Awesome AI Agents 2026

!PRs Welcome !Tools Listed

The most comprehensive, structured guide to AI agent frameworks, tools, and resources. Updated weekly. Compared side-by-side. Built for developers who ship.

Explore the Stack • Live App • Architecture • Data Schema • Development • Contributing • Agent Guide

Contents

• AI Registry Explorer
• Orchestration Frameworks
• Coding Agents
• Memory and Context
• Multi-Agent Systems
• Agent Communication Protocols
• Browser and Computer Use Agents
• Agent Tooling and Infrastructure
• Low and No-Code Builders
• Voice and Multimodal Agents
• Safety Guardrails and Observability
• Agent Interfaces and UIs
• Agent Deployment and Hosting
• Agent Evaluation and Benchmarks
• Agent Testing & Debugging
• Industry-Specific Agents
• Learning Resources
• Agent Communication
• Data Pipeline and Workflow
• Secure Execution Environments
• Creative AI Agents
• Customer Support and CRM Agents
• Voice Agent Platforms
• Deep Research Agents
• Prompt-to-App Builders
• Multi-Agent Consumer Platforms
• Open-Source Models for Agents
• Market Stats and Benchmarks 2026
• Local and Self-Hosted AI
• AI Governance and Compliance
• Cybersecurity Agents
• Healthcare and Therapy Agents
• Translation and Localization Agents
• Newsletters and Communities
• Changelog
• Star History

AI Registry Explorer

Interactive Next.js 14 web application for searching, filtering, and exploring AI agents, frameworks, and infrastructure tools.

Quick Start

npm install && npm run build:data && npm run dev

Live Web Registry: https://ai-agent-registry-kappa.vercel.app Local Web App: http://localhost:3000 Docker: docker compose up --build One-Click Deploy:

• Web Submission Portal: Submit a Resource
• GitHub Issue Form: Open No-Code Submission Issue

