AAL Agent

Financial education, callable.

Fork this. Run it. Your agent will look up a term, search the glossary by concept, find the right learning module for a topic, and build a client-ready education bundle — all against the live Alternative Asset Literacy MCP server, no local data, no API key.

lookup term → search by concept → find module → route by audience → build gift bundle

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Why this exists

Alternative Asset Literacy is a 351-term glossary and research library covering private equity, DeFi, ESG, behavioral economics, art investing, and gender lens investing — built for high-net-worth investors, advisors, and the wealth management firms that serve them.

This repo is the reference client: small, runnable examples that call the live MCP server directly so you can see the shape of every response before you wire it into your own agent, advisor tooling, or chatbot.

No API key. No account. No local copy of the glossary — every example hits the live endpoint.

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Quickstart

Python

pip install httpx
python examples/lookup_term.py

TypeScript / Node

npm install
npm run lookup

Both call the same live server: https://alternativeassetliteracy.com/mcp

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Connect your own MCP client

{
  "mcpServers": {
    "alternative-asset-literacy": {
      "type": "http",
      "url": "https://alternativeassetliteracy.com/mcp"
    }
  }
}

Or via Smithery:

npx -y @smithery/cli install alternative-asset-literacy --client claude

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Examples in this repo

File	Demonstrates
examples/lookup_term.py	lookup_term — exact-match glossary lookup
examples/search_glossary.py	search_glossary — full-text search by concept, not just term name
examples/find_module.py	find_module — route a topic to the right learning module
examples/audience_match.py	audience_match — match a free-text investor description to an audience profile
examples/advisor_gift_bundle.py	advisor_gift_bundle — build a curated, client-ready education bundle for a financial advisor
examples/client.ts	The same lookup_term call from TypeScript/Node

All 13 tools (full schema): smithery.ai/server/alternative-asset-literacy

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App

The MCP server powers discovery for the Alternative Asset Literacy iOS app.

Links

• Website: alternativeassetliteracy.com
• MCP server: github.com/untitledfinancial/aal-mcp-server
• App Store: Alternative Asset Literacy

License

Example code in this repo (examples/) is MIT licensed — use it as a starting point for your own client. Glossary content served by the live API is © 2026 Untitled_ LuxPerpetua Technologies, Inc. Educational content only. Not financial advice.