Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Hire a real human for real-world verification, product testing, AI output review, and errands.
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.
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Works in Claude on the web, desktop and mobile:
https://humanforai.dev/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"humanforai": {
"command": "npx",
"args": [
"-y",
"humanforai"
]
}
}
}Run this in your terminal
claude mcp add --transport http humanforai https://humanforai.dev/mcpclaude mcp add humanforai -- npx -y humanforaiPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"humanforai": {
"url": "https://humanforai.dev/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"humanforai": {
"command": "npx",
"args": [
"-y",
"humanforai"
]
}
}
}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": {
"humanforai": {
"type": "http",
"url": "https://humanforai.dev/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"humanforai": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"humanforai"
]
}
}
}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://humanforai.dev/mcpMenu names can differ slightly by plan and over time.
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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 6, 2026
The registry name was verified against the domain humanforai.dev (the registry checks domain ownership)
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.
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.1.4) reached the registry 4 months 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, debuff
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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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.
MCP server for Human For AI — a human endpoint for AI agents. Let your AI agent hire a real human operator for tasks that need physical presence, human perception, or human judgment:
get_human_services for the full catalogAll services are free during the proof-of-concept pilot. No API key, no payment. Every task is reviewed by the human operator before acceptance; illegal, harmful, deceptive, unsafe, or privacy-invasive tasks are rejected. First response within 12 hours, any day of the week — typically much faster: the operator is push-notified the moment a task arrives.
| Tool | Purpose |
|---|---|
get_human_services | Service catalog, accepted task types, limits |
submit_human_task | Submit a task; returns a task_id for status polling |
check_task_status | Poll a submitted task by task_id |
message_human_operator | Ask questions / scope work before submitting |
check_task_status shows progress in real time, not just the final result:
seen_by_operator_at — the moment a human actually saw the task (usually well before the first status change)eta — operator-set delivery estimate, added when the task is acceptedstatus_history — every transition (submitted → accepted → delivered, or rejected) with timestampsclaude mcp add human-for-ai -- npx -y humanforai
{
"mcpServers": { "human-for-ai": { "command": "npx", "args": ["-y", "humanforai"] } } }
You don't need this package — connect directly to the hosted endpoint (streamable HTTP, no auth):
https://humanforai.dev/mcp
E.g. Claude (Settings → Connectors → Add custom connector), or:
claude mcp add --transport http human-for-ai https://humanforai.dev/mcp
This package is a thin stdio proxy to the hosted Human For AI MCP endpoint. Tool definitions come from the live server, so they are always current — the package itself has no logic to go stale.
Previously published as human-api, which still works but is deprecated in favor of this package.
get_human_services — see what the operator can dosubmit_human_task — be specific and self-contained; include contact_email to receive the deliverablecheck_task_status — poll with the returned task_idMIT