layer that lets you connect any agent, any tool, any api together.
Agentic framework for dynamic function calling across latest LLMs (gpt-4o, gemini-2.0-flash, groq modes, and anthropic models). Converts Python functions into provider-specific schemas for autonomous tool use. Features unified API, JSON schema generation, and integrated tool execution handling.
AI Assistant with Chainlit Interface A multi-functional AI chatbot built with Chainlit, supporting tools like weather updates, news, jokes, currency exchange, and intelligent agents for writing, email generation, prompt egineering and translation. Users can switch between LLMs like Gemini, Llama, and Exaone, with interactive UI and chat history
This production-ready AI system automates customer support with multi-step workflows, tool integration, stateful conversations, and real-time performance monitoring.
iKOMA – Autonomous local AI assistant with secure internet search, continuous plan-execute-reflect loops, real-time dashboards, and safety-first guardrails.
Tiny Automation Manager
MCP-Agentic AI is an agentic AI framework built around the Model Context Protocol (MCP). It enables modular AI agents to connect to external tools, data sources or services, and orchestrate smart workflows autonomously. The project demonstrates how you can build an AI “agent” that uses MCP servers / tool endpoints.
This project implements a Python LLM-based agent capable of routing user requests to external tools, with a focus on Left-to-Right arithmetic evaluation. The agent CLI integrates tool invocation, JSON-only outputs, and robust expression handling including parentheses and syntax validation.
SynMap generates a syntenic dotplot between two organisms and identifies syntenic regions
LangGraph-powered AI agent with autonomous web search and data retrieval capabilities. Multi-step reasoning system for intelligent information gathering.
A ReAct Chatbot Agent (RAG + Search tool)
AtLoop — agentic task loop for tool-integrated automation.
Project template providing structured initialization for tool integration and configuration.
An integrated ethical hacking platform that unifies security tools into a single intelligent workflow, enabling seamless collaboration between tools and reducing manual effort.
🕒 Explore how to build a .NET MCP server and client to interact with server-side tools and leverage Ollama for dynamic response generation.
🎯 Build effective AI evaluations through a hands-on tutorial, using a realistic agent to enhance your production system skills.
Add a description, image, and links to the tool-integration topic page so that developers can more easily learn about it.
To associate your repository with the tool-integration topic, visit your repo's landing page and select "manage topics."