Orchestration Frameworks

• Agency Swarm 🚀 [Python] [Multi-Agent] - Orchestrates multi-agent systems built on the OpenAI Assistants API with role-based collaboration.
• AgentDescent 🔬 [Python] [Research] - Evolves agent skills, prompts, and harness modules by merging diffs from parallel workers against held-out reward.
• AgentScope 🚀 [Python] [Multi-Agent] - Alibaba multi-agent framework with distributed deployment and fault tolerance for production use.
• Agno 🌱 [Python] [Multi-Agent] - Multi-agent framework with a runtime and control plane for managing agent deployments at scale.
• Anthropic SDK 🚀 [Python] [Anthropic] - Official Claude SDK with tool use, computer control, and streaming for building Claude-native agents.
• AutoGen 🚀 [Python] [Multi-Agent] - Event-driven multi-agent framework merged with Semantic Kernel for production workflows.
• AWS Bedrock Agents 🚀 [Python] [Compliance] - Managed AWS infrastructure for agents with Bedrock models, enterprise compliance, and auto-scaling deployment.
• CAMEL 🌱 [Python] [Multi-Agent] - Role-based multi-agent simulation framework for collaborative reasoning and task completion.
• CopilotKit 🌱 [TypeScript] [Multi-Agent] - Open-source platform for embedding custom AI copilots into React applications.
• CrewAI 🚀 [Python] [Multi-Agent] - Production multi-agent framework with 5K+ GitHub stars, role-based collaboration, async execution, and 1500+ company adoptions.
• DSPy 🌱 [Python] [Research] - Stanford framework that programmatically optimizes LLM prompts using machine learning.
• Ontheia 🌱 [TypeScript] [MCP] - Self-hosted MCP-native agent platform with visual workflow automation and multi-provider support.
• Google ADK 🌱 [Python] [Multi-Agent] - Modular agent dev kit with native Gemini and Vertex AI integration.
• Haystack 🚀 [Python] [RAG] - Production-ready AI orchestration framework focused on building customizable LLM applications and RAG pipelines.
• LangGraph 🚀 [Python] [LangChain] - Stateful, graph-based agent workflow framework from LangChain.
• Letta 🌱 [Python] [Memory] - Stateful agents with built-in long-term memory and a REST API server.
• LightAgent 🌱 [Python] [MCP] - Lightweight agent framework with memory, MCP/SSE, Tree-of-Thought planning, and LightSwarm collaboration.
• LlamaIndex 🌱 [Python] [RAG] - The framework for connecting LLMs to your data, with indexing and retrieval capabilities.
• LangSmith Fleet 🚀 [Cloud] [LangChain] - No-code agent orchestration platform with visual workflow builder and enterprise deployment.
• Mastra 🌱 [TypeScript] [MCP] - Opinionated TypeScript framework with RAG, observability, and MCP support built in.
• MicroAgent 🌱 [TypeScript] [Multi-Agent] - Lightweight agent framework with self-editing prompts and code for minimal-overhead agent loops.
• Modus 🔬 [WebAssembly] [Serverless] - Serverless framework for high-throughput agent workloads with minimal cold starts.
• Open-AutoGLM 🔬 [Python] [Mobile] - Open-source phone agent framework for building mobile device automation agents.
• OpenAI Agents SDK 🚀 [Python] [Multi-Agent] - Lightweight multi-agent SDK with tracing and guardrails from OpenAI.
• OpenProgram 🔬 [Python] [Multi-Agent] - Self-programming framework whose agents create, run, and refine workflows across models, tools, memory, and context.
• PraisonAI 🚀 [Python] [MCP] - Production multi-agent framework with self-reflection, MCP integration, and workflow automation.
• PydanticAI 🌱 [Python] [Pydantic] - Type-safe agent framework from the Pydantic team with a FastAPI-style developer experience.
• Semantic Kernel 🚀 [C#] [Microsoft] - Microsoft enterprise SDK for Python, C#, and Java with modular plugins, memory, and goal planning.
• Smolagents 🌱 [Python] [Research] - Hugging Face code-first framework where agents write and execute Python instead of JSON tool calls.
• Strands Agents SDK 🌱 [Python] [AWS] - AWS model-driven agent SDK with native Bedrock integration.
• Upsonic 🌱 [Python] [MCP] - Minimalist agent framework with MCP support and rapid setup for quick prototyping.

