# Agent-CoreX Docs ## Docs - [Pack Capabilities & Limits](https://docs.agent-corex.com/api-reference/capabilities.md): Learn about pack capabilities, limitations, and tier features - [Complete API Reference](https://docs.agent-corex.com/api-reference/complete-api-reference.md): Complete Agent-CoreX API reference with 77 endpoints for tool discovery, execution, webhooks, custom packs, and comprehensive examples - [Custom Packs Management](https://docs.agent-corex.com/api-reference/custom-packs.md): Create, configure, and manage custom MCP server packs with fine-grained control for your specific automation and integration needs - [Detailed Endpoint Guide](https://docs.agent-corex.com/api-reference/endpoints.md): Complete reference for all Agent-CoreX API endpoints - [Endpoints Quick Reference](https://docs.agent-corex.com/api-reference/endpoints-quick-reference.md): Complete reference of all 77 Agent-CoreX API endpoints organized by functionality with quick lookup guides - [Error Handling](https://docs.agent-corex.com/api-reference/errors.md): Complete guide to Agent-CoreX API error codes, handling strategies, and recovery procedures for robust integrations - [Execute Tool Endpoint](https://docs.agent-corex.com/api-reference/execute-tool.md): Complete reference for the /execute_tool API endpoint with detailed examples, parameter specifications, and comprehensive error handling strategies for tool execution - [Get Tool Endpoint](https://docs.agent-corex.com/api-reference/get-tool.md): Complete reference for the /tools/{tool_name} API endpoint to retrieve detailed information about specific tools including parameters, capabilities, and usage - [MCP Servers Management](https://docs.agent-corex.com/api-reference/mcp-servers.md): Install, configure, manage, and integrate Model Context Protocol servers with Agent-CoreX for seamless tool access and execution - [API Reference Overview](https://docs.agent-corex.com/api-reference/overview.md): Complete Agent-CoreX API reference with endpoint documentation, code examples, authentication details, and OpenAPI specifications for all functionality - [Query Events API](https://docs.agent-corex.com/api-reference/query-events.md): Complete API reference for query event logging, tracking, and retrieval with dashboard integration for monitoring tool discovery and execution - [Retrieve Tools Endpoint](https://docs.agent-corex.com/api-reference/retrieve-tools.md): Complete reference for the /retrieve_tools API endpoint with semantic search, filtering options, detailed examples, and comprehensive error handling strategies - [SDK Examples](https://docs.agent-corex.com/api-reference/sdks.md): Official SDKs and community libraries for JavaScript, Python, and Go enabling seamless integration with the Agent-CoreX API platform - [List connected MCP servers](https://docs.agent-corex.com/api-reference/servers/list-connected-mcp-servers.md): Get a list of all connected MCP servers and their status. - [Health check](https://docs.agent-corex.com/api-reference/system/health-check.md): Check the health status of the API. - [Tool Execution & Jobs](https://docs.agent-corex.com/api-reference/tool-execution.md): Execute tools synchronously or asynchronously with comprehensive job management, polling, callbacks, and status tracking capabilities - [Execute a tool](https://docs.agent-corex.com/api-reference/tools/execute-a-tool.md): Execute a tool with specified parameters. Returns the result of the tool execution. The tool must be available (connected via MCP server) and you must have proper authentication. - [Get detailed tool information](https://docs.agent-corex.com/api-reference/tools/get-detailed-tool-information.md): Retrieve complete information about a specific tool including input/output schemas, examples, and usage. - [List all available tools](https://docs.agent-corex.com/api-reference/tools/list-all-available-tools.md): Get a paginated list of all available tools in the marketplace. - [Retrieve tools by natural language query](https://docs.agent-corex.com/api-reference/tools/retrieve-tools-by-natural-language-query.md): Find available tools using natural language. Tools are ranked by relevance to your query. Supports semantic search and intelligent ranking based on popularity and user history. - [Webhooks & Events](https://docs.agent-corex.com/api-reference/webhooks.md): Real-time event notifications and webhook integration for asynchronous tool execution with signature verification and retry mechanisms - [Dynamic Tool Retrieval & Ranking](https://docs.agent-corex.com/core-concepts/dynamic-retrieval.md): Learn how Agent-CoreX dynamically retrieves and ranks tools based on relevance, using AI-powered semantic matching. - [Core Concepts Overview](https://docs.agent-corex.com/core-concepts/overview.md): Understand the fundamental concepts behind Agent-CoreX: dynamic retrieval, tool lifecycle, and intelligent ranking. - [Query Events & Observability](https://docs.agent-corex.com/core-concepts/query-events.md): Understand how Agent-CoreX tracks and logs tool retrieval queries for dashboard visibility and observability. - [Tool Lifecycle](https://docs.agent-corex.com/core-concepts/tool-lifecycle.md): Complete journey of a tool from initial registration through discovery, execution, and ongoing monitoring with usage analytics in Agent-CoreX - [Code Samples & Snippets](https://docs.agent-corex.com/examples/code-samples.md): Practical code examples for integrating Agent-CoreX - [Custom Pack Examples](https://docs.agent-corex.com/examples/custom-packs.md): Build and deploy custom MCP server packs for Agent-CoreX - [Tool Execution Flow Examples](https://docs.agent-corex.com/examples/execution-flow.md): Learn how tools are executed in sequential order, in parallel batches, and with comprehensive error handling and failure recovery mechanisms - [Real-World Workflows](https://docs.agent-corex.com/examples/real-world-workflows.md): Complete end-to-end production-ready workflows and automation templates demonstrating best practices for common business processes and integrations - [Real-World Sample Queries](https://docs.agent-corex.com/examples/sample-queries.md): Real-world examples of natural language semantic queries and the relevant tools Agent-CoreX automatically discovers and recommends for automation - [Webhook Integration Examples](https://docs.agent-corex.com/examples/webhooks.md): Implement webhooks for real-time Agent-CoreX event notifications - [Architecture Overview](https://docs.agent-corex.com/getting-started/architecture.md): Deep dive into the Agent-CoreX architecture, components, and how MCP servers for developers integrate seamlessly. - [What is Agent-CoreX?](https://docs.agent-corex.com/getting-started/introduction.md): Dynamic MCP-based AI agent framework that enables developers to build intelligent agents with access to 100+ MCP servers. - [Quickstart Guide](https://docs.agent-corex.com/getting-started/quickstart.md): Get Agent-CoreX up and running in 5 minutes with your first dynamic tool retrieval and execution using semantic search and MCP servers - [Authentication Methods & Security](https://docs.agent-corex.com/guides/authentication.md): Complete authentication guide for Agent-CoreX covering API keys, OAuth, access control, and security best practices for safe integration - [Create and Manage API Keys](https://docs.agent-corex.com/guides/create-api-key.md): Learn how to create, secure, and manage API keys for Agent-CoreX. Best practices for API key security. - [Getting Started with Agent-CoreX](https://docs.agent-corex.com/guides/getting-started.md): Set up Agent-CoreX in under 2 hours. Create your account, generate an API key, install the SDK, and start cutting LLM costs by 30–70%. - [Setup MCP Servers: Complete Guide](https://docs.agent-corex.com/guides/mcp-setup.md): Connect MCP servers like GitHub, Slack, Jira, and Terraform to Agent-CoreX. Platform-specific setup for Windows, macOS, and Linux. - [Viewing Query Events in the Dashboard](https://docs.agent-corex.com/guides/query-events-dashboard.md): Step-by-step guide to monitor, track, and analyze tool retrieval queries in real-time using the Agent-CoreX dashboard with filtering and export capabilities - [Reduce Token Usage & Optimize Costs](https://docs.agent-corex.com/guides/reduce-token-usage.md): Cut LLM costs by 30–70% with smart tool routing. Optimization strategies and best practices for Agent-CoreX. - [Using the Query Events Dashboard](https://docs.agent-corex.com/guides/using-the-dashboard.md): Monitor and analyze tool execution and query events in real-time - [Agent-CoreX Documentation](https://docs.agent-corex.com/index.md): Complete guide to Agent-CoreX - a dynamic MCP-based AI agent framework for building intelligent agents with access to 100+ MCP servers. - [Example: Building a Filesystem MCP Server](https://docs.agent-corex.com/mcp/example-filesystem.md): Learn how to create your own MCP server by building a complete filesystem operations tool with read, write, and management capabilities - [MCP Servers for Developers: A Comprehensive Guide](https://docs.agent-corex.com/mcp/mcp-servers-for-developers.md): Complete guide to MCP servers for developers. Learn how MCP servers work in VS Code, Claude Code, GitHub Copilot, and Copilot. - [MCP Security & Best Practices](https://docs.agent-corex.com/mcp/security.md): Security guidelines and best practices for MCP server integration - [Setup MCP Servers for Developers](https://docs.agent-corex.com/mcp/setup-mcp-servers.md): Connect MCP servers to Agent-CoreX. Guide for setting up MCP servers in VS Code, Claude Code, and other platforms. - [What is MCP? A Guide for Developers](https://docs.agent-corex.com/mcp/what-is-mcp.md): Introduction to the Model Context Protocol (MCP), how MCP servers for developers work, and why MCP is essential for AI agents. - [Tool Ranking Algorithm](https://docs.agent-corex.com/tool-retrieval/ranking-logic.md): Learn how Agent-CoreX ranks tools by relevance scoring, popularity metrics, user history, and performance characteristics for optimal recommendations - [Jira + Slack Integration: Team Workflows](https://docs.agent-corex.com/use-cases/jira-slack-workflows.md): Automate team collaboration workflows by seamlessly connecting Jira and Slack using Agent-CoreX MCP servers for intelligent issue management - [Infrastructure as Code: Terraform + Logs](https://docs.agent-corex.com/use-cases/terraform-logs.md): Automate infrastructure management and deployment using Terraform with Agent-CoreX enabled log analysis and issue remediation workflows ## OpenAPI Specs - [openapi](https://docs.agent-corex.com/public/openapi.json) ## Optional - [GitHub](https://github.com/ankitpro/agent-corex) - [Twitter](https://twitter.com/ankitko0l)