CorpusIQ
by
Provides live‑data integration that lets AI assistants answer business questions directly from sources such as QuickBooks, Shopify, Stripe, HubSpot, GA4, and 40+ other connectors.
CorpusIQ Overview
What is CorpusIQ about?
CorpusIQ delivers a live‑data brain for any LLM‑powered assistant. By linking dozens of SaaS, database, and file services through OAuth‑based connectors, it streams real‑time business metrics into chat interactions, eliminating the need for manual dashboards or CSV exports.
How to use CorpusIQ?
- Connect – Authorize each external service via its OAuth flow using the web UI or API.
- Ask – Pose a natural‑language question to ChatGPT, Claude, or any MCP‑compatible assistant.
- Get answers – The platform queries the connected sources, returns structured data with citations, and the AI continues the conversation.
Key features of CorpusIQ
- 40+ ready‑made connectors covering commerce, marketing, CRM, finance, communication, SEO, databases, and file storage.
- MCP‑native – Exposes a standard
mcpServers.corpusiqendpoint (https://mcp2.corpusiq.io/mcp) for zero‑code integration. - Real‑time data – Every query reflects the latest state of the source systems.
- Prompt library & recipes – Pre‑built workflows for common business analyses.
- Developer resources – REST API, OpenAPI spec, and detailed connector guides.
- Community‑driven – Open contributions for docs, new connectors, and automation recipes.
Use cases of CorpusIQ
- SaaS founders: Retrieve combined revenue, churn, and traffic metrics in a single sentence.
- E‑commerce operators: Compare Shopify sales with Meta Ads spend instantly.
- Agencies: Pull live data from multiple client platforms without building custom dashboards.
- Accountants: Ask QuickBooks financial questions in plain English.
- Autonomous AI agents: Enable 24/7 agents that can query live business data via the MCP protocol.
FAQ from the CorpusIQ
Q: Do I need to write code to start using the connectors? A: No. After authorizing a service, you can ask questions directly from any supported AI assistant.
Q: Is there a limit on the number of queries? A: Rate limits are documented in the API reference; higher limits are available on paid plans.
Q: How is my data protected? A: Connections use OAuth, data is streamed securely to the MCP endpoint, and no data is stored long‑term unless you enable logging.
Q: Can I add a custom connector? A: Yes – follow the connector guide to build and submit a new integration.
Q: What AI models can consume the data? A: Any model that supports the Model Context Protocol, including ChatGPT, Claude, Gemini, and open‑source LLMs.
CorpusIQ's README
title: README description: "CorpusIQ is the live-data brain you plug into ChatGPT, Claude, or any AI assistant. Connect the tools you already use - QuickBooks, Shopify, Stripe, Hu." last_updated: "2026-10-26"
CorpusIQ - Stop building reports by hand. Just ask your AI.
CorpusIQ is the live-data brain you plug into ChatGPT, Claude, or any AI assistant. Connect the tools you already use - QuickBooks, Shopify, Stripe, HubSpot, GA4, Klaviyo, Slack, and 40+ more - then ask plain-English questions and get answers grounded in your actual business data. No dashboards. No reports. No waiting on someone to pull the numbers.
"How much did we make last month across Shopify and Stripe?" - answered in seconds.
What makes it different
| Instead of... | CorpusIQ lets you... |
|---|---|
| Building dashboards nobody checks | Ask questions in plain English, get real data |
| Exporting CSVs from 5 different tools | Query everything at once - cross-source, live |
| Waiting on someone to "pull the numbers" | Get answers in seconds, not days |
| Learning SQL or hiring a data team | Your AI assistant becomes your analyst |
| Static reports that are outdated by lunch | Live data, every time you ask |
How it works - 3 steps
- Connect - Authorize external-source retrieval through each provider's documented OAuth flow
- Ask - Type a question in ChatGPT, Claude, or any MCP-compatible assistant
- Get answers - Source data passes through CorpusIQ to the requesting AI client with citations; that client's conversation policy applies after receipt.
Read the full docs: corpusiq.io/docs - Quickstart, API reference, connector guides, troubleshooting.
40+ live-data connectors
| Category | What you can query |
|---|---|
| Commerce | Shopify orders, Stripe charges, Amazon Seller, eBay |
| Marketing | GA4 traffic, Google Ads spend, Meta Ads ROAS, LinkedIn Ads, TikTok |
| CRM | HubSpot deals, LeadConnector pipelines, Close CRM, Monday.com |
| Finance | QuickBooks P&L, invoices, balance sheet |
| Email/SMS | Klaviyo campaigns, Mailchimp lists, ActiveCampaign automations |
| Communication | Slack messages, Gmail, Outlook, Calendly events |
| SEO | Ahrefs rankings, Semrush keywords, Google Search Console |
| Databases | PostgreSQL, MSSQL, Cosmos DB, MongoDB |
| Files | Google Drive, OneDrive, Dropbox, Airtable, Notion |
Who uses CorpusIQ
- SaaS founders - Revenue across Stripe + QuickBooks, churn from HubSpot, GA4 traffic - one question.
- Ecommerce operators - Shopify orders, Klaviyo campaign ROAS, Meta Ads spend - side by side.
- Agencies - Pull live data from 5+ client platforms, deliver answers without building reports.
- Accountants - Ask QuickBooks questions in plain English instead of running reports.
- AI agents - 24/7 autonomous agents querying live business data via MCP protocol.
This repo: Everything you need
| Section | What's inside |
|---|---|
| Quickstart | Create account → connect AI → first query in 5 minutes |
| Prompt Library | Battle-tested prompts for executives, marketers, operators |
| Connector Guides | Setup walkthroughs for all 40+ integrations |
| How It Works | MCP architecture, privacy, rate limits, skills system |
| Hermes Community Hub | 130+ pages: autonomous agents, skills catalog, infrastructure |
| Troubleshooting | Common issues, error codes, OAuth fixes |
| Recipes | Copy-paste workflows for common business operations |
| API Reference | REST API, endpoints, OpenAPI spec |
For developers: MCP-native from day one
CorpusIQ is built on the Model Context Protocol (MCP) - the open standard for connecting AI assistants to external tools and data.
{
"mcpServers": {
"corpusiq": {
"url": "https://mcp2.corpusiq.io/mcp",
"transport": "streamable-http"
}
}
}
Your AI assistant gets 40+ live data tools instantly. No SDK. No custom integration. Just works.
Contributing
This docs repo is open for contributions:
- Content gaps - See open issues tagged
good first issue - New recipes - Share workflows that combine 2+ connectors
- Connector requests - Open an issue
- Docs fixes - PRs welcome for typos, clarifications, improvements
See CONTRIBUTING.md for the full guide.
Stay connected
- Website: corpusiq.io
- Affiliate program: 25% recurring for 3 years
- GitHub Discussions: Ask questions, share ideas
- MCP directory: Listed on mcp.so, Smithery.ai, and the Official MCP Registry
Topics
mcp model-context-protocol ai-connectors business-intelligence claude chatgpt perplexity shopify quickbooks google-analytics hubspot stripe ai-agents llm-tools saas business-analytics data-integration autonomous-agents ai-assistant mcp-server
CorpusIQ - Stop building reports by hand. Just ask your AI.
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