What is the Coupler MCP server?

Coupler is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.

How do MCP servers relate to agent skills?

Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.

How are reviews shown for Coupler?

This profile displays 10 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.5 out of 5—verify behavior in your own environment before production use.

analytics-data

Coupler▌

by railsware

The Coupler.io MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Coupler.io AP

Analyze business data fast with the Coupler.io MCP Server for Claude. This MCP server brings Coupler.io data flows into Claude for AI-powered querying and analysis across marketing, sales, finance, and e-commerce. Built-in tools let the AI fetch dataflow results, read schemas, list flows, and retrieve metadata. Transform raw platform data (Google Ads, Facebook, HubSpot, Salesforce) into up-to-date reports and metrics for forecasting, ROI, pipeline, cash flow, and accounts receivable insights. Designed for analysts and teams to ask natural-language questions and get actionable intelligence.

github stars

★ 3

GitHub Website

Connects hundreds of business data sourcesNatural language querying of business metricsReal-time data from major platforms

best for

/ Marketing analysts tracking ROI and campaign performance
/ Sales teams monitoring pipeline and forecasting revenue
/ Finance teams analyzing cash flow and profitability
/ Business analysts working with multi-platform data

capabilities

/ Fetch data from Coupler.io data flows
/ Query marketing metrics across multiple channels
/ Analyze sales pipeline and conversion data
/ Generate financial reports and cash flow insights
/ Read data schemas and flow metadata
/ Transform platform data into actionable reports

what it does

Connects Claude to your Coupler.io data flows, letting you query business data from platforms like Google Ads, HubSpot, and Salesforce using natural language questions.

about

Coupler is an official MCP server published by railsware that provides AI assistants with tools and capabilities via the Model Context Protocol. The Coupler.io MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Coupler.io AP It is categorized under analytics data.

how to install

You can install Coupler in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server supports remote connections over HTTP, so no local installation is required.

license

MIT

Coupler is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.

readme

README content is unavailable from source data for this server.

Open GitHub repository

FAQ

What is the Coupler MCP server?: Coupler is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
How do MCP servers relate to agent skills?: Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
How are reviews shown for Coupler?: This profile displays 10 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.5 out of 5—verify behavior in your own environment before production use.

MCP server reviews

Ratings

4.5★★★★★10 reviews

★★★★★Shikha Mishra· Oct 10, 2024
Coupler is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
★★★★★Piyush G· Sep 9, 2024
We evaluated Coupler against two servers with overlapping tools; this profile had the clearer scope statement.
★★★★★Chaitanya Patil· Aug 8, 2024
Useful MCP listing: Coupler is the kind of server we cite when onboarding engineers to host + tool permissions.
★★★★★Sakshi Patil· Jul 7, 2024
Coupler reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
★★★★★Ganesh Mohane· Jun 6, 2024
I recommend Coupler for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
★★★★★Oshnikdeep· May 5, 2024
Strong directory entry: Coupler surfaces stars and publisher context so we could sanity-check maintenance before adopting.
★★★★★Dhruvi Jain· Apr 4, 2024
Coupler has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
★★★★★Rahul Santra· Mar 3, 2024
According to our notes, Coupler benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
★★★★★Pratham Ware· Feb 2, 2024
We wired Coupler into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
★★★★★Yash Thakker· Jan 1, 2024
Coupler is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.