⏱ 11 min read
Searching for “OpenClaw Merrill”? You’re in the right place. Your Merrill account holds your financial life: checking balances, investment positions, retirement savings. Until now, getting “AI for Merrill” meant exporting CSVs, copying numbers, and hoping nothing was stale by the time you asked a question.
By Scott Blandford, Founder & CEO of Truthifi | Reviewed by Mike Young
Truthifi changes that. With an OpenClaw Merrill connection using Truthifi, OpenClaw can see your live Merrill portfolio data, balances, and transaction history. Truthifi rebuilds your historical data on connection: it fills gaps, corrects cost basis errors, and resolves ticker mismatches, so OpenClaw works with clean, normalized data from day one. All of this happens through a read-only MCP connector that never touches your credentials and cannot move money.
This guide walks you through setup (about 5 minutes), explains exactly what Truthifi allows and blocks with your Merrill data, and shows you how to turn raw financial data into actionable Merrill AI insights with OpenClaw.
Before you begin, you'll need:
A working OpenClaw installation. OpenClaw is open-source and self-hosted — you'll need it running on your own machine, server, or container. See docs.openclaw.ai for installation.
Either the mcporter skill (recommended path) — install via
npm install -g mcporter— or comfort editing the OpenClaw config file directly at~/.openclaw/openclaw.json.A Truthifi Connect account with at least one linked financial institution. Truthifi Connect is free to try, with paid plans from $5.99/month.
Plan note: OpenClaw itself is free and open-source — no subscription tier required on the OpenClaw side. Truthifi Connect's free tier is enough to get started.
Reverse-proxy gotcha: If your OpenClaw instance runs behind a reverse proxy (Caddy, nginx, Cloudflare Tunnel, etc.), set the MCP_ISSUER_URL environment variable to your public HTTPS URL. Otherwise the OAuth metadata advertises localhost and authentication fails silently.
What You Need
Before connecting OpenClaw to Merrill, you'll need a working OpenClaw installation (open-source and self-hosted; see docs.openclaw.ai), either the mcporter skill or comfort editing OpenClaw's config file directly, and a Truthifi Connect account with at least one linked financial institution. Truthifi's free tier is enough for personal use.
How to Connect OpenClaw to Your Merrill Account
Connecting OpenClaw to Merrill takes one of two paths: the mcporter skill (recommended) or direct config-file edit. Both register Truthifi as an MCP server that OpenClaw can call.
Install the mcporter skill (or prepare the OpenClaw config file). Path A (recommended): Run npm install -g mcporter to install the mcporter skill globally. Path B (direct config): locate ~/.openclaw/openclaw.json — you'll edit it manually. Either path requires a working OpenClaw installation; see docs.openclaw.ai for setup.
Register Truthifi as an MCP server. Path A: Run mcporter search truthifi to confirm Truthifi is in the registry, then mcporter install --target openclaw truthifi. Path B: Edit ~/.openclaw/openclaw.json and add Truthifi to the mcpServers block: {"mcpServers": {"truthifi": {"type": "http", "url": "
https://api.truthifi.com/mcp"}}}, then save and restart the OpenClaw gateway.Authorize your accounts. The first OpenClaw call to Truthifi triggers the OAuth flow in your browser. Sign in to your Truthifi account, select which Merrill accounts to share with OpenClaw, confirm the read-only scope, and click Authorize.
Confirm reverse-proxy config (if applicable). If your OpenClaw instance runs behind a reverse proxy (Caddy, nginx, Cloudflare Tunnel, etc.), set the MCP_ISSUER_URL environment variable to your public HTTPS URL — otherwise the OAuth metadata advertises localhost and authentication fails silently.
Verify the connection. Ask OpenClaw via your channel of choice (web, Discord, Telegram): "Use Truthifi to show my current asset allocation." If OpenClaw responds with your actual Merrill holdings, the connection is live across all OpenClaw channels.
Truthifi is now registered as an MCP server in your OpenClaw instance. Across web, Discord, Telegram, or any other channel you've configured, OpenClaw can pull live Merrill data on request. No per-conversation toggle — once registered, the connector is always available.
