowerShell:
$env:AFI_API_KEY = "<value>"; afi-cli doctordoctor confirms the credentials work before you run anything that touches data. It exits 0 even when the credential is rejected, so scripts should add --fail-on error.
What this skill does
| Question your MSP keeps asking | Command |
|---|---|
| Which resources have no backup protection at all? | afi-cli coverage-gaps --agent |
| Which protected resources are not getting backed up (silent failures)? | afi-cli backup-stale --agent |
| Is the whole fleet green this morning, or who failed? | afi-cli fleet-health --failed-only --agent |
| What is one tenant's full backup posture for a QBR or ticket? | afi-cli tenant-scorecard --agent |
| Am I over- or under-licensed on Afi seats? | afi-cli reconcile-licenses --agent |
| Who is jane.doe@example.com in Afi, across Multi-Geo tenants? | afi-cli resolve --agent |
| Safely back up then release a departing employee's mailbox? | afi-cli offboard --tenant --reason "employee departure" |
Full command reference: guide.md. For the AI-agent operating contract (--agent, --dry-run, when to confirm before mutating), see AGENTS.md.
What makes this different
Most Afi integrations and MCP servers proxy each question into a live API call. That's fine for one record. It dies at scale, when you're asking "which mailboxes across all 47 client tenants have no backup policy attached?" - and Afi's public API throttles you for polling.
This skill syncs Afi into a local SQLite mirror with full-text search. Aggregate questions become one local SQL join: instant, offline, and the AI sees the answer, not the raw data. Compound commands like coverage-gaps, backup-stale, and reconcile-licenses join resources against protections, archives, and purchased subscriptions across every tenant at once - work a stateless API wrapper can't do.
The pain this closes
SaaS backup has a quiet failure mode MSP owners raise again and again on r/msp: the backup you *think* is running isn't. A mailbox or site gets created in Microsoft 365 or Google Workspace, the onboarding ticket closes, and nobody confirms a backup policy was ever attached - or a policy *is* attached but the nightly archive quietly stops landing, and the portal still shows it "protected." The gap stays invisible until a client asks for a restore and the data was never there. The recurring refrain: *"how do you actually verify your M365 backups are running across every client?"* Afi has the data, but only one tenant at a time, through a portal that forces a per-client walk, behind an API the vendor asks you not to poll.
This skill closes that gap from the local mirror:
- `afi-cli coverage-gaps --agent` - every resource with no backup protection, fleet-wide. The blind spots, named.
- `afi-cli backup-stale --agent` - protected resources with no archive at all, or in a tenant where no backup task finished in the synced window: the silent-failure class.
- `afi-cli fleet-health --failed-only --agent`
Only the beginning is shown; read the rest in the repo