The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Wealth Engine listing page.
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.
Remote MCP server:
Economic opportunities API:
Capability discovery:
We run a small portfolio of real demand tests across different domains. Current offers are manually fulfilled while willingness to pay is validated.
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
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
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
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
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
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.
economic_opportunitiesRead-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_indexRead-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.
Find the highest-ranked economic opportunity in Wealth Engine and explain the smallest experiment that could falsify it.Which current opportunity has the best combination of speed, margin potential and automation? Use the evidence, not intuition.I want a business experiment that can reach paid-demand evidence before more infrastructure is built. Use Wealth Engine to choose one.Compare current AI voice providers using customer-facing pricing and show where a commercial service could or could not preserve gross margin.What revenue per minute is implied by current AI voice plans, and what underlying cost ceiling would preserve a 70% gross margin?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.
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.
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.
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.