Example Prompts for OpenClaw
Portfolio Deep Dive
Pull my complete asset allocation across all my Merrill accounts and break it down by asset class, sector, and geography. Format the results as a table with dollar amounts and percentages for each category.
Fee Audit
Calculate the total expense ratios, advisory fees, and any other costs I'm paying across every fund and account in my Merrill portfolio. Show me the dollar amount per year for each fee layer and the cumulative impact over 10 years assuming 7% annual growth.
Retirement Readiness
Run a retirement readiness analysis using my current Merrill balances, contribution rate, and historical savings trajectory. Model three scenarios — conservative, moderate, and optimistic — and tell me at what age each scenario runs out of money. Present the results as a comparison table.
Stress Test
Stress-test my entire Merrill portfolio against a 2008-style market crash, a 2020-style rapid drawdown, and a sustained stagflation environment. Show projected drawdown percentages and estimated recovery timelines for each scenario.
Tax-Loss Harvesting
Identify every tax-loss harvesting opportunity in my Merrill taxable accounts. For each position with an unrealized loss, estimate the tax savings at a 24% federal bracket and suggest a replacement holding that maintains similar sector exposure.
Cash Flow Analysis
Analyze my spending and cash flow from my Merrill transaction history over the past 6 months. Categorize expenses into fixed, variable, and discretionary. Calculate my savings rate and flag any months where I spent more than I earned.
Rebalancing Plan
Compare my current Merrill portfolio to a standard 60/40 target allocation and to a three-fund lazy portfolio. For each comparison, show me where I'm overweight and underweight, and recommend specific rebalancing moves with dollar amounts.
Holdings Review
Review my top 10 holdings by portfolio weight and run a fundamental analysis on each — P/E ratio, dividend yield, 52-week performance, and analyst consensus. Flag any positions where concentration exceeds 10% of my total portfolio.
Account Overlap Check
Analyze the overlap between my Merrill brokerage account and my retirement accounts. Identify any duplicate holdings, correlated positions, or sectors where I have unintentional concentration risk across accounts.
Financial Dashboard
Summarize my complete financial picture across all connected Merrill accounts — total net worth, investment performance over the past 1, 3, and 5 years, total fees paid last year, and my current savings rate. Format this as an executive financial dashboard.
Why Truthifi?
Security
Your Merrill username and password never touch Truthifi's servers. Authentication occurs directly on your provider's domain, creating a read-only, protocol-enforced connection secured with AES-256 encryption. OpenClaw receives only scoped data tokens, never your actual credentials. You maintain complete control and can revoke access anytime at Merrill's connected apps settings or through your Truthifi dashboard.
Privacy
Your financial data stays under your complete control when using Truthifi. We never store login credentials from Merrill or any financial institution. You decide which specific accounts OpenClaw can access, creating selective permissions rather than blanket access. Data never gets sold to third parties, and connecting one AI tool doesn't automatically grant access to others.
Audit Trail
Every MCP data request is logged with complete session details for OpenClaw financial planning transparency. When OpenClaw accesses your Merrill account data, the timestamp and specific information retrieved gets recorded automatically. You maintain full visibility into which financial details were accessed during each interaction. This tracking means you always know exactly what happened with your sensitive financial information.
Data Quality
When Merrill delivers raw transaction data with Up to 18 months via online/mobile banking; 24 months via statements, Truthifi rebuilds historical information from multiple aggregation sources to correct these inconsistencies. Our normalization process fills data gaps and resolves ticker mismatches that could mislead OpenClaw financial planning algorithms. This process delivers up to 10 years of clean, accurate transaction history for reliable analysis.
About OpenClaw
OpenClaw is an open-source, self-hosted AI agent runtime. Unlike hosted assistants (ChatGPT, Claude, Perplexity, Grok), OpenClaw runs on your own infrastructure — server, container, or laptop. Connected to Truthifi via MCP, OpenClaw uses your live Merrill data while keeping the model interaction itself fully under your control. This is a strong fit for teams that won't send financial data to hosted services.
