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Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.

Harness LLMs with Multi-Agent Programming

AI agent microservice

A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Reinforcement Learning

Conversational voice AI agents

The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allowing users to chat with LLM models, execute structured function calls and get structured output. Works also with models not fine-tuned to JSON output and function calls.

A coding agent and general agent harness for building and orchestrating agentic applications.

[ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI

GPT-4 level function calling models for real-world tool using use cases

Ruby library for defining, generating and validating JSON Schema

ToolRM: Towards Agentic Tool-Use Reward Modeling

MCP server bringing live FX rates, historical data, and multi-currency lookups from AllRatesToday to Claude Code, Cursor, Claude Desktop, and Windsurf. Free API key required.