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# CorpusIQ Documentation — AI Assistant Index > Index for LLMs and coding agents. Full page content at llms-full.txt. > CorpusIQ connects 40+ business tools to AI clients through read-only MCP access. > For MCP connector requests, CorpusIQ fetches source records live and returns them to the requesting AI client. It does not retain raw customer files or full connector response payloads, and it does not build embeddings, file indexes, or cached or indexed summaries. Query text, per-user tool-call metadata, and bounded outcome summaries are retained in operational logs for up to 30 days. ## Core - [Consistent Business Answers You Can Trust](https://www.corpusiq.io/docs): CorpusIQ connects 40+ business tools (QuickBooks, Shopify, Stripe, HubSpot, GA4) to ChatGPT, Claude, and Perplexity via MCP. The same number everywher - [Get Consistent Business Answers in Under 5 Minutes](https://www.corpusiq.io/docs/quick-start): Connect QuickBooks, Shopify, Stripe, or HubSpot to ChatGPT in under 5 minutes. Step-by-step CorpusIQ setup: sign up, connect tools via OAuth, get API - [CorpusIQ Connectors - 40+ Business Tools, One MCP Endpoint](https://www.corpusiq.io/docs/connectors): Complete directory of 40+ CorpusIQ connectors: QuickBooks, Shopify, Stripe, HubSpot, GA4, Google Ads, Meta Ads, Salesforce, Slack, Gmail, Notion, and - [Security](https://www.corpusiq.io/docs/security): - [Changelog](https://www.corpusiq.io/docs/changelog): Complete CorpusIQ changelog and version history. Track API updates, new endpoints, connector additions, security improvements, and breaking changes. F - [Supported AI Agents](https://www.corpusiq.io/docs/supported-agents): Complete MCP configuration guides for all supported AI agents: Claude Desktop, Cursor, Hermes, Windsurf, Roo Code. Copy-paste JSON config blocks for i - [What Is an MCP Server? How the Model Context Protocol Powers AI Data Access](https://www.corpusiq.io/docs/what-is-an-mcp-server): Learn what an MCP server is and how Anthropic's Model Context Protocol powers AI-to-business-data connections. Discover real-time natural language que - [Benefits of MCP for Business: 9 Reasons to Connect Your Data to AI](https://www.corpusiq.io/docs/benefits-of-mcp-for-business): Discover the 9 key benefits of MCP servers for business: real-time data access, read-only security defaults, AI-native simplicity, source-cited answer - [Architecture](https://www.corpusiq.io/docs/architecture): Complete CorpusIQ system architecture: MCP endpoint, OAuth 2.0 authentication layer, 40+ connector adapters, data flow from AI agent to business sourc - [Onboarding Guide](https://www.corpusiq.io/docs/onboarding): First time using CorpusIQ? This guide walks through account setup, connecting your first business tools, and asking your first cross-source question i - [CorpusIQ API Reference](https://www.corpusiq.io/docs/api): Complete CorpusIQ API reference: authentication, endpoints, rate limits, error codes, OpenAPI spec, schemas, and webhooks. Everything you need to inte ## Market Pages - [AI for Audit Readiness: Always Prepared, Never Scrambling](https://www.corpusiq.io/docs/ai-for-audit-readiness): Transform audit preparation with AI. Query financial records, policies, and controls across systems in natural language. Instant evidence gathering, c - [AI for Business Intelligence: From Dashboards to Conversations](https://www.corpusiq.io/docs/ai-for-business-intelligence): Discover how AI transforms business intelligence. Query data across all your tools in natural language, automate reporting, and democratize analytics - [AI for Compliance: Real-Time Regulatory Intelligence](https://www.corpusiq.io/docs/ai-for-compliance): Transform compliance operations with AI. Query financial records, policies, and controls across systems in natural language. Automated compliance chec - [AI for Customer Support: Smarter, Faster Customer Intelligence](https://www.corpusiq.io/docs/ai-for-customer-support): Transform customer support with AI. Query tickets, CRM, billing, and product data in