# Margins — AI Connector Margins publishes 9 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/finance/margins/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Finance](https://node8.ai/ai-connectors/finance/) # Margins Accrual accounting answers across a business's connected sources Listed in Claude · 9 published tools · Community-listed [Claude connector docs](https://margins.finaloop.com/mcp) [finaloop.com](https://finaloop.com/) Overview ## What Margins does Margins comes from Finaloop and sits on accrual-grade accounting data assembled from commerce, advertising, banking, payroll and inventory systems. The connector answers business questions against that base: sales and profit, blended return on ad spend, margin at the SKU level, cash runway, and anomalies in the numbers. Dashboards and scheduled reports can be described in plain language rather than configured in a builder. Nine tools are published, a small surface next to the breadth of source systems the product claims to reconcile. The listing is also filed under data and analytics. ### Who it is for Founders and finance leads at ecommerce businesses running books through Finaloop. ### Tool surface Nine tools are published and the endpoint asks for credentials before naming any, so the surface behind an offer this broad is not inspectable from outside an account. Availability ## Where Margins is listed Margins is listed in the Claude connectors directory only. Finaloop, Inc. has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory Margins publishes 9 tools to Claude. That is a mid-sized surface: 41.3% of the 1,253 Claude-listed connectors expose fewer. The median Claude-listed connector filed under Finance publishes 12, so this one sits 3 tools below its bucket's median, 95th of 159. It falls in the 7-10 tools band, which holds 14.6% of the Claude directory. Margins publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher Finaloop, Inc. Verification Community-listed (61.5% of the Claude directory) Filed under Financial Services Endpoint `https://mcp.finaloop.com/` Documentation [Publisher setup docs](https://margins.finaloop.com/mcp) Published tools 9 · 7-10 tools band Depth rank in Finance 95 of 159 Snapshot August 2026 Margins is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality. In the publisher's words ## How Finaloop, Inc. describes it > Most data tools guess. Margins doesn't. Connect 1,000+ sources — Shopify, Amazon, Stripe, Meta, Google, banks, payroll, inventory — and run your business from a Claude conversation on accrual-grade accounting data. Ask anything: sales and profits, blended ROAS, true SKU margin, cash runway, anomalies. Build dashboards and schedule reports in plain English. Every answer is reconciled to the penny — numbers you can defend in a board meeting Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Finance connectors ### [ForInvest](https://node8.ai/ai-connectors/finance/forinvest/) Turkish and global market data with analysis tools ChatGPT ### [MT Newswires](https://node8.ai/ai-connectors/finance/mt-newswires/) Real-time multi-asset financial newswire coverage Claude · ChatGPT ### [viaNexus vAST](https://node8.ai/ai-connectors/finance/vianexus-vast/) Licensed institutional market data through the viaNexus marketplace Claude ### [Wisesheets](https://node8.ai/ai-connectors/finance/wisesheets/) SEC sourced US company financials traceable back to XBRL Claude ### [CoinMarketCap](https://node8.ai/ai-connectors/finance/coinmarketcap/) Crypto prices, technical indicators, and market signals ChatGPT ### [Crypto.com](https://node8.ai/ai-connectors/finance/crypto-com/) Crypto prices, order books, candlesticks and trades from Crypto.com Claude [All 363 Finance connectors](https://node8.ai/ai-connectors/finance/) This is an independent catalogue entry compiled by Node8 from Margins's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Finaloop, Inc., and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session