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Welcome to Agent-CoreX Documentation

Build intelligent AI agents with dynamic tool discovery and MCP server integration

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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

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Documentation Sections

Getting Started

Learn the basics of Agent-CoreX, from introduction to architecture.

Core Concepts

Dive deep into tool lifecycle, dynamic retrieval, and microservices.

MCP Servers

Understand MCP, explore available servers, and setup integration.

Tool Retrieval System

Master tool ranking, retrieval logic, and optimization strategies.

Use Cases

Real-world examples: GitHub automation, DevOps, Jira/Slack workflows.

API Reference

Complete API documentation, endpoints, and SDK references.

Guides

Step-by-step guides for authentication, setup, and optimization.

Examples

Practical code examples and execution flows.

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Quick Navigation

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For First-Time Users

  1. What is Agent-CoreX? - Understand the framework and its benefits
  2. Quick Start - Get up and running in 5 minutes
  3. Architecture Overview - Learn how everything fits together

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For Developers

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For DevOps & Enterprise

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Why Choose Agent-CoreX?

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Traditional Approach ❌

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

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Agent-CoreX Approach ✅

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

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Try Agent-CoreX Today

Live Demo

Experience Agent-CoreX in action with our free tier.

Dashboard

Manage your API keys, packs, and MCP servers.

GitHub Repository

Explore the source code and contribute.

Get Support

Ask questions and report issues on GitHub.

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Frequently Asked Questions

No. While optimized for AI agents, Agent-CoreX can be used by any application needing dynamic tool discovery via MCP.
Agent-CoreX supports 100+ MCP servers including GitHub, Jira, Slack, Terraform, Docker, and many more.
Yes. Agent-CoreX includes enterprise-grade security, rate limiting, monitoring, and audit logging.
No. While it integrates with Claude Code, Agent-CoreX works with any application via REST API.
Absolutely. You can build custom MCP servers and integrate them with Agent-CoreX.

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Get Started Now

Ready to build intelligent, adaptive agents?
  1. Start with Quickstart → - 5-minute setup guide
  2. Explore Use Cases → - Real-world examples
  3. Sign Up → - Create your free account
Core Resources: Integration Guides: Learn More:

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Stay Updated

Last Updated: April 2026 | View on GitHub