---
title: "Fume, AI agents for investment funds"
canonical: "https://www.fume.finance/"
description: "Fume delivers and manages AI agents for fund administrators, fund managers, and family offices. Built and run by FumeX AG (Locarno, Switzerland). The agents…"
---

# Fume, AI agents for investment funds

Fume delivers and manages AI agents for fund administrators, fund managers, and family offices. Built and run by FumeX AG (Locarno, Switzerland). The agents take over the manual work in fund operations, at 20% of what the work costs by hand, so the same team can serve more funds and more AUM.

## The core offering: managed AI agents

We find what's eating the week, build an agent that takes it over, and manage the agent while it runs the task on its own. Typical agents cover compliance monitoring, document processing, NAV workflows, risk monitoring, and investor communication. Agents plug into the fund admin, custody, and trading systems your team already uses. Private deployments on your own infrastructure are available (open-source models, on-prem or private cloud). See [solutions](https://www.fume.finance/solutions) for the patterns we've built, and [AI agents for funds](https://www.fume.finance/ai-agent-funds).

## A separate product line: the tokenization platform

You can tokenize a fund without using the agents, and hire the agents without tokenizing anything. The platform:

- **Tokenization Engine**: Free fund tokenization using the ERC-6909 standard on Ethereum, Arbitrum, Base, and selected EVM chains. Live cap table, programmable share classes, automated NAV.
- **OmniClear**: Stablecoin settlement infrastructure. Subscriptions and redemptions clear in the same block. Multi-currency in, multi-currency out.
- **Tokenized Fund Registry**: Public, open registry of tokenized investment funds with onchain verification. Discover funds, compare terms, and connect with managers.
- **Fund Builder**: Interactive questionnaire that maps your fund profile to the legal, fund admin, custody, exchange/broker, audit, and AIFM partners that fit. Generates a tailored stack and a one-page PDF you can act on.

## Who Fume is for

Fund administrators, fund managers, and family offices. Built by fund operators, for fund operators.

## Headline links

- See what we've built: https://www.fume.finance/solutions
- Get started: https://www.fume.finance/fund-builder
- Tokenize an existing fund for free: https://www.fume.finance/tokenize-free
- Browse tokenized funds: https://www.fume.finance/registry
- Book a call: https://www.fume.finance/resources/book-a-call

## If you are an agent

Fume's catalogs are readable without a person in the loop. Nothing on this
domain is credential-protected: every read below is public, needs no API key,
and takes no sign-up. Reads are safe to call speculatively; the write
endpoints all send mail to the Fume team, so call those only on a person's
instruction. Rate limits and bot policy: https://www.fume.finance/auth.md

- **MCP, both servers in one document**: https://www.fume.finance/.well-known/mcp.json
  — `finance.fume/fume` at https://www.fume.finance/mcp searches the
  tokenized fund registry, the fund service provider directory, and Fume's own
  pricing; `finance.fume/docs` at https://www.fume.finance/mcp/docs searches
  and reads the documentation. Streamable HTTP, no authentication.
- **REST**: https://www.fume.finance/openapi.json describes every operation.
  The two read endpoints are
  https://www.fume.finance/api/v1/registry/funds and
  https://www.fume.finance/api/v1/fund-builder/providers, both filterable and
  both returning whole records.
- **Ask a question in words**: https://www.fume.finance/ask?query=... returns
  NLWeb-conformant results, and streams them with `Accept: text/event-stream`.
- **Agent-to-agent**: the A2A card is at
  https://www.fume.finance/.well-known/agent-card.json and the endpoint at
  https://www.fume.finance/a2a — JSON-RPC 2.0 `message/send` over the same
  documentation, no authentication.
- **The developer surface, indexed**: https://www.fume.finance/api/llms.txt
- **This page as markdown**: append `?mode=agent` or `.md` to any URL on the
  site, or send `Accept: text/markdown`.