About Merrill
Affluent retail investors and high-net-worth individuals seeking full-service wealth management with access to dedicated financial advisors. These clients value personalized investment guidance, complete financial planning, and the backing of Bank of America's extensive resources. They typically maintain significant portfolios and prefer relationship-based advisory services over self-directed investing.
Headquarters: New York City, New York
Founded: 1914
AUM: $2.8T (2026)
Account Types:
Investment accounts
Wealth management
Private wealth management
Guided investing
Brokerage accounts
Notable Facts:
Merrill employs over 14,000 financial advisors, known as the 'thundering herd', managing $2.8 trillion in client assets
Bank of America acquired Merrill Lynch on September 14, 2008 at the height of the financial crisis, completing the acquisition in January 2009
In 2019, Bank of America rebranded the unit from 'Merrill Lynch' to simply 'Merrill'
Frequently Asked Questions
Is it safe to connect my Merrill account using Truthifi?
Connecting through Merrill's OAuth 2.0 flow ensures your login credentials stay exactly where they belong: on Merrill's own secure servers. When you connect, you're redirected to Merrill's domain to log in directly, then grant specific read-only permissions before returning to Truthifi. Your username and password never pass through our systems. OpenClaw receives only a scoped data token with read-only access, meaning it cannot move money, execute trades, or modify account settings. Every data request is logged for transparency, and you maintain full control through Merrill's connected apps settings or our dashboard. Complete security details at https://truthifi.com/security.
What does Truthifi allow with my Merrill data — and what does it block?
When you connect OpenClaw to financial accounts, the AI cannot move money, place trades, or change account settings due to architectural limitations. The read-only access token from OAuth 2.0 flow prevents OpenClaw from executing any transactions on your Merrill account. Instead, OpenClaw personal finance capabilities focus on surfacing your fee burden across funds, flagging allocation drift from your target, and modeling retirement scenarios using your actual contribution rate.
Financial advisors provide guidance based on your full financial picture, while AI analysis supplements your understanding between professional meetings.
What about my financial advisor?
The relationship between Merrill advisors and OpenClaw creates a support system for your financial planning needs.
What Merrill account types does Truthifi support?
Truthifi supports connecting your Merrill Investment accounts, Wealth management, Private wealth management, Guided investing, Brokerage accounts accounts through its read-only MCP connector. Each account type is linked with the same security architecture — no trading, no transfers, no changes to your Merrill settings. You can connect multiple account types simultaneously for a complete financial picture.
How does Truthifi compare to other options?
Feature | Truthifi + AI | Manual Upload | No Connection |
|---|---|---|---|
Live portfolio data | Live at query time | Manual export each session | Not available |
Read-only access | Protocol-enforced | Full account needed | N/A |
Credential storage | Never stored | Stored by tool | N/A |
Multi-account view | Unified across accounts | One at a time | N/A |
Cost basis | Normalized | Raw broker data | N/A |
Historical depth | Rebuilt on connection | Current only | N/A |
Up to 18 months via online/mobile banking; 24 months via statements | Corrected automatically | As-is from broker | N/A |
Merrill + OpenClaw | AI financial planning with live data | Manual comparison | No analysis |
How do I disconnect OpenClaw from Truthifi?
To disconnect OpenClaw from Truthifi: Path A — run mcporter uninstall --target openclaw truthifi (if installed via mcporter). Path B — edit ~/.openclaw/openclaw.json, remove the truthifi entry from mcpServers, save, restart the gateway. Either path stops OpenClaw from querying Merrill data immediately.
Your OpenClaw Merrill connection through Truthifi represents a new way to interact with your own financial data. No exports, no stale spreadsheets, no guesswork. Just your live OpenClaw Merrill portfolio view, analyzed whenever you have a question. Check your investment performance, run AI stock analysis, review fees across accounts, model retirement scenarios, or simply ask OpenClaw to explain what changed since last month.
Because the data refreshes automatically using Truthifi's read-only connector, every answer reflects your current balances, holdings, and transaction history — not a snapshot from days or weeks ago. Whether you manage a single brokerage account or coordinate across multiple financial institutions, the combination of OpenClaw and Truthifi puts real portfolio intelligence when you need it.
