Wealth Engine — Economic Opportunity Intelligence

io.github.neokiPublished by GitHub account neokiv0.6.0Updated Nov 2, 2026

Ranked economic opportunities, market evidence, experiments, and margin intelligence for AI agents.

VerifiedStreamable HTTPWeb executableFinanceBusiness & Commerce

Overview

AI-generated overview

Remote MCP server that returns ranked economic opportunity hypotheses, live market scans, and AI voice pricing benchmarks for business experiments.

What you can do
  • Rank economic opportunities with thesis, evidence, monetization paths, scoring, next experiment, success and kill conditions
  • Scan live market data and derive business opportunities without manually entering signals
  • Look up structured AI voice pricing benchmarks, revenue-per-minute math, margin cost ceilings and verification metadata
When to use it
Useful when an assistant has to choose which small, falsifiable business experiment to run next, or compare AI voice provider pricing against a target gross margin. Less relevant for general research or tool discovery.
Requirements
A remote Streamable HTTP MCP endpoint; no account, API key, signup or environment variables are required. The README notes a browser GET to the endpoint may return 404, so an MCP client or MCP Inspector is needed to initialize it.
Before you install
The README states no authentication is required and that aggregate operational counters, including paid-intent clicks, are recorded. Opportunity scores are described as prioritization heuristics, not forecasts, and source reachability does not prove prices are current. The README also lists paid commercial offers; no automatic billing is enabled yet.

Installation

In SourceWeft

  1. Open Wealth Engine — Economic Opportunity Intelligence 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.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.neoki%2Fwealth-engine/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "wealth-engine-economic-opportunity-intel": {
      "type": "http",
      "url": "https://wealth-engine-production-e178.up.railway.app/mcp"
    }
  }
}

README

Wealth Engine

Economic opportunity intelligence for AI agents and digital business experiments.

Wealth Engine turns public market evidence into machine-consumable economic hypotheses, ranked experiments, pricing benchmarks, and explicit kill criteria. It is not a generic MCP directory and it does not claim to predict revenue. Its purpose is to shorten the path from observable market evidence to a falsifiable economic experiment.

Use it now

Remote MCP server:

text
https://wealth-engine-production-e178.up.railway.app/mcp

Economic opportunities API:

text
GET https://wealth-engine-production-e178.up.railway.app/api/opportunities

Capability discovery:

text
GET https://wealth-engine-production-e178.up.railway.app/.well-known/agent-capabilities.json

Active commercial experiments

We run a small portfolio of real demand tests across different domains. Current offers are manually fulfilled while willingness to pay is validated.

MCP Discovery & Reliability Audit — €49 one-time

For operators of public remote MCP servers who need evidence that agents can discover, connect to and use the service, plus prioritized remediation.

Live offer: https://exp-mcp-audit-live-production.up.railway.app/ Request thread: https://github.com/neoki/wealth-engine/issues/3

x402 Buyer Compatibility Fix — €39 one-time

For x402 sellers with live or near-live paid endpoints that need generic autonomous buyers to enter a compatible payment flow, with concrete remediation or adapter guidance.

Live offer: https://exp-x402-readiness-live-production.up.railway.app/ Request thread: https://github.com/neoki/wealth-engine/issues/4

Voice-AI Margin Intelligence — €29/month founding price

For voice-AI agencies, integrators and procurement teams that need comparable all-in provider economics, pricing-change tracking and margin-oriented procurement notes.

Live offer: https://exp-voice-pricing-live-production.up.railway.app/ Request thread: https://github.com/neoki/wealth-engine/issues/5

Spain B2B E-Invoice Readiness — €79 one-time

For Spanish SMEs and advisory firms that need to identify gaps between their current invoicing workflow and the mandatory B2B electronic-invoicing operating model before buying or changing software.

Live offer: https://exp-spain-einvoice-production.up.railway.app/ Request thread: https://github.com/neoki/wealth-engine/issues/6

Overdue Invoice Recovery Pack — €39 one-time

For freelancers and small businesses that want a professional staged recovery sequence for overdue invoices without improvising every reminder.

Live offer: https://exp-overdue-invoice-production.up.railway.app/ Request thread: https://github.com/neoki/wealth-engine/issues/7

Web Cognitive Accessibility Audit — €69 one-time

For Spanish digital-service providers that want a rapid public-surface review of cognitive-accessibility risks in websites, forms and transactional journeys, with prioritized remediation.

Live offer: https://exp-web-accessibility-production.up.railway.app/ Request thread: https://github.com/neoki/wealth-engine/issues/8

No automatic billing is enabled yet. Purchase intent is measured before payment infrastructure is added.

MCP tools

economic_opportunities

Read-only. Returns ranked economic opportunities. Each opportunity contains the thesis, evidence, monetization paths, scoring dimensions, next experiment, success condition, and kill condition.

Use it when an agent needs to decide what economic experiment to run next, not merely which software tool exists.

voice_margin_index

Read-only. Returns structured AI-voice retail pricing, revenue-per-minute calculations, gross-margin cost ceilings, source URLs, and row-level verification metadata.

No account. No API key. No signup. Both tools are currently free while demand and willingness to pay are validated.

Example prompts

  1. Find the highest-ranked economic opportunity in Wealth Engine and explain the smallest experiment that could falsify it.
  2. Which current opportunity has the best combination of speed, margin potential and automation? Use the evidence, not intuition.
  3. I want a business experiment that can reach paid-demand evidence before more infrastructure is built. Use Wealth Engine to choose one.
  4. Compare current AI voice providers using customer-facing pricing and show where a commercial service could or could not preserve gross margin.
  5. What revenue per minute is implied by current AI voice plans, and what underlying cost ceiling would preserve a 70% gross margin?

Evidence policy

Wealth Engine distinguishes observations from hypotheses.

Pricing rows expose a source URL, verifiedAt, and verificationStatus. Required source pages are checked automatically for reachability. Reachability proves that a source is accessible; it does not prove that the price has not changed. Pricing data is therefore separately verified and timestamped.

Opportunity scores are prioritization heuristics, not forecasts. Every opportunity must expose a concrete experiment and a kill condition so weak theses can be discarded quickly.

Privacy

Wealth Engine does not require authentication and does not intentionally collect prompts, conversation history, uploaded files, personal identifiers, or request bodies. It records aggregate operational counters used to measure endpoint usage and paid-intent clicks.

Support and troubleshooting

Report data-quality, compatibility, product, purchasing-interest, or security issues using this repository's GitHub issue tracker.

The MCP endpoint uses Streamable HTTP over JSON-RPC POST. A browser GET request to /mcp may return 404 and is not a valid protocol test. Use an MCP client or MCP Inspector to initialize the server and call tools/list.

Direction

text
market signals → economic hypotheses → ranked experiment → real demand evidence → monetization → keep/kill/scale

Wealth Engine should consume directories, APIs, marketplaces and public market signals rather than duplicate them. The target is increasing autonomous economic evidence and ultimately net capital generated — not feature count.

Source: README.md at commit ddffb1a

Tools

3

economic_opportunities

Economic Opportunity Engine

Rank economic opportunities from current structured evidence.

Takes no parameters.

live_market_scan

Live Autonomous Market Scan

Fetch machine-readable market data live and derive business opportunities without manually entering the signal.

Takes no parameters.

voice_margin_index

Voice AI Margin Index

Structured AI voice pricing benchmarks.

Takes no parameters.

Version history

1
  1. v0.6.0LatestSep 16, 2026

Score

90% 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
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.