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Turn 50,000-Row Valuations Into Clear Portfolio Answers

Molecule is the first ETRM with a native MCP server — get secure, read-only conversational access to your trading data, built for real portfolio scale.

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Works with any MCP-compatible client

Get answers from your trading data. Instantly.

Connect your AI to Molecule and get structured answers from your trading data — securely, at any scale, without exports or rebuilding reports.

  • Understand Portfolio Changes Immediately

    Ask what changed between two adjacent dates and get a structured explanation your AI can reason over immediately. Bounded summaries replace raw rows so you see the drivers, not just the data.

  • Work at the Size of Your Portfolio

    Large portfolio comparisons can produce tens of thousands of rows across hundreds of columns. Structured responses remain precise and usable as data volume grows.

  • Add AI Without Adding Risk

    Access is read-only at both tool and API layers, fully audited, role-governed, and rate-limited. Data is isolated by account and never retained between requests.

  • Extend What You Can Ask Over Time

    Built directly on Molecule’s v2 API, new conversational tools can be added within the same secure integration layer. Your infrastructure stays aligned as capabilities expand.

  • Your Trading Data, Inside the AI Tools You Already Use

    No infrastructure, no project, no timeline. Just access, instantly enabled by your Molecule company admin.

  • Every Query, Logged

    Every tool call is recorded with user, account, tool, parameters, and timestamp. Governance and auditability are built in — no setup required.

Tools

Read-only MCP tools backed by Molecule’s v2 API.

Name
Description
get_marks

Get mark prices and forward curves for crude oil, natural gas, basis, power, and carbon on any given date.

get_positions

Return your full position book with unrealized P&L, MTM changes, and options greeks by book. Ask what changed between two adjacent dates. Get a structured summary of drivers, not just raw rows. (Coming soon: non-adjacent dates with realized P&L.)

50,000+

Valuation rows a single portfolio comparison can produce — consolidated & compressed server-side so your AI can reason over it.

100%

Read-only at both tool and API layers, so AI can’t modify your data.

0

Data retained between requests, so your data never sits outside your system.

Ask anything.
See what comes back.

Get a live walkthrough with the Molecule team.