AgentMesh is an open-source Python framework that enables you to define, register, and orchestrate specialized AI agents into a dynamic mesh. It supports asynchronous messaging, error handling, and routing rules for building scalable, modular automation and conversational systems.
AI Platforms & Frameworks
Workflow Automation
Digital Workers
#AI Agents
#modular infrastructure
#asynchronous communication
#dynamic discovery
#message routing
#error handling
#scalable frameworks
#multi-agent systems
#task orchestration
#plugin support
#fault tolerance
#data processing
#decision support
#conversational AI
#integration with LLMs
#reusable components
#development efficiency
#agent communication
#runtime registration
#message filtering
...
Promote this Tool
Update this Tool
AgentMesh
AgentMesh is an open-source Python framework that enables you to define, register, and orchestrate specialized AI agents into a dynamic mesh. It supports asynchronous messaging, error handling, and routing rules for building scalable, modular automation and conversational systems.
AI Platforms & Frameworks
Workflow Automation
Digital Workers
#AI Agents
#modular infrastructure
#asynchronous communication
#dynamic discovery
#message routing
#error handling
#scalable frameworks
#multi-agent systems
#task orchestration
#plugin support
#fault tolerance
#data processing
#decision support
#conversational AI
#integration with LLMs
#reusable components
#development efficiency
#agent communication
#runtime registration
#message filtering
...
Featured
What is AgentMesh?
AgentMesh provides a modular infrastructure for developers to create networks of AI agents, each focusing on a specific task or domain. Agents can be dynamically discovered and registered at runtime, exchange messages asynchronously, and follow configurable routing rules. The framework handles retries, fallbacks, and error recovery, allowing multi-agent pipelines for data processing, decision support, or conversational use cases. It integrates easily with existing LLMs and custom models via a simple plugin interface.
Who will use AgentMesh?
- AI developers
- Software engineers
- Research teams
- Automation architects
- Chatbot designers
How to use the AgentMesh?
- Step1: Clone the AgentMesh repository from GitHub.
- Step2: Install dependencies with pip install -r requirements.txt.
- Step3: Define custom agents by extending the BaseAgent class.
- Step4: Register each agent in the mesh orchestrator with routing rules.
- Step5: Launch the MeshServer to start asynchronous message passing.
- Step6: Monitor agent workflows and adjust configurations as needed.
Platform
- mac
- windows
- linux
AgentMesh's Core Features & Benefits
The Core Features
- Asynchronous agent communication
- Dynamic agent discovery and registration
- Configurable routing and message filtering
- Error handling and retry mechanisms
- Plugin and extension support
- Scalable multi-agent pipelines
The Benefits
- Modular and reusable agent components
- Scalable task orchestration
- Improved fault tolerance
- Seamless integration with LLMs
- Reduced development overhead
AgentMesh's Main Use Cases & Applications
- Multi-agent customer support chatbots
- Automated data processing workflows
- Distributed decision-making systems
- Domain-specific conversational assistants
- Business process automation
FAQs of AgentMesh
AgentMesh Company Information
AgentMesh Reviews
5/5
AgentMesh's Main Competitors and alternatives?
- LangChain Agents
- AutoGen
- Haystack
- Microsoft Semantic Kernel
- AIM
You may also like:
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
Salesloft is an AI-driven platform enhancing sales engagement and workflow automation.
Autogpt is a Rust library for building autonomous AI agents that interact with the OpenAI API to complete multi-step tasks
Angular is a web development framework for building modern, scalable applications.
An AI-driven RAG pipeline builder that ingests documents, generates embeddings, and provides real-time Q&A through customizable chat interfaces.
BrandCrowd offers customizable logos, business cards, and social media designs with thousands of templates.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Skywork AI is an innovative tool to enhance productivity using AI.
Five9 AI Agents enhance customer interactions with intelligent automation.
Mosaic AI Agent Framework enhances AI capabilities with data retrieval and advanced generation techniques.
Windsurf AI Agent helps optimize windsurfing conditions and gear recommendations.
Glean is an AI assistant platform for enterprise search and knowledge discovery.
NVIDIA Cosmos empowers AI developers with advanced tools for data processing and model training.
AI-driven customer service platform offering efficient communication solutions.
A framework that dynamically routes requests across multiple LLMs and uses GraphQL to handle composite prompts efficiently.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
LeanAgent is an open-source AI agent framework for building autonomous agents with LLM-driven planning, tool usage, and memory management.
Project Mariner is an AI agent designed for efficient data extraction and analysis.
Microsoft Copilot enhances productivity by automating tasks across various applications.
Twilio AI Assistants enable automated customer interactions via voice and text messaging.
CACA Agent automates content generation and knowledge acquisition processes.
AI-driven platform for creating and deploying enterprise-grade AI systems and agents.
Gemini 2.0 Flash enhances AI capabilities for seamless conversation and visual understanding.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
AtomicAgent is a Node.js library for building modular AI agents that orchestrate LLM calls and external tools for automated workflows.
Google's AI Co-Scientist assists researchers in accelerating scientific discoveries.
Whimsical: A collaborative workspace for creating flowcharts, wireframes, mind maps, and docs.
Easily sell digital products and memberships online with Gumroad's simple platform.
ServiceNow AI Agent automates tasks and enhances user experience with intelligent responses.
Gumroad connects creators with customers for easy digital product transactions.
Parla converts text into natural-sounding speech using AI voices, supporting multiple languages, styles, and emotional cues.
Agentforce is an AI agent that automates customer interactions via seamless integration with Salesforce.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
ComplyCube offers identity verification, AML, and KYC solutions for seamless customer onboarding.
AI-powered coding assistant for writing, modifying, and executing code effortlessly.
Datagran's no-code platform connects apps, runs ML models, and automates workflows for enhanced team collaboration.