As OpenClaw evolves, the financial insight it can extract from your Merrill data will only deepen. This connection puts you closer to your own financial data. Privacy is central to the design: Truthifi never stores your credentials, and the read-only protocol means no AI assistant can execute transactions on your behalf. You stay in full control of what data is shared and can revoke access at any time through your account settings.
The result is financial transparency without financial risk — your data, your questions, on your schedule.
Congratulations! With your Merrill account now connected through Truthifi, OpenClaw can analyze your real portfolio data in real time. Track your investments, review your fees, and ask questions about your actual financial accounts. Your data flows using Truthifi's read-only MCP connector — OpenClaw can see your data but cannot make trades, move funds, or alter your account settings in any way.
Start with a simple question like 'What is my current asset allocation?' or 'How have my investments performed this year?' to see the connection in action. From there, you can explore deeper analyses specific to your financial goals. As you continue using OpenClaw with your Merrill data, you may discover patterns in your spending, identify underperforming holdings, or find opportunities to reduce fees across your portfolio.
Each conversation builds on the last, giving you progressively richer financial awareness. The more questions you ask, the more value this connection delivers.
Is connecting my Merrill account using Truthifi safe?
When you connect Merrill to OpenClaw, your login happens directly on your bank's secure domain through their official authentication system for OpenClaw financial planning.
What can Truthifi actually do with my Merrill data?
With OpenClaw, you can analyze your Merrill portfolio allocations to identify concentration risks across multiple investment accounts.
Do I need a paid OpenClaw plan?
No paid plan required on the OpenClaw side — OpenClaw is free, open-source, and self-hosted. You pay for whatever compute you run it on (laptop, server, cloud VM), not for OpenClaw itself. Truthifi has free and paid plans starting at $5.99/month; the free tier covers most personal-portfolio use cases for Merrill.
Where is my data stored?
Depends on your OpenClaw configuration. By default, OpenClaw queries Merrill data through Truthifi's MCP connector at conversation time and the data flows through reasoning context for that single chat. However, OpenClaw is self-hosted and configurable — your specific deployment may log conversation context to disk. Review your OpenClaw logging settings if persistent storage of financial data is a concern. Truthifi maintains the canonical encrypted record independent of OpenClaw.
How do I enable the OpenClaw connection with Truthifi?
OpenClaw's MCP connector model is different from hosted assistants — once Truthifi is registered in ~/.openclaw/openclaw.json, OpenClaw has access across all channels by default. There's no per-conversation toggle to re-enable. To temporarily restrict access, use OpenClaw's auth/permission settings to scope which users or channels can invoke Truthifi.
Does this replace my financial advisor?
No, connecting Merrill through Truthifi does not replace your financial advisor. The platform offers data analysis, not advisory services, while OpenClaw supplements advisors between meetings with account insights.
What is Truthifi?
Truthifi serves as an independent financial data platform that enables you to connect OpenClaw to financial accounts from over 18,000 US institutions. The service operates on a subscription model and does not sell data, earn commissions, or sell financial products. Through secure MCP integration, OpenClaw can access your Merrill accounts and other holdings for AI financial planning purposes.
Who can see my data?
No external parties can access your Merrill account information when using OpenClaw for finance. Only OpenClaw receives your data during active conversations, and we maintain a subscription model that never involves selling your financial information to third-party companies.
Informational only. Not financial advice. Consult a qualified financial advisor before making investment decisions. Truthifi is an independent platform. This guide reflects current product functionality as of May 2026.
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About the author
Scott Blandford is Founder & CEO of Truthifi, where he leads the company’s vision for transparent, AI-powered financial intelligence. Before founding Truthifi, Scott spent 25+ years in financial services, including senior roles at Fidelity Investments, Merrill Lynch, Bank of America, and TIAA, building the data infrastructure that institutions rely on to manage wealth at scale. He writes about the technology reshaping how people connect with and understand their financial lives.
Reviewed by Mike Young, Head of Product at Truthifi. Mike has 20+ years building digital investment platforms at Merrill Lynch, TIAA, JP Morgan, and Vanguard.
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