Coding Agents

• Aider 🌱 [Python] [CLI] - Terminal-first pair programmer that edits code in local repos, preserves Git history, and supports multi-file changes.
• Amazon Q Developer 🚀 [Python] [IDE] - AWS-native AI coding assistant with Lambda, CloudWatch, infrastructure support, and security scanning.
• Atomic Agent 🌱 [TypeScript] [Local] - Local-first CLI and TUI coding agent running open-weight models on your machine with no API key.
• AutoGPT 🌱 [Python] [CLI] - Mature autonomous agent platform with Forge framework and public benchmarks for evaluating agent capabilities.
• Claude Code 🚀 [TypeScript] [Anthropic] - Terminal-first agentic coding from Anthropic with Computer Use integration, multi-file edits, persistent shell sessions, Git operations, and fine-tuning support.
• Cline 🌱 [TypeScript] [VS Code] - Autonomous coding agent in your IDE that creates/edits files, runs commands, and uses the browser with permission-gated steps.
• CodeRabbit 🚀 [Cloud] [GitHub] - AI-powered PR reviewer with inline suggestions, security scanning, and automatic code quality checks.
• Codex CLI 🚀 [Python] [OpenAI] - OpenAI's lightweight, open-source terminal coding agent with fast execution and strong benchmark scores.
• Codex-CLI 🌱 [C#] [CLI] - CLI tool that turns natural language commands into Bash, ZShell, and PowerShell equivalents.
• Continue 🌱 [TypeScript] [VS Code] - Source-controlled AI checks enforceable in CI, powered by the open-source Continue CLI.
• Cursor 🚀 [TypeScript] [IDE] - AI-native IDE with parallel Cloud Agents and 100K+ enterprise users.
• Devika 🌱 [Python] [Docker] - Open-source AI software engineer that understands high-level instructions and writes full-featured code autonomously.
• Devin 🚀 [Cloud] [GitHub] - Fully autonomous AI software engineer showing 8-12x efficiency gains in production (Nubank case study), cloud sandbox with persistent state, GitHub integration, and enterprise adoption growing 40% MoM.
• fractal 🌱 [Python] [Multi-Agent] - Orchestrates Claude Code, Codex, and other agents in per-node Git worktrees with recursive delegation and a live TUI.
• gemini-cli 🌱 [Go] [CLI] - Open-source CLI agent bringing Gemini AI directly into your terminal.
• GitHub Copilot 🌱 [TypeScript] [VS Code] - Agent Mode in VS Code with Copilot Workspace for issue-to-PR workflows across Claude, GPT, and Gemini.
• Goose 🌱 [Rust] [CLI] - Extensible open-source CLI agent that installs, executes, edits, and tests with any LLM.
• JetBrains AI 🌱 [Kotlin] [JetBrains] - Deep AI integration across all JetBrains IDEs with context-aware completions and refactoring.
• Juggler 🌱 [Desktop] [Local] - Multi-client desktop/remote GUI agent with inspectable tool calls, branching-thread editable context, and plugin extensibility.
• Kiro 🚀 [Cloud] [IDE] - Spec-driven development agent that writes specs, auto-generates tasks, implements code, and automates DevOps workflows.
• Kolega Code 🔬 [Python] [CLI] - Terminal coding agent where the model writes its own multi-agent workflows across 15+ model providers.
• Open Interpreter 🌱 [Python] [CLI] - Execute code locally via natural-language model instructions with a ChatGPT-like interface.
• opencode 🌱 [TypeScript] [Desktop] - Open-source coding agent available as a desktop app with a visual interface.
• OpenHands 🌱 [Python] [Docker] - AI-driven development platform that writes, tests, and deploys code autonomously.
• Ouroboros 🌱 [Python] [MCP] - Pins an acceptance spec before the run and verifies the result, hiding grading commands from the executing agent.
• PR-Agent 🚀 [Python] [GitHub] - Open-source AI PR reviewer that auto-describes, reviews, and improves pull requests.
• Prime Agent 🚀 [TypeScript] [CLI] - Open-source RLM coding and research agent designed for long-running autonomous tasks.
• Qodo 🚀 [Cloud] [Security] - AI code review platform with context-aware PR validation and security analysis.
• RooCode 🌱 [TypeScript] [VS Code] - Cline fork with structured modes and reduced hallucinations for more reliable code generation.
• Snyk Code 🌱 [Cloud] [Security] - AI-powered security scanner with real-time vulnerability detection in agent-generated code.
• Sourcegraph Cody 🚀 [TypeScript] [IDE] - AI coding assistant that excels at large codebases with an enterprise context engine.
• SWE-agent 🚀 [Python] [GitHub] - Takes a GitHub issue and tries to automatically fix it.
• Tabnine 🚀 [TypeScript] [IDE] - Privacy-first AI code completion with on-premise deployment and codebase fine-tuning options.
• TaskWeaver 🚀 [Python] [Microsoft] - A code-first agent framework from Microsoft for planning and executing data analytics tasks.
• Windsurf 🌱 [TypeScript] [IDE] - AI-native IDE with Cascade agent for multi-step autonomous tasks and team workflows.
• YYLO 🔬 [Python] [Multi-Agent] - Command-line orchestrator for coding agents with typed task, validation, merge, and release-readiness boundaries in a dedicated branch/worktree.

• Ivy Tendril - Open-source agentic software factory with an amazing UI that handles parallel Git worktrees for you, complete with programmatic verifications and fast review loops.