natural language. Faster resolution, proactive support, and cross - [AI for Data Analysis: From SQL Queries to Natural Conversations](https://www.corpusiq.io/docs/ai-for-data-analysis): Transform data analysis with AI. Query databases, spreadsheets, and business tools in natural language. Instant SQL-free analysis, cross-source correl - [AI for Document Search: Find Answers, Not Just Files](https://www.corpusiq.io/docs/ai-for-document-search): Transform document search with AI. Find information across SharePoint, Google Drive, OneDrive, and Notion in natural language. Read document contents, - [AI for Executive Reporting: Instant Board-Ready Intelligence](https://www.corpusiq.io/docs/ai-for-executive-reporting): Transform executive reporting with AI. Generate board-ready reports from live data across all business systems. Instant business health summaries, fin - [AI for Financial Analysis: Real-Time Finance Intelligence](https://www.corpusiq.io/docs/ai-for-financial-analysis): Transform financial analysis with AI. Query QuickBooks, Stripe, and NetSuite in natural language. Instant P&L, cash flow, and variance analysis on a r - [AI for Forecasting: Predictive Intelligence from Live Data](https://www.corpusiq.io/docs/ai-for-forecasting): Transform business forecasting with AI. Combine historical data, pipeline, and market signals for accurate predictions. Revenue forecasting, cash flow - [AI for Knowledge Management: Unlock Your Organization's Brain](https://www.corpusiq.io/docs/ai-for-knowledge-management): Transform knowledge management with AI. Query wikis, docs, Slack, and project tools in natural language. Surface institutional knowledge, accelerate o - [AI for KPI Monitoring: Real-Time Metrics at Your Fingertips](https://www.corpusiq.io/docs/ai-for-kpi-monitoring): Transform KPI monitoring with AI. Track key performance indicators across all business systems in real time. Automated alerts, trend detection, and cr - [AI for Marketing Analytics: Campaign Intelligence in Real Time](https://www.corpusiq.io/docs/ai-for-marketing-analytics): Transform marketing analytics with AI. Query Google Ads, Facebook Ads, GA4, Klaviyo, and more in natural language. Instant ROAS, attribution, and camp - [AI for Project Management: From Status Meetings to Instant Answers](https://www.corpusiq.io/docs/ai-for-project-management): Transform project management with AI. Query Monday.com, Notion, Slack, and calendars in natural language. Instant status reports, blocker identificati - [AI for Revenue Operations: Unify Your Revenue Data](https://www.corpusiq.io/docs/ai-for-revenue-operations): Transform Revenue Operations with AI. Connect CRM, marketing, billing, and analytics for unified revenue intelligence. Cross-source analysis, real-tim - [AI for Sales Reporting: Pipeline Intelligence in Real Time](https://www.corpusiq.io/docs/ai-for-sales-reporting): Transform sales reporting with AI. Query Salesforce, HubSpot, Close CRM in natural language. Instant pipeline analysis, rep performance, and forecasti ## Comparison Pages - [CorpusIQ vs Zapier -- MCP Real-Time AI-Native vs Workflow Automation](https://www.corpusiq.io/docs/corpusiq-vs-zapier): CorpusIQ MCP platform vs Zapier workflow automation: real-time AI-native data access vs trigger-action pipelines. Fair comparison with strengths of ea - [CorpusIQ vs Airbyte: Instant AI vs Data Pipeline](https://www.corpusiq.io/docs/corpusiq-vs-airbyte): Compare CorpusIQ vs Airbyte. Direct AI queries vs ETL pipelines. Real-time answers vs batch processing. Read-only OAuth vs data warehouse. - [CorpusIQ vs Viktor AI: Who Actually Controls the Data?](https://www.corpusiq.io/docs/corpusiq-vs-viktor): CorpusIQ owns the full intelligence layer -- validation, normalization, entity resolution, anti-drift. Viktor outsources its connector layer so it c ## Developer Guides - [CorpusIQ MCP architecture](https://www.corpusiq.io/docs/how-it-works/mcp-architecture): For developers: how CorpusIQ exposes 40+ business connectors through Model Context Protocol, how tools are named and scoped, and how the architecture - [MCP authentication and connection failure classes](https://www.corpusiq.io/docs/how-it-works/mcp-auth-failure-classes): A field guide to the eight connection and OAuth failures that break MCP servers in production: symptoms, how to tell them apart, and the fix pattern f - [Connectors, explained](https://www.corpusiq.io/docs/how-it-works/connectors-explained): A connector is a one-way, read-only link between CorpusIQ and your business tools. This page explains how connectors work, what scopes mean, and why d - [The skills engine, explained](https://www.corpusiq.io/docs/how-it-works/skills-explained): Skills are what make CorpusIQ answers good. This page explains how the skills router picks the right capability for your question and keeps answers co - [Metric Specs](https://www.corpusiq.io/docs/how-it-works/metric-specs): A metric spec is a small, user-declared recipe for one business number. Define ROAS once, and every assistant returns the same definition with the sam - [Rate limits & quotas](https://www.corpusiq.io/docs/how-it-works/rate-limits-and-quotas): Every connector has constraints. This page maps them so you know what to expect in production and how to optimize queries.. - [Privacy and security](https://www.corpusiq.io/docs/how-it-works/privacy-and-security): The short version: CorpusIQ reads your business data when you ask, returns cited answers, and retains no raw customer files. Full privacy model, scope ## Connectors - [Connectors](https://www.corpusiq.io/docs/connectors): CorpusIQ connects 40+ business tools to ChatGPT, Claude, and Perplexity with read-only OAuth. Browse every connector: Shopify, QuickBooks, Stripe, GA4 - [ActiveCampaign](https://www.corpusiq.io/docs/connectors/activecampaign): ActiveCampaign holds your email contacts, automations, and pipeline deals - the moment-by-moment record of how prospects move from a first open to a c - [Adzviser Alternative: CorpusIQ for Business AI Data](https://www.corpusiq.io/docs/connectors/adzviser-alternative): Looking for an Adzviser alternative? See how CorpusIQ connects business data to Claude, ChatGPT, and Perplexity with cited answers from live systems. - [Ahrefs](https://www.corpusiq.io/docs/connectors/ahrefs): Ahrefs is one of the most trusted platforms for backlink analysis and domain authority scoring. Connecting it lets CorpusIQ pull domain ratings, organ - [The Best MCP Server for Business Data (2026)](https://www.corpusiq.io/docs/connectors/ai-mcp-server-for-business-data): Your AI is smart but blind to your actual data. See how an MCP server for business data connects Claude, ChatGPT, and Perplexity to live systems. - [Airtable](https://www.corpusiq.io/docs/connectors/airtable): Airtable holds operating data that never makes it into your BI tools. Connect it read-only and ask questions across Airtable and your other systems wi - [Amazon Seller](https://www.corpusiq.io/docs/connectors/amazon_seller): If you sell on Amazon, your real revenue picture is split across Shopify (your own store) and Seller Central (the marketplace). Connecting Amazon Sell - [Calendly](https://www.corpusiq.io/docs/connectors/calendly): Your calendar tells one story; your booking link tells another. Calendly knows which prospects actually booked, who showed up, who canceled, and what. - [How to Connect ChatGPT to Your Business Data (2026 Guide)](https://www.corpusiq.io/docs/connectors/chatgpt-business-data-connector): ChatGPT cannot see your Shopify orders, QuickBooks books, Google Ads spend, or HubSpot pipeline. Here is how to connect your business data in 5 minute - [Close](https://www.corpusiq.io/docs/connectors/close): Close is where your outbound sales motion lives - leads, opportunities, and the calls and emails that move them forward. Connecting it lets CorpusIQ p - [Connect Airtable to Claude (Plain English Q&A)](https://www.corpusiq.io/docs/connectors/connect-airtable-to-claude): Connect Airtable to Claude through CorpusIQ and ask questions about projects, inventory, and CRM records instead of building views and filters manuall - [How to Connect GA4 to Claude (Plain English Q&A)](https://www.corpusiq.io/docs/connectors/connect-ga4-to-claude): GA4 is powerful and complicated. CorpusIQ connects it to Claude so you can skip the interface entirely and just ask plain-English questions about traf - [How to Connect Google Ads to Claude (Plain English)](https://www.corpusiq.io/docs/connectors/connect-google-ads-to-claude): Your Google Ads dashboard shows clicks and spend but not profit. Connect Google Ads to Claude through CorpusIQ and ask the questions that actually mat - [How to Connect HubSpot to Claude (Plain English Q&A)](https://www.corpusiq.io/docs/connectors/connect-hubspot-to-claude): Stop building HubSpot reports that no one reads. Connect HubSpot to Claude through CorpusIQ and ask your pipeline and deal questions directly. - [How to Connect Klaviyo to Claude (Plain English)](https://www.corpusiq.io/docs/connectors/connect-klaviyo-to-claude): Klaviyo has the data. Claude has the reasoning. CorpusIQ connects them so you can ask plain-English questions about your email marketing performance. - [How to Connect LinkedIn Ads to Claude (Plain English)](https://www.corpusiq.io/docs/connectors/connect-linkedin-ads-to-claude): Stop exporting LinkedIn Ads reports into spreadsheets. Connect LinkedIn Ads to Claude through CorpusIQ and ask your campaign questions directly. - [Connect Meta Ads (Facebook + Instagram) to Claude](https://www.corpusiq.io/docs/connectors/connect-meta-ads-to-claude): Your Meta Ads dashboard shows spend and reach but not profit. Connect Meta Ads to Claude through CorpusIQ for true ROAS across Shopify and Stripe. - [How to Connect QuickBooks to Claude (Plain English Q&A)](https://www.corpusiq.io/docs/connectors/connect-quickbooks-to-claude): Instead of running QuickBooks reports and copy-pasting into a spreadsheet, connect QuickBooks to Claude through CorpusIQ and ask your accounting quest - [How to Connect Shopify to Claude (Live Data, No CSV Exports)](https://www.corpusiq.io/docs/connectors/connect-shopify-to-claude): Stop exporting CSVs from Shopify to answer basic questions. CorpusIQ connects your live Shopify store to Claude, ChatGPT, and Perplexity for real answ - [Connect Slack to Claude (Search and Analyze Your Workspace)](https://www.corpusiq.io/docs/connectors/connect-slack-to-claude): Stop searching through Slack manually. Connect Slack to Claude through CorpusIQ and ask questions about your workspace activity, channels, and message - [Connect Stripe to Claude (Plain English Q&A)](https://www.corpusiq.io/docs/connectors/connect-stripe-to-claude): Stripe holds your revenue data. Claude has the reasoning. CorpusIQ connects them so you can ask questions about payments, payouts, and disputes. - [Constant Contact](https://www.corpusiq.io/docs/connectors/constantcontact): If Constant Contact is where your email lives, this connector pulls campaign performance and contact lists into the same view as your Shopify revenue. - [Azure Cosmos DB](https://www.corpusiq.io/docs/connectors/cosmosdb): Cosmos DB is often where the unglamorous-but-critical data lives: event logs, telemetry, user activity, IoT readings. Connecting it lets CorpusIQ run. - [Dropbox](https://www.corpusiq.io/docs/connectors/dropbox): A lot of operating context - contracts, past board updates, vendor invoices, design files - lives in Dropbox folders. Connecting Dropbox lets CorpusIQ - [eBay](https://www.corpusiq.io/docs/connectors/ebay): For eBay sellers, the financial truth sits inside Seller Hub - orders, transactions, fees, seller standards, traffic. Connecting eBay lets CorpusIQ fo - [Meta (Facebook, Instagram, Ads)](https://www.corpusiq.io/docs/connectors/facebook_marketing): Meta Ads is one of the largest line items in a SaaS or ecommerce budget. Connect Meta read-only and compare its numbers honestly to GA4 and Shopify. - [GA4 - Google Analytics 4](https://www.corpusiq.io/docs/connectors/ga4): Connect GA4 to CorpusIQ and ask plain-English questions about your website traffic, conversions, acquisition sources, and revenue - without leaving Cl - [GoHighLevel (LeadConnector)](https://www.corpusiq.io/docs/connectors/gohighlevel): If you run an agency or service business on GoHighLevel, this is where contacts, pipelines, appointments, and payments all converge. Connecting it let - [Google Ads for agencies: one manager account, one connection](https://www.corpusiq.io/docs/connectors/google-ads-for-agencies): Set up one Google Ads Manager Account and one agency-controlled Google identity so CorpusIQ can report across linked client accounts. - [Google Ads](https://www.corpusiq.io/docs/connectors/google_ads): Google Ads is often the single largest acquisition channel, and the platform's reported conversions rarely match what GA4 or your CRM actually see. Co - [Google Workspace - Gmail, Calendar, Drive, GA4, Ads](https://www.corpusiq.io/docs/connectors/google_workspace): One Google connection for everything: Gmail, Calendar, Drive, GA4, Google Ads, and Search Console. Ask questions across all of it with cited answers. - [GunBroker](https://www.corpusiq.io/docs/connectors/gunbroker): GunBroker is the primary marketplace for firearms sellers, and its data - active listings, watchers, sold revenue, fraud claims - lives nowhere else.. - [HubSpot](https://www.corpusiq.io/docs/connectors/hubspot): HubSpot is where your sales pipeline, customer relationships, and deal history live. Connecting it lets CorpusIQ answer \"how is my pipeline doing?\" - [IMAP Email](https://www.corpusiq.io/docs/connectors/imap): Not every mailbox is Gmail or Outlook. If you run email on Fastmail, ProtonMail Bridge, your own domain, or a hosted IMAP provider, this connector let - [IndexNow](https://www.corpusiq.io/docs/connectors/indexnow): Automatically notify Bing, Yandex, Seznam, and other engines when you publish content. The IndexNow connector keeps search engines in sync with your s - [Klaviyo](https://www.corpusiq.io/docs/connectors/klaviyo): For ecommerce brands, Klaviyo is where email and SMS revenue actually gets attributed. Connecting it lets CorpusIQ pull campaign performance, flow rev - [LinkedIn Ads](https://www.corpusiq.io/docs/connectors/linkedin-ads): LinkedIn Ads is the primary paid-acquisition channel for B2B. Connecting it lets CorpusIQ pull campaign performance, creative analytics, and account-l - [Mailchimp](https://www.corpusiq.io/docs/connectors/mailchimp): Pull your Mailchimp campaign performance into the same conversation as your store revenue, ad spend, and customer list. Ask whether your last newslett - [MCP Server for Shopify and QuickBooks: Ask Both at Once](https://www.corpusiq.io/docs/connectors/mcp-server-shopify-quickbooks): Does your Shopify revenue match your QuickBooks books? With CorpusIQ MCP, reconciling Shopify and QuickBooks is one question instead of hours of expor - [Monday.com](https://www.corpusiq.io/docs/connectors/monday): Bring your Monday.com boards into conversations about how the business is actually running. Ask which projects are blocked, who owns what, and what's. - [MongoDB](https://www.corpusiq.io/docs/connectors/mongodb): MongoDB is a planned CorpusIQ connector, not a live one. Status is to be determined and driven by customer demand. - [Microsoft SQL Server (MSSQL)](https://www.corpusiq.io/docs/connectors/mssql): Connect a SQL Server or Azure SQL database and ask questions about your operational data without writing SQL. Useful for internal systems - ERPs, line - [Notion](https://www.corpusiq.io/docs/connectors/notion): Notion holds a surprising amount of business data that lives outside your SaaS tools - project plans, meeting notes, hiring trackers, product specs. C - [Odoo](https://www.corpusiq.io/docs/connectors/odoo): Pull your Odoo ERP into conversation - sales orders, invoices, CRM pipeline, inventory, projects, employees - without clicking through twenty Odoo scr - [OneDrive](https://www.corpusiq.io/docs/connectors/onedrive): Let CorpusIQ read your OneDrive files when answering questions - contracts, spreadsheets, board decks, prior reports. Stop digging through folders to. - [Outlook](https://www.corpusiq.io/docs/connectors/outlook): Pull your Outlook inbox and calendar into the