> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agent-corex.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Agent-CoreX Documentation

> Complete guide to Agent-CoreX - a dynamic MCP-based AI agent framework for building intelligent agents with access to 100+ MCP servers.

<div style={{ textAlign: 'center', marginBottom: '3rem' }}>
  <h1 style={{ fontSize: '2.5rem', marginBottom: '1rem' }}>Welcome to Agent-CoreX Documentation</h1>

  <p style={{ fontSize: '1.1rem', color: '#6b7280', marginBottom: '2rem' }}>
    Build intelligent AI agents with dynamic tool discovery and MCP server integration
  </p>

  <div style={{ display: 'flex', gap: '1rem', justifyContent: 'center', flexWrap: 'wrap' }}>
    <a href="/getting-started/quickstart" style={{ 
          padding: '0.75rem 1.5rem', 
          background: '#6366f1', 
          color: 'white', 
          borderRadius: '0.5rem',
          textDecoration: 'none',
          fontWeight: '600'
        }}>Get Started</a>
    <a href="https://www.agent-corex.com" style={{ 
          padding: '0.75rem 1.5rem', 
          background: '#e5e7eb', 
          color: '#1f2937', 
          borderRadius: '0.5rem',
          textDecoration: 'none',
          fontWeight: '600'
        }}>Visit Main Site</a>
  </div>
</div>

***

## What is Agent-CoreX?

Agent-CoreX is a powerful framework for building **AI agents that dynamically discover and execute tools** using the Model Context Protocol (MCP). It enables developers to create intelligent automation workflows with flexible, on-demand access to 100+ MCP servers.

**Key Capabilities:**

* ✨ **Dynamic Tool Discovery** - Find the perfect tool using natural language
* 🔌 **MCP Integration** - Seamless connection with 100+ MCP servers
* 🎯 **Smart Ranking** - AI-powered tool selection based on context
* ⚡ **Token Optimization** - Minimize token usage with intelligent caching
* 🏢 **Production-Ready** - Enterprise-grade security and monitoring

***

## Documentation Sections

<CardGroup cols={2}>
  <Card title="Getting Started" icon="rocket" href="/getting-started/introduction">
    Learn the basics of Agent-CoreX, from introduction to architecture.
  </Card>

  <Card title="Core Concepts" icon="lightbulb" href="/core-concepts/overview">
    Dive deep into tool lifecycle, dynamic retrieval, and microservices.
  </Card>

  <Card title="MCP Servers" icon="plug" href="/mcp/what-is-mcp">
    Understand MCP, explore available servers, and setup integration.
  </Card>

  <Card title="Tool Retrieval System" icon="search" href="/tool-retrieval/how-it-works">
    Master tool ranking, retrieval logic, and optimization strategies.
  </Card>

  <Card title="Use Cases" icon="briefcase" href="/use-cases/github-automation">
    Real-world examples: GitHub automation, DevOps, Jira/Slack workflows.
  </Card>

  <Card title="API Reference" icon="code" href="/api-reference/overview">
    Complete API documentation, endpoints, and SDK references.
  </Card>

  <Card title="Guides" icon="book" href="/guides/getting-started">
    Step-by-step guides for authentication, setup, and optimization.
  </Card>

  <Card title="Examples" icon="sparkles" href="/examples/sample-queries">
    Practical code examples and execution flows.
  </Card>
</CardGroup>

***

## Quick Navigation

### For First-Time Users

1. **[What is Agent-CoreX?](/getting-started/introduction)** - Understand the framework and its benefits
2. **[Quick Start](/getting-started/quickstart)** - Get up and running in 5 minutes
3. **[Architecture Overview](/getting-started/architecture)** - Learn how everything fits together

### For Developers

* **[Tool Retrieval API](/tool-retrieval/how-it-works)** - Query and retrieve tools dynamically
* **[MCP Server Setup](/mcp/setup-mcp-servers)** - Integrate with MCP servers
* **[API Reference](/api-reference/complete-api-reference)** - Complete endpoint documentation
* **[Authentication Guide](/guides/authentication)** - Secure your implementation

