Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
9 humanity skills for AI agents — crisis detection, WCAG 2.2, empathy, cultural sensitivity
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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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"project-human": {
"command": "npx",
"args": [
"-y",
"@humanity4ai/mcp-servers"
]
}
}
}Run this in your terminal
claude mcp add project-human -- npx -y @humanity4ai/mcp-serversPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"project-human": {
"command": "npx",
"args": [
"-y",
"@humanity4ai/mcp-servers"
]
}
}
}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": {
"project-human": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@humanity4ai/mcp-servers"
]
}
}
}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.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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 humanity4ai, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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 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).
The GitHub repo last changed –, and the latest version (1.0.6) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, AvaHR
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.
Read hiring data and create inactive assessment and questionnaire drafts for human review.
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MCP action contracts and server runtime for Humanity4AI skills.
All 9 humanity skills are exposed as standard MCP tools using the official @modelcontextprotocol/sdk JSON-RPC 2.0 protocol, natively compatible with Claude Code, Copilot, Manus AI, OpenCode, LangChain, and any other MCP SDK client.
git clone https://github.com/humanity4ai/project_human.git
cd project_human pnpm install
pnpm start
pnpm --filter @humanity4ai/mcp-servers start
The server starts on stdio using the official MCP SDK JSON-RPC 2.0 protocol. All 9 humanity skills are registered as MCP tools and discoverable via tools/list.
A remote endpoint is also available at https://humanity4ai.ascent.partners/api/mcp using Streamable HTTP transport — no clone needed.
Local (stdio):
Add to your MCP client configuration (e.g. claude_desktop_config.json, .cursor/mcp.json, opencode.json):
{
"mcpServers": { "humanity4ai": { "command": "pnpm", "args": ["--filter", "@humanity4ai/mcp-servers", "start"], "cwd": "/path/to/project_human" } } }
Or use npx once published to npm (no local clone needed):
{
"mcpServers": { "humanity4ai": { "command": "npx", "args": ["-y", "@humanity4ai/mcp-servers"] } } }
Remote (Streamable HTTP):
{
"mcpServers": { "humanity4ai": { "url": "https://humanity4ai.ascent.partners/api/mcp" } } }
| Tool name | Skill | Description |
|---|---|---|
accessibility_audit | WCAG Accessibility Audit | Audit web pages for WCAG 2.2 compliance (crawl) or set session WCAG level |
rewrite_depression_sensitive_content | Depression-Sensitive Content | Audit or rewrite text for mental health sensitivity |
supportive_reply | Supportive Conversation | Generate a supportive, non-clinical reply with escalation guidance; includes grief support modes (presence, practical, reflection) |
cognitive_accessibility_audit | Cognitive Accessibility | Audit content for cognitive load and plain-language compliance |
cultural_context_check | Cultural Sensitivity | Check a message for cultural sensitivity issues |
deescalation_plan | Conflict De-escalation | Generate a structured de-escalation plan |
empathetic_reframe | Empathetic Communication | Reframe a message with genuine empathy |
neurodiversity_design_check | Neurodiversity-Aware Design | Audit UI for ADHD, autism, dyslexia, and sensory sensitivities |
age_inclusive_design_check | Age-Inclusive Design | Audit a user flow for age-inclusive design |
The server uses the official @modelcontextprotocol/sdk and communicates via JSON-RPC 2.0 over two transports:
Tool discovery:
{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2024-11-05","capabilities":{},"clientInfo":{"name":"my-agent","version":"1.0"}}}
{"jsonrpc":"2.0","id":2,"method":"tools/list","params":{}}
Tool invocation:
{"jsonrpc":"2.0","id":3,"method":"tools/call","params":{"name":"empathetic_reframe","arguments":{"message":"I failed the exam I studied so hard for","tone":"warm"}}}
Every tool response includes a boundaryNotice field. Always surface this to users:
accessibility_audit — Compliance guidance only; does not replace legal reviewrewrite_depression_sensitive_content — Non-clinical UX/content guidance onlysupportive_reply — Non-clinical support; must escalate when risk is elevated (includes grief support modes)cognitive_accessibility_audit — Design guidance onlycultural_context_check — Context-sensitive recommendations with uncertainty disclosuredeescalation_plan — No coercive tacticsempathetic_reframe — No manipulation or deceptive empathyneurodiversity_design_check — Inclusive design guidance onlyage_inclusive_design_check — Inclusive design guidance onlypnpm add @humanity4ai/mcp-servers
npm install @humanity4ai/mcp-servers
Import contracts programmatically:
import { actionContracts, validateContracts } from "@humanity4ai/mcp-servers";
const contracts = validateContracts(actionContracts);
The examples/ directory contains one complete request/response pair per action:
| File | Action |
|---|---|
examples/accessibility_audit.example.json | accessibility_audit |
examples/rewrite_depression_sensitive_content.example.json | rewrite_depression_sensitive_content |
examples/supportive_reply.example.json | supportive_reply |
examples/cognitive_accessibility_audit.example.json | cognitive_accessibility_audit |
examples/cultural_context_check.example.json | cultural_context_check |
examples/deescalation_plan.example.json | deescalation_plan |
examples/empathetic_reframe.example.json | empathetic_reframe |
examples/neurodiversity_design_check.example.json | neurodiversity_design_check |
examples/age_inclusive_design_check.example.json | age_inclusive_design_check |