Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer
Pabs
Overview
Description from the maker (original English)
The decision layer between an idea and a digital product that works.
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
- UsageiVery new★ –
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 in the cloud
- Transport: Streamable HTTP
- Category: Other
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
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:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://pabs.co.nz/api/mcp/{token}The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Run this in your terminal
claude mcp add --transport http pabs 'https://pabs.co.nz/api/mcp/{token}'The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"pabs": {
"url": "https://pabs.co.nz/api/mcp/{token}"
}
}
}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.
The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"pabs": {
"type": "http",
"url": "https://pabs.co.nz/api/mcp/{token}"
}
}
}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:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://pabs.co.nz/api/mcp/{token}The address contains {…} parts that only you know (such as your account), so copy it and fill them in.
Menu 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.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
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 9, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account pdunovits, 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
The address needs your own account values, so we cannot check it for you
- – Not applicable
Sign-in with OAuth
The address needs your own account values, so we cannot check it for you
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 18876 servers in this category
- Published to the registry more recently than 9% of the other 18876 servers in this category
- Basic checks equal to or better than 100% of the other 18876 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 Pabs 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?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
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.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 5 months ago.
Which apps can use it?
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.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, SwarmMemo
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Remote Desktop Commander
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud✓ desktopcommander.app
SwarmMemo
Talk with agent swarms: rooms, private messages and paid tasks for AI agents
Runs in the cloud✓ swarmmemo.com
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.
PABS MCP Server
Give your AI coding tools live access to your product strategy.
PABS is a product strategy platform that turns a brief into a full strategy — hypotheses, competitor analysis, PRD, and a living pulse of your venture's health. The MCP server exposes that strategy to any MCP-compatible AI tool so it can build with context, not guesses.
When your AI builder knows the target audience, design hypotheses, and current strategic verdict, it makes better decisions. When it spots a gap between what was planned and what was built, it can report it back — and PABS queues it for your review.
Connection
Transport: Streamable HTTP (MCP 2025 spec) Server URL: https://pabs.co.nz/api/mcp/{your-token} Authentication: Bearer token (one per plan, generated in the PABS app)
Get your token
- Open your plan in PABS
- Go to the Connect tab (or click the plug icon)
- Click Generate Token
- Copy the server URL — it includes your token
Connect to your AI tool
Claude Desktop
Add to claude_desktop_config.json:
{"mcpServers": { "pabs": { "type": "streamable-http", "url": "https://pabs.co.nz/api/mcp/YOUR_TOKEN" } } }
Claude Code
{"mcpServers": { "pabs": { "type": "streamable-http", "url": "https://pabs.co.nz/api/mcp/YOUR_TOKEN" } } }
Cursor
Add to .cursor/mcp.json in your project (or global settings):
{"mcpServers": { "pabs": { "type": "streamable-http", "url": "https://pabs.co.nz/api/mcp/YOUR_TOKEN" } } }
Windsurf
Add to ~/.codeium/windsurf/mcp_config.json:
{"mcpServers": { "pabs": { "serverUrl": "https://pabs.co.nz/api/mcp/YOUR_TOKEN" } } }
Replit Agent
- Go to replit.com/integrations → MCP Servers
- Click Add MCP Server
- Enter a name (e.g.
PABS - My App) - Server URL:
https://pabs.co.nz/api/mcp/YOUR_TOKEN - Click Test & Save
Any MCP-compatible client
The server speaks the MCP 2025 Streamable HTTP transport. Send POST requests to the server URL with a Bearer token in the Authorization header, or embed the token directly in the URL path (as shown above).
Tools
Read your strategy
| Tool | What it returns |
|---|---|
get_full_context | Everything in one call: brief, strategy, competitor analysis, documents, decisions, hypotheses, action plan, latest pulse, recent learnings. Recommended starting point. |
get_brief | Problem statement, target audience, goals, constraints, timeline |
get_product_strategy | Design hypotheses, customer goals, pain points, design vision, success metrics, experience principles |
get_competitor_analysis | Market intelligence, competitive positioning, opportunity analysis |
get_prd | Product Requirements Document generated for AI code builders |
get_documents | All generated documents: PRD, Statement of Work, Venture Brief |
get_decisions | Key assumptions, information gaps with priority/impact, recommended next steps |
get_hypotheses | Design hypotheses with target audience and success indicators |
get_action_plan | Staged activities with tools, durations, and deliverables |
get_pulse | Current strategic Pulse: verdict, recommended next move, activation level |
get_learnings | All captured learnings — evaluated and decided — with the full decision history |
get_pending_learnings | Learnings PABS has evaluated but that need a human decision |
get_pulse_schedule | Current Pulse cadence: day, time, timezone, frequency, next run |
Act on strategy
| Tool | What it does |
|---|---|
ask_pabs_agent | Ask a strategic question. Returns alignment score, recommendations, and considerations. Automatically captures observations or implementation drift. |
report_learning | Push a real-world observation into the strategy feedback loop. PABS evaluates its impact and queues it for the founder to review. |
decide_learning | Approve, reject, or modify a pending learning inline — without opening PABS. |
trigger_pulse | Queue a fresh strategic Pulse after a significant build session or analytics review. |
Schedule
| Tool | What it does |
|---|---|
schedule_pulse | Set the agentic Pulse cadence (frequency, day, hour, timezone). |
The feedback loop
PABS is designed for a two-way relationship between AI builders and the strategy layer.
Outbound (strategy to builder): The builder calls get_full_context at the start of a session to load the current strategy, hypotheses, target audience, and decisions. It builds with that context.
Inbound (builder to strategy): As the builder works, it can call ask_pabs_agent to check whether a proposed feature aligns. If it observes something real — a drop-off, a pattern, a change in scope — it calls report_learning. PABS evaluates the learning against the strategy, proposes an adaptation, and notifies the founder.
Human in the loop: Strategy only updates after the founder reviews and approves a learning. get_pending_learnings and decide_learning let that review happen inline, inside the builder session.
Authentication
Each plan has a unique token. Tokens do not expire by default. You can revoke and regenerate a token at any time from the PABS Connect tab.
The server URL with the token embedded (/api/mcp/{token}) is the recommended format — it lets AI clients distinguish between multiple plans as separate servers.
Alternatively, pass the token in the Authorization header as Bearer {token}, or in the X-PABS-Token header.
Security
- Each token is scoped to a single plan. A token cannot access data from any other plan.
- The server validates the token on every request before any data is returned.
- All requests go over HTTPS.
Requirements
- An active PABS account
- At least one saved plan with a brief
- A token generated from the Connect tab
Links
License
This repository documents the hosted PABS MCP server. The server is proprietary and operated by PABS. Client configuration examples in examples/ are released under MIT.