Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Connect any AI agent to 1,000+ apps and 27,000+ actions through one remote MCP server (OAuth).
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
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Works in Claude on the web, desktop and mobile:
https://loadout.aident.ai/mcpRun this in your terminal
claude mcp add --transport http loadout https://loadout.aident.ai/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"loadout": {
"url": "https://loadout.aident.ai/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": {
"loadout": {
"type": "http",
"url": "https://loadout.aident.ai/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://loadout.aident.ai/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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 with the GitHub account Aident-AI, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
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 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.
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 41 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, sync. labs
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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Lipsync videos, dub them into other languages, make talking videos and open sync. Studio.
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.
Aident AI helps agents move beyond chat and coding to get real work done across your tools and apps.
Aident Loadout connects work apps and Aident-managed platform tools to AI agents. It lets agents discover 1,000+ tools like Gmail, Slack, Linear, Google Sheets, Notion, HubSpot, Firecrawl, Exa, and Fal; use connected accounts through secure Aident Vault from any supported agent; use Aident-managed capabilities without separate provider keys; execute 27,000+ real-world actions; and review every action call in audit history. This single aident-skill teaches agents when and how to use Aident Loadout.
Ask your agent:
Follow https://aident.ai/SETUP.md
The setup guide will install or refresh aident-skill, set up the Aident CLI, guide login, and verify Aident Loadout access.
For Meta Muse, use the client-specific guide:
Follow https://aident.ai/muse/SETUP.md
It combines the shared setup guide with the Muse supplement for cloud authentication, custom connector reuse, and app verification. The setup source directory stays separate from the installable static Skill.
To refresh an existing agent setup later, ask the agent:
Update https://aident.ai/SETUP.md
If you only need to install the static skill package manually:
npx -y @aident-ai/cli@latest update --skill-only
The CLI verifies the published artifact, installs one canonical global copy, and repairs detected filesystem-backed agent hosts. Add --project only when you want clean project-scoped copies migrated too. Account-level skill surfaces such as Claude Cowork or Claude chat still require their native skill manager. After this command, continue with https://aident.ai/SETUP.md to complete Aident Loadout setup.
This repository contains the static post-setup Aident Loadout skill knowledge. After setup is complete, agents use this skill to operate Aident Loadout through the CLI, user-managed MCP, or advanced OpenAPI surfaces.
We have published Aident Skill across the following Skill, MCP, and Plugin marketplaces. You can install it from the marketplace your agent or client already supports.
| Skill Marketplace | Install Link |
|---|---|
| Skills.sh | Install Aident Skill from Skills.sh |
| ClawHub | Install Aident Skill from ClawHub |
The Cursor Marketplace package, also used by Grok Bot, connects directly to Aident Loadout through MCP. It does not install another copy of aident-skill, so it can coexist with a CLI-managed global Skill without duplicate routing instructions. Marketplace links will be added here after the listing is approved and its public URLs are verified.
The installable SKILL.md is intentionally small. It teaches the agent when to use Aident Loadout, then points to focused references packaged with the skill:
| Need | Reference |
|---|---|
| External tools, SaaS apps, integrations, Vault, execution, audit history | references/loadout.md |
| MCP client setup | references/mcp.md |
| Raw HTTPS/OpenAPI fallback | references/api.md |
| Authentication and troubleshooting | references/troubleshooting.md |
The CLI is the recommended operating path when an agent can run shell commands:
aident login
aident skills search --query "web research" --json aident skills read --name "skill: " --artifactVersionId " " --json aident capabilities search --query "send email" --json aident capabilities execute --name composio:gmail_tools:gmail_send_email --input '{"to":"team@example.com","subject":"Hi","body":"..."}' --json aident vault status --integrationId composio:gmail_tools --json aident audit recent --limit 20 --json
MCP is configured automatically by the Cursor Marketplace and Grok Bot plugin. Other MCP clients can configure it manually:
https://loadout.aident.ai/mcpSee references/mcp.md for client-specific setup.
CLI auth uses aident login. MCP clients initiate OAuth on first use. Tokens are managed by the CLI or MCP client, not by the skill text.
MIT