corpusiq
Cross-source attribution across 37+ business tools. True ROAS in 14 seconds. Not a dashboard. A decision.
README
CorpusIQ Documentation
CorpusIQ is the live-data brain you plug into Claude or ChatGPT. Connect the tools you already pay for — QuickBooks, Shopify, Klaviyo, Google Ads, GA4, HubSpot, Slack, Gmail, and 35+ more — then ask plain-English questions and get real answers grounded in your own data.
Contents
Getting Started
Everything needed to go from zero to first answer.
| Page | Description |
|---|---|
| Quickstart Guide | Step-by-step: create account, connect AI, first connector, first prompt |
| How It Works | Architecture, MCP protocol, privacy, rate limits, skills, connectors explained |
| Examples | Claude Desktop config, MCP starter kit |
| What is CorpusIQ? | Product overview and value proposition |
Connectors
37+ live-data connectors across 11 categories. Each with setup guides, auth walkthroughs, and example prompts.
| Category | Connectors |
|---|---|
| Marketing & Analytics | GA4, Google Ads, LinkedIn Ads, Meta Ads, Ahrefs, Semrush, GSC, PostHog, TikTok |
| Email & Automation | Klaviyo, Mailchimp, ActiveCampaign, Constant Contact, Postscript |
| CRM & Sales | HubSpot, LeadConnector, Close, Odoo, Monday.com |
| Commerce | Shopify, Stripe, Amazon Seller, eBay, GunBroker |
| Finance | QuickBooks |
| Communication | Slack, Gmail, Outlook, Calendly, Notion |
| Files | Google Drive, OneDrive, Dropbox, Airtable |
| Databases | PostgreSQL, MSSQL, Cosmos DB, MongoDB |
Prompt Library
Battle-tested prompts for business operators. Copy, paste, get answers.
| Page | Use Case |
|---|---|
| Executive Summary | Multi-source business health overview |
| Marketing & ROAS | Campaign performance across Google Ads, Meta, LinkedIn |
| Ecommerce Ops | Shopify + Klaviyo + GA4 combined queries |
| Revenue & Finance | QuickBooks P&L, Stripe revenue, overdue invoices |
| Customer & CRM | HubSpot pipeline, lead scoring, deal velocity |
| Email & SMS | Klaviyo campaign performance, list health |
| Multi-Source | Cross-source queries combining 2+ connectors |
Browse all 10 prompt templates →
Recipes
Copy-paste workflows for common business operations.
| Recipe | Connectors Used |
|---|---|
| Shopify + QuickBooks Reconciliation | Shopify, QuickBooks |
| HubSpot + Klaviyo Pipeline | HubSpot, Klaviyo |
| Weekly Ad ROI Report | Google Ads, Meta Ads, GA4 |
| IndexNow Auto-Submit | GSC, IndexNow API |
How It Works
Understand the platform architecture.
| Page | Topic |
|---|---|
| What is CorpusIQ? | Product overview |
| MCP Architecture | Model Context Protocol deep dive |
| Connectors Explained | How live-data connectors work |
| Skills Explained | Cross-source runbook system |
| Metric Specs | Canonical KPI definitions and drift detection |
| Privacy & Security | Data handling, encryption, compliance |
| Rate Limits | API quotas and throttling |
Docs
Platform reference for developers and operators.
| Page | Topic |
|---|---|
| Architecture | System architecture and design decisions |
| Governance | Operational rules, monitoring, safety |
| Security | Auth, encryption, compliance |
| Reporting | Usage stats, token savings, analytics |
| Search | Cross-source search and retrieval |
| AI Agent Users | Using CorpusIQ from autonomous agents |
| AI Chat Users | Using CorpusIQ from Claude/ChatGPT |
| ChatGPT Integration | ChatGPT-specific setup |
| Supported Agents | Compatible AI platforms |
Hermes Community Hub
The largest collection of Hermes resources on GitHub. 39 pages covering architecture, MCP integration, deployment, skills catalog, governance, and production operations. Built from live experience running 24 autonomous agents across 37+ MCP connectors.
| Section | Content |
|---|---|
| Architecture | Six-layer autonomous agent design |
| Setup | DGX Spark + Mac Mini deployment |
| Orchestration | Hermes, CrewAI, LangGraph, Reflexion |
| Skills Catalog | 133+ skills, single source of truth |
| MCP Integration | 37+ CorpusIQ connectors for agents |
| Knowledge | GBrain, GraphRAG, Dream Cycle, Honcho |
| Infrastructure | DGX, Mac Mini, browser, auth, routing |
| Governance | Rules, crons, monitoring, email ops |
| Content Ops | Video, social, engagement automation |
| Tools Index | 233+ tools with repo links |
| Troubleshooting | Browser, OAuth, cron, model routing |
Browse the Hermes Community Hub →
Troubleshooting
Common issues and fixes for CorpusIQ users.
| Page | Issue |
|---|---|
| Claude Can't See CorpusIQ | MCP connection failures |
| ChatGPT Can't See CorpusIQ | ChatGPT integration issues |
| Connector Auth Failed | OAuth and credential problems |
| Connector Shows No Data | Empty results, permission gaps |
| Error Codes Reference | All error codes and resolutions |
Community & Contributing
| Page | Content |
|---|---|
| Contributing | Specific enhancement requests, recipes, examples, and bug reports |
| Community | Questions, early ideas, upvotes, and discussion paths |
| Progress | Documentation completion tracker |
| Changelog | What changed and when |
| Roadmap | Upcoming features and docs |
Quick Reference
| Question | Answer |
|---|---|
| How do I get started? | Quickstart → |
| What connectors are available? | All 37+ connectors → |
| How do I write a good prompt? | Prompt library → |
| How does it work under the hood? | How It Works → |
| Can my autonomous agent use this? | Hermes Community Hub → |
| Something's broken. Help? | Troubleshooting → |
| I want to contribute. | Contributing → |
| I have a connector idea. | Community → |
Repo Stats
| Metric | Value |
|---|---|
| Total pages | 130+ |
| Connector docs | 37+ |
| Prompt templates | 10 |
| Recipes | 5 |
| Troubleshooting guides | 6 |
| Hermes hub pages | 39 |
| Hermes tools indexed | 140+ |
| Total lines | 10,000+ |
Topics
mcp model-context-protocol ai-connectors business-intelligence claude chatgpt shopify quickbooks google-analytics hubspot stripe ai-agents llm-tools saas hermes
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.