### For DevOps & Enterprise

* **[DevOps Automation](/use-cases/devops-automation)** - Infrastructure automation with Terraform & Docker
* **[GitHub Automation](/use-cases/github-automation)** - CI/CD and workflow automation
* **[Jira & Slack Integration](/use-cases/jira-slack-workflows)** - Enterprise workflow orchestration

***

## Why Choose Agent-CoreX?

### Traditional Approach ❌

```
Hardcode tools at startup
↓
Fixed tool set
↓
Change? Rebuild & redeploy
```

### Agent-CoreX Approach ✅

```
Query tools with natural language
↓
Get ranked, relevant tools instantly
↓
Dynamically adapt to any workflow
```

***

## Try Agent-CoreX Today

<CardGroup cols={2}>
  <Card title="Live Demo" icon="play" href="https://www.agent-corex.com">
    Experience Agent-CoreX in action with our free tier.
  </Card>

  <Card title="Dashboard" icon="sliders" href="https://www.agent-corex.com/dashboard">
    Manage your API keys, packs, and MCP servers.
  </Card>

  <Card title="GitHub Repository" icon="github" href="https://github.com/ankitpro/agent-corex">
    Explore the source code and contribute.
  </Card>

  <Card title="Get Support" icon="headset" href="https://github.com/ankitpro/agent-corex/issues">
    Ask questions and report issues on GitHub.
  </Card>
</CardGroup>

***

## Frequently Asked Questions

<Accordion title="Is Agent-CoreX only for AI agents?">
  No. While optimized for AI agents, Agent-CoreX can be used by any application needing dynamic tool discovery via MCP.
</Accordion>

<Accordion title="How many MCP servers are supported?">
  Agent-CoreX supports 100+ MCP servers including GitHub, Jira, Slack, Terraform, Docker, and many more.
</Accordion>

<Accordion title="Is it production-ready?">
  Yes. Agent-CoreX includes enterprise-grade security, rate limiting, monitoring, and audit logging.
</Accordion>

<Accordion title="Do I need Claude Code to use it?">
  No. While it integrates with Claude Code, Agent-CoreX works with any application via REST API.
</Accordion>

<Accordion title="Can I create custom MCP servers?">
  Absolutely. You can build custom MCP servers and integrate them with Agent-CoreX.
</Accordion>

***

## Get Started Now

**Ready to build intelligent, adaptive agents?**

1. **[Start with Quickstart →](/getting-started/quickstart)** - 5-minute setup guide
2. **[Explore Use Cases →](/use-cases/github-automation)** - Real-world examples
3. **[Sign Up →](https://www.agent-corex.com)** - Create your free account

***

## Documentation Links

**Core Resources:**

* [What is Agent-CoreX?](/getting-started/introduction)
* [Quick Start Guide](/getting-started/quickstart)
* [System Architecture](/getting-started/architecture)
* [MCP Overview](/mcp/what-is-mcp)
* [Complete API Reference](/api-reference/complete-api-reference)

**Integration Guides:**

* [Setup MCP Servers](/mcp/setup-mcp-servers)
* [Authentication](/guides/authentication)
* [Create API Key](/guides/create-api-key)
* [Query Events Dashboard](/guides/query-events-dashboard)

**Learn More:**

* [Tool Retrieval System](/tool-retrieval/how-it-works)
* [Ranking Logic](/tool-retrieval/ranking-logic)
* [Token Optimization](/guides/reduce-token-usage)
* [Real-world Examples](/examples/real-world-workflows)

***

## Stay Updated

* **GitHub:** [https://github.com/ankitpro/agent-corex](https://github.com/ankitpro/agent-corex)
* **Twitter:** [https://twitter.com/ankitko0l](https://twitter.com/ankitko0l)
* **Email Support:** [Contact via GitHub Issues](https://github.com/ankitpro/agent-corex/issues)

**Last Updated:** April 2026 | [View on GitHub](https://github.com/ankitpro/agent-corex/tree/main/docs)