ToolAgents is an open-source framework empowering developers to build AI agents powered by large language models that autonomously discover and invoke external tools. It provides a centralized tool registry, configurable workflows, and plug-in architecture to integrate services for data retrieval, code execution, and document processing. With support for sequential and parallel task orchestration, ToolAgents accelerates prototyping of intelligent automation pipelines.
AI Platforms & Frameworks
Workflow Automation
Tool Libraries
#AI Automation
#Open Source Framework
#modular design
#tool integration
#workflow orchestration
#Large language model
#dynamic tool invocation
#API calls automation
#Python API
#document processing
#error handling
#scalable solutions
#custom tool integrations
#data fetching
#Content Generation
#intelligent agents
#Research Automation
#business process optimization
#Rapid Prototyping
#software development
...
Promote this Tool
Update this Tool
ToolAgents
ToolAgents is an open-source framework empowering developers to build AI agents powered by large language models that autonomously discover and invoke external tools. It provides a centralized tool registry, configurable workflows, and plug-in architecture to integrate services for data retrieval, code execution, and document processing. With support for sequential and parallel task orchestration, ToolAgents accelerates prototyping of intelligent automation pipelines.
AI Platforms & Frameworks
Workflow Automation
Tool Libraries
#AI Automation
#Open Source Framework
#modular design
#tool integration
#workflow orchestration
#Large language model
#dynamic tool invocation
#API calls automation
#Python API
#document processing
#error handling
#scalable solutions
#custom tool integrations
#data fetching
#Content Generation
#intelligent agents
#Research Automation
#business process optimization
#Rapid Prototyping
#software development
...
Featured
What is ToolAgents?
ToolAgents is a modular open-source AI agent framework that integrates large language models with external tools to automate complex workflows. Developers register tools via a centralized registry, defining endpoints for tasks such as API calls, database queries, code execution, and document analysis. Agents can plan multi-step operations, dynamically invoking or chaining tools based on LLM outputs. The framework supports both sequential and parallel task execution, error handling, and extensible plug-ins for custom tool integrations. With Python-based APIs, ToolAgents simplifies building, testing, and deploying intelligent agents that fetch data, generate content, execute scripts, and process documents, enabling rapid prototyping and scalable automation across analytics, research, and business operations.
Who will use ToolAgents?
- AI developers
- Automation engineers
- Data scientists
- Researchers
- DevOps teams
How to use the ToolAgents?
- Step1: Install ToolAgents via pip or clone the GitHub repository.
- Step2: Define and register your tool functions or endpoints in the tool registry.
- Step3: Configure agent prompts and workflow templates specifying tool invocation logic.
- Step4: Instantiate an Agent object with selected tools and LLM settings.
- Step5: Execute the agent to run tasks, chain tool calls, and process results.
- Step6: Monitor outputs, handle errors, and extend with custom plugins as needed.
Platform
- mac
- windows
- linux
ToolAgents's Core Features & Benefits
The Core Features
- Centralized tool registry
- Dynamic tool invocation based on LLM output
- Sequential and parallel workflow orchestration
- Error handling and retry mechanisms
- Extensible plug-in architecture
- Python-based API for integration
The Benefits
- Accelerates development of AI agents
- Modular and extensible design
- Simplifies integration with external services
- Supports complex multi-step workflows
- Open-source and community-driven
- Enhances automation scalability
ToolAgents's Main Use Cases & Applications
- Automated data retrieval and aggregation
- Document summarization with live data queries
- Code generation and execution pipelines
- Web scraping and API orchestration
- Custom business process automation
FAQs of ToolAgents
ToolAgents Company Information
- Maximilian Winter
ToolAgents Reviews
5/5
ToolAgents's Main Competitors and alternatives?
- LangChain
- Auto-GPT
- Haystack
- Agentic
- Toolformer
You may also like:
1.5M
14.58% AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
1.2K
54.15% AI-driven chatbot for top OnlyFans creators.
325.8K
27.42% Aixbt is a tokenized AI Agent optimizing revenue across applications.
937
theGist AI Workspace unifies work apps with AI for improved productivity.