Memory and Context

• Acontext 🌱 [Python] [Local] - Manages agent skills and long-term memory as a layered data structure for persistent context.
• Agentage Memory 🌱 [Cloud] [MCP] - Cross-vendor shared memory layer exposed as a remote MCP server at memory.agentage.io/mcp (Streamable HTTP, OAuth 2.1 + PKCE + DCR) that Claude, Cursor, and ChatGPT read and write as plain markdown you own.
• Chroma 🌱 [Python] [Vector DB] - Lightweight, embeddable vector store for building memory-augmented AI agents with fast semantic retrieval.
• cognee 🌱 [Python] [Graph-Based] - Knowledge engine for AI agent memory, set up in 6 lines of code with graph-based knowledge extraction.
• Cortex Memory 🌱 [Python] [Vector DB] - Full-stack solution for agent memory covering extraction, vector search, and optimization.
• Engrava 🔬 [Python] [Graph-Based] - Stores agent memory as a typed knowledge graph with hybrid search and a tamper-evident journal, embedded in SQLite.
• graphiti 🌱 [Python] [Multi-Agent] - Build real-time knowledge graphs for AI agents with automatic entity extraction and linking.
• Kage 🌱 [TypeScript] [MCP] - Git-native memory for coding agents that stores decisions and fixes as repo files and verifies them against the codebase, withholding stale knowledge.
• LanceDB 🌱 [Rust] [Vector DB] - Serverless vector search database embedded directly in the agent process with no infrastructure needed.
• Langmem 🌱 [Python] [LangChain] - Helps agents learn and adapt from their interactions over time with persistent memory.
• Lians 🔬 [Python] [MCP] - Gives any AI agent local-first memory with corrections, point-in-time recall, and inspectable history.
• Mem0 🌱 [Python] [Vector DB] - Memory layer for AI applications with long-term, short-term, and semantic memory extraction.
• Remio 🔬 [Desktop] [Memory] - Local-first AI memory desktop app that parses files into searchable vector indexes.
• Memoir 🔬 [Python] [Memory] - Git-like versioned semantic memory for AI agents with branching and commits.
• Memvid 🌱 [Python] [RAG] - Replace complex RAG pipelines with a serverless, single-file memory layer for instant retrieval.
• Milvus 🌱 [Go] [Vector DB] - Scales vector search to billions of embeddings for large-scale agent knowledge bases.
• Mori (森) 🌱 [Python] [MCP] - Sovereign shared memory layer for AI coding agents with zero-instrumentation capture via lifecycle hooks, a dream pipeline that distills sessions into curated governed memories, and support for Claude Code, Cursor, Codex, and Antigravity.
• Motorhead 🌱 [Rust] [Multi-Agent] - Manages conversation context windows for agents with automatic background summarization.
• Open Index 🔬 [Python] [MCP] - Builds typed knowledge graphs with hybrid search and read/write MCP tools for domain-specific agents.
• Pathway 🌱 [Python] [RAG] - Live data RAG engine with real-time streaming for agents that need up-to-the-second knowledge.
• Pinecone 🚀 [Cloud] [Vector DB] - Managed vector database with agent namespaces for multi-tenant isolation, hybrid search (vector + keyword), serverless auto-scaling, and $11B valuation.
• Qdrant 🌱 [Rust] [Vector DB] - High-performance vector similarity search engine with rich payload filtering for agent memory.
• RAGFlow 🌱 [Python] [RAG] - Open-source RAG engine with agent capabilities and deep document understanding for knowledge bases.
• SimpleMem 🌱 [Python] [Multimodal] - Efficient lifelong memory for LLM agents supporting both text and multimodal inputs.
• Superdense 🔬 [TypeScript] [Memory] - Gives coding agents persistent memory of what worked across sessions, tracked against real-world outcomes.
• Supermemory 🌱 [TypeScript] [Vector DB] - Extremely fast and scalable memory engine and API designed for the AI era.
• Tree Ring Memory 🔬 [Rust] [Memory] - Manages local agent memory with recall, forgetting, audit trails, and session consolidation.
• Vestige 🌱 [Rust] [MCP] - Provides local-first memory for coding agents with FSRS-6 retention, active forgetting, and correction tools.
• Weaviate 🌱 [Go] [Vector DB] - Stores and searches vector embeddings with hybrid keyword and semantic retrieval for agent knowledge.
• Zep 🌱 [Python] [Multi-Agent] - Enriches agent long-term memory with automatic summarization, entity extraction, and search.

