Pabs

io.github.pdunovitsPublished by GitHub account pdunovitsv1.0.0Updated Oct 24, 2026

The decision layer between an idea and a digital product that works.

VerifiedStreamable HTTPWeb executableProductivity & WorkflowKnowledge & MemoryDeveloper Tools

Overview

AI-generated overview

PABS exposes a product strategy plan — brief, hypotheses, PRD, competitor analysis and pulse — to AI coding tools, and feeds build observations back for…

What you can do
  • Read strategy: fetch the full context in one call, or separately the brief, product strategy, competitor analysis, PRD, documents, decisions, hypotheses, action plan, pulse, learnings and pulse schedule
  • Ask the strategy agent a question and get alignment scores, recommendations and considerations
  • Report real-world observations into the strategy feedback loop and trigger a fresh strategic pulse
  • Review pending learnings by approving, rejecting or modifying them inline
  • Set the pulse cadence by frequency, day, hour and timezone
When to use it
Useful when an AI coding assistant should build against a defined product strategy instead of guessing, and when you want build-time observations and drift reported back into a strategy platform for review without leaving the coding session.
Requirements
A remote Streamable HTTP endpoint at pabs.co.nz; an active PABS account with at least one saved plan containing a brief; a per-plan token generated in the PABS Connect tab, supplied in the server URL path, as a Bearer token in the Authorization header, or in the X-PABS-Token header.
Before you install
The token is embedded in the server URL, so anyone with that URL can reach the plan's strategy data; tokens do not expire by default and must be revoked or regenerated manually. Tools write back to the platform: reporting learnings, deciding learnings, triggering pulses and changing the pulse schedule all change stored strategy state, though strategy updates wait for founder approval.

Installation

In SourceWeft

  1. Open Pabs in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Follow the launch instructions in the repository.

README

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

  1. Open your plan in PABS
  2. Go to the Connect tab (or click the plug icon)
  3. Click Generate Token
  4. Copy the server URL — it includes your token

Connect to your AI tool

Claude Desktop

Add to claude_desktop_config.json:

json
{  "mcpServers": {    "pabs": {      "type": "streamable-http",      "url": "https://pabs.co.nz/api/mcp/YOUR_TOKEN"    }  }}

Claude Code

json
{  "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):

json
{  "mcpServers": {    "pabs": {      "type": "streamable-http",      "url": "https://pabs.co.nz/api/mcp/YOUR_TOKEN"    }  }}

Windsurf

Add to ~/.codeium/windsurf/mcp_config.json:

json
{  "mcpServers": {    "pabs": {      "serverUrl": "https://pabs.co.nz/api/mcp/YOUR_TOKEN"    }  }}

Replit Agent

  1. Go to replit.com/integrations → MCP Servers
  2. Click Add MCP Server
  3. Enter a name (e.g. PABS - My App)
  4. Server URL: https://pabs.co.nz/api/mcp/YOUR_TOKEN
  5. 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

ToolWhat it returns
get_full_contextEverything in one call: brief, strategy, competitor analysis, documents, decisions, hypotheses, action plan, latest pulse, recent learnings. Recommended starting point.
get_briefProblem statement, target audience, goals, constraints, timeline
get_product_strategyDesign hypotheses, customer goals, pain points, design vision, success metrics, experience principles
get_competitor_analysisMarket intelligence, competitive positioning, opportunity analysis
get_prdProduct Requirements Document generated for AI code builders
get_documentsAll generated documents: PRD, Statement of Work, Venture Brief
get_decisionsKey assumptions, information gaps with priority/impact, recommended next steps
get_hypothesesDesign hypotheses with target audience and success indicators
get_action_planStaged activities with tools, durations, and deliverables
get_pulseCurrent strategic Pulse: verdict, recommended next move, activation level
get_learningsAll captured learnings — evaluated and decided — with the full decision history
get_pending_learningsLearnings PABS has evaluated but that need a human decision
get_pulse_scheduleCurrent Pulse cadence: day, time, timezone, frequency, next run

Act on strategy

ToolWhat it does
ask_pabs_agentAsk a strategic question. Returns alignment score, recommendations, and considerations. Automatically captures observations or implementation drift.
report_learningPush a real-world observation into the strategy feedback loop. PABS evaluates its impact and queues it for the founder to review.
decide_learningApprove, reject, or modify a pending learning inline — without opening PABS.
trigger_pulseQueue a fresh strategic Pulse after a significant build session or analytics review.

Schedule

ToolWhat it does
schedule_pulseSet 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.

Source: README.md at commit b33cec6

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

40% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declaredRequired10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.