44.0K
11.03% Generate brand visuals and copy using AI to boost e-commerce sales.
1.4K
55.44% GPTConsole is an AI agent designed for streamlined conversation and task automation.
--
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
6.8K
63.82% Nullify automates the entire AppSec program for security teams using AI-driven solutions.
77.6K
18.77% Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
30.8K
21.51% Langbase is an AI agent that generates and analyzes natural language content efficiently.
719
36.79% AiTerm: AI Terminal Assistant converting natural language to commands.
--
Generate intriguing facts effortlessly with our AI-powered tool.
1.2K
100.00% Revolutionary AI that sees, hears, and communicates in real time.
17.9K
41.82% Automate your job applications and find the perfect job with AI technology.
413
100.00% Intellika AI enables seamless automation of data analysis and reporting for businesses.
--
ScholarRoll helps students find and apply for scholarships easily.
37.2K
68.25% OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
594
100.00% Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
8.6K
37.99% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
10.2K
60.68% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
--
AI-powered platform creating stunning, synchronized music videos with original audio and visuals.
2.6K
100.00% AI-powered copilot for efficient and effective email management.
2.1K
78.34% Hyperscience automates data extraction and document processing with AI-driven accuracy.
4.9M
20.59% Project Mariner is an AI agent designed for efficient data extraction and analysis.
5.5K
91.69% Potpie AI is an intelligent agent that automates document processing and management.
76.3K
19.45% Aviator Agents streamline workflows using AI-driven automation for various tasks.
--
Computer vision-based test automation and RPA tool for web and desktop apps.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
2.3K
100.00% TensorStax is an AI agent specializing in optimizing machine learning deployment and management.
--
AI Library is a developer platform for building and deploying customizable AI agents using modular chains and tools.
--
A Python-based framework implementing flocking algorithms for multi-agent simulation, enabling AI agents to coordinate and navigate dynamically.
--
An open-source framework enabling autonomous LLM agents with retrieval-augmented generation, vector database support, tool integration, and customizable workflows.
--
An AI agent template showing automated task planning, memory management, and tool execution via OpenAI API.
--
Pipe Pilot is a Python framework that orchestrates LLM-driven agent pipelines, enabling complex multi-step AI workflows with ease.
--
Open-source repository providing practical code recipes to build AI agents leveraging Google Gemini's reasoning and tool usage capabilities.
--
RModel is an open-source AI agent framework orchestrating LLMs, tool integration, and memory for advanced conversational and task-driven applications.
--
An open-source framework implementing cooperative multi-agent reinforcement learning for autonomous driving coordination in simulation.
--
Python library with Flet-based interactive chat UI for building LLM agents, featuring tool execution and memory support.
69.6K
13.79% SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
--
Agentic Workflow is a Python framework to design, orchestrate, and manage multi-agent AI workflows for complex automated tasks.
--
A GitHub demo showcasing SmolAgents, a lightweight Python framework for orchestrating LLM-powered multi-agent workflows with tool integration.
--
A Python framework for easily defining and executing AI agent workflows declaratively using YAML-like specifications.
--
OpenSpiel provides a library of environments and algorithms for research in reinforcement learning and game theoretic planning.
245.5K
32.47% A Pythonic framework implementing the Model Context Protocol to build and run AI agent servers with custom tools.
--
pyafai is a Python modular framework to build, train, and run autonomous AI agents with plug-in memory and tool support.
--
LangGraph enables Python developers to construct and orchestrate custom AI agent workflows using modular graph-based pipelines.
--
A Python wrapper enabling seamless Anthropic Claude API calls through existing OpenAI Python SDK interfaces.
--
Agent Adapters provides pluggable middleware to integrate LLM-based agents with various external frameworks and tools seamlessly.
--
Java-Action-Storage is a LightJason module that logs, stores, and retrieves agent actions for distributed multi-agent applications.
1.1M
62.06% Qoder is an agentic coding platform for real software, Free to use the best model in preview.
--
LinkAgent orchestrates multiple language models, retrieval systems, and external tools to automate complex AI-driven workflows.