conversation. Ask what's on your plate this week, what a customer last emailed you, or what's blocking a - [Connect Perplexity to Your Business Data via MCP](https://www.corpusiq.io/docs/connectors/perplexity-business-data-mcp): Perplexity answers questions about the world. Connect your actual business data via CorpusIQ MCP and get answers about both at once. - [PostgreSQL](https://www.corpusiq.io/docs/connectors/postgres): Point CorpusIQ at your production or analytics Postgres database and ask questions about your real data in plain English. Skip the JIRA ticket to engi - [PostHog - Product Analytics](https://www.corpusiq.io/docs/connectors/posthog): Connect PostHog to CorpusIQ and ask plain-English questions about user behavior, product events, funnels, and retention - inside Claude or ChatGPT.. - [Postscript](https://www.corpusiq.io/docs/connectors/postscript): Bring your Postscript SMS marketing data into conversation with the rest of your stack. Ask about subscriber growth, opt-in keywords, and how SMS comp - [QuickBooks](https://www.corpusiq.io/docs/connectors/quickbooks): Make your books answerable in plain English. Cash position, P&L, overdue invoices, AR aging, customer balances - without opening QuickBooks Online and - [Google Search Console](https://www.corpusiq.io/docs/connectors/search-console): Google Search Console is the ground truth for how your site performs in Google Search - clicks, impressions, average position, and the queries that dr - [Semrush](https://www.corpusiq.io/docs/connectors/semrush): Bring SEO and competitive search data into the conversation. Ask which keywords your competitors rank for, what your backlink profile looks like, and. - [Shopify](https://www.corpusiq.io/docs/connectors/shopify): Make your store answerable in plain English. Revenue, orders, AOV, top products, refunds, customer LTV - and the same numbers joined to QuickBooks, yo - [Slack](https://www.corpusiq.io/docs/connectors/slack): Pull Slack conversations into the answer. Ask what your team discussed about a customer, what was decided in #leadership last Tuesday, or who's been t - [Stripe](https://www.corpusiq.io/docs/connectors/stripe): See your payment activity inside the conversation. Ask which customers paid this month, what your charge history looks like, why your last payout does - [TikTok](https://www.corpusiq.io/docs/connectors/tiktok): Bring your TikTok account analytics into the same view as your other channels. Ask which videos are driving the most engagement and how TikTok stacks. - [Windsor.ai Alternative: CorpusIQ for Business AI Data](https://www.corpusiq.io/docs/connectors/windsor-ai-alternative): Looking for a Windsor.ai alternative? See how CorpusIQ connects business data to Claude, ChatGPT, and Perplexity with cited answers from live systems. - [YouTube](https://www.corpusiq.io/docs/connectors/youtube): Bring your YouTube channel analytics into conversation alongside your other marketing data. Ask which videos drove traffic, where viewers are coming f ## Hermes Hub - [🫡 Hermes Community Hub](https://www.corpusiq.io/docs/hermes): The largest structured Hermes Agent knowledge base: tools, skills, MCP servers, agents, blueprints, and case studies. Updated daily. - [Hermes Ecosystem Directory](https://www.corpusiq.io/docs/hermes/ecosystem): Comprehensive directory of the Hermes Agent ecosystem - 429+ repos, tools, skills, and integrations - [Skills Marketplace](https://www.corpusiq.io/docs/hermes/skills/marketplace): Discover and install community skills from skills.sh -- 1,151+ curated skills across 22 categories. Browse by category, check trending skills, submi - [Hermes Agent Library -- 9 Production-Ready AI Agent Blueprints](https://www.corpusiq.io/docs/hermes/agents): Complete library of 9 role-specific Hermes agent configurations: sales, marketing, devops, support, finance, HR, research, legal, and executive. Deplo - [Templates](https://www.corpusiq.io/docs/hermes/templates): Ready-to-use templates for Hermes Agent configurations, skills, and deployment patterns. Part of the Hermes Skills Library.