Tag
Mcp
12 posts on mcp on The AI Career Lab. Working guides, how-to walkthroughs, and tool comparisons for professionals applying AI to real workflows.
Guides
We Built an MCP Server That AI Agents Pay — the Full x402 Loop, Verified On-Chain
A field report on x402 agent payments: per-call USDC pricing on MCP tools, the client-side payment loop nobody documents, and seven gotchas from getting real money to settle on-chain.
MCP Servers Explained for Professionals: A No-Code Primer
MCP is how AI models connect to outside data and tools. Here's what it is in plain language, and when a professional actually needs to care.
How-tos
How to Use the Adobe Creative Cloud MCP for Batch Editing (Photographers)
Wire Adobe's Lightroom + Express APIs into Claude via MCP and chain with the Photographer AI Prompts to batch-edit a wedding gallery, draft delivery copy, and stage social posts — without leaving the conversation.
How to Use the ATTOM Data MCP to Pull Comps for Real Estate Agents
Configure the ATTOM Data MCP server in Claude and chain it with the Realtor AI Prompts to pull comparable sales, build a CMA outline, and draft the listing description — without leaving the chat.
How to Use the Koncile MCP for Ambient Accounts-Payable Automation (Accountants)
Wire Koncile's document-extraction API into Claude via MCP, then chain it with the Accountant AI Prompts to classify, code, and queue invoices for approval — automatically, between client check-ins.
How to Use a Legal MCP for Contract Redlining (Solo Lawyers)
Wire a legal-tech MCP into Claude to surface contract risk in plain English, draft your redline in firm voice, and chain into client-facing explainers — without losing the trail of your legal judgment.
How to Use the Lender Price MCP to Run Rate Comparisons for Loan Officers
Wire Lender Price's pricing engine into Claude via MCP and chain it with the Loan Officer AI Prompts to produce TILA/RESPA-safe rate explainers in your voice — without screen-scraping or PDF math.
How to Use the Lido MCP to Extract Data from Veterinary Intake Forms
Wire Lido's spreadsheet-OCR engine into Claude via MCP to auto-extract structured data from paper or scanned intake forms, then chain it for client comms in your practice voice.
How to Use the MarketXLS MCP to Build Portfolio Reports (Financial Advisors)
Wire MarketXLS's portfolio + market-data APIs into Claude via MCP, then chain it for quarterly client letters that explain returns in plain English — without the compliance pitfalls of generic AI.
How to Use the Pipedream MCP to Connect QuickBooks + Gmail for Bookkeepers
Wire 500+ SaaS apps into Claude via Pipedream's MCP, then chain with the Bookkeeper AI Prompts to draft month-end close letters, variance commentary, and client follow-ups — without leaving the conversation.
How to Use the Playwright MCP to Pull MLS Listings for Real Estate Agents
Wire the Playwright MCP into Claude to scrape MLS-supplied data your agent dashboard exposes, then chain with the Realtor AI Prompts for a fair-housing-safe CMA outline and listing description — without copy-pasting from 6 tabs.
How to Use the Playwright MCP to Run Candidate Research for Recruiters
Wire the Playwright MCP into Claude to automate LinkedIn-style profile research, draft outreach in your voice, and run a one-person sourcing pipeline — without the bulk-scraping that gets accounts banned.