Multi-Agent Systems

• AgentVerse 🌱 [Python] [Multi-Agent] - Framework for building custom multi-agent environments to accomplish collaborative tasks.
• EvoAgentX 🌱 [Python] [Multi-Agent] - Evaluates and evolves agentic workflows over time using automatic optimization.
• Hivekeep 🔬 [TypeScript] [Multi-Agent] - Runs a team of specialized self-hosted agents that collaborate, share memory, and build their own tools.
• Hivemoot 🚀 [Python] [GitHub] - Autonomous agent teams that collaboratively build software on GitHub.
• MetaGPT 🌱 [Python] [Multi-Agent] - Simulates a full software company workflow from requirements to PRs using role-playing agents.
• NarraNexus 🌱 [Python] [Multi-Agent] - Ready-to-run AI agent team workspace by NetMind.AI whose agents remember, collaborate, and use tools from day one.
• P2PCLAW 🌱 [Python] [RAG] - Decentralized scientific research network with 14+ autonomous agents featuring P2P mesh, IPFS storage, and Lean 4 formal verification, self-hosted with Docker Compose.
• Swarm 🚀 [Python] [OpenAI] - Lightweight framework for agent handoffs, context variables, and function calling patterns from OpenAI.
• Swarms Framework 🚀 [Python] [Multi-Agent] - Multi-agent orchestration for production use cases with scalability and reliability at its core.
• Yao Agents 🌱 [Go] [MCP] - Complete local AI execution platform with 30+ Experts, autonomous Robot orchestration via 5-stage Pipeline, API-based Robot-to-Robot calling, MCP support, and multi-channel messaging.

Agent Communication Protocols

The protocol layer that enables agents to discover tools, communicate with each other, and interoperate across ecosystems.

| Protocol | Purpose | Creator | Status | | -------- | ------------------- | --------- | -------- | | MCP | Agent-to-tool | Anthropic | Standard | | A2A | Agent-to-agent | Google | Growing | | ACP | Agent communication | IBM/BeeAI | Early |

MCP (Model Context Protocol)

• A2A Protocol 🚀 [Python] [Multi-Agent] - Google's open protocol enabling AI agents to communicate, collaborate, and delegate tasks across frameworks.
• AgentsCoin MCP 🌱 [TypeScript] [MCP] - Gives an AI agent its own wallet and money on a live EVM chain to send, create, and trade tokens.
• Arcade AI 🌱 [Python] [Multi-Agent] - Tool-use platform with authentication, authorization, and logging for agent-tool interactions.
• Composio 🌱 [TypeScript] [Multi-Agent] - Integration platform with 250+ pre-built tool connectors for AI agents and LLMs.
• Docker MCP 🌱 [Go] [MCP] - Docker's MCP gateway CLI plugin for running MCP servers in isolated containers.
• HCS Agent Protocol 🌱 [TypeScript] [IDE] - Hedera open standards for agent identity with trustless P2P communication and 187K+ verified agents.
• HIG Doctor 🌱 [TypeScript] [MCP] - Apple HIG audit CLI and MCP server exposing design-guideline lookup and project audits for coding agents across SwiftUI, UIKit, React, Next.js, Flutter, Compose, HTML, and CSS.
• Hyper 🌱 [Cloud] [MCP] - Open-source Agent Skills and a hosted MCP connecting agents to 200+ marketing integrations across paid ads, SEO, analytics, social, and image and video generation, with a human-approval gate on every action.
• Live Tennis API MCP 🔬 [TypeScript] [MCP] - Exposes live tennis scores, fixtures, rankings, and head-to-head to agents, with market prices and win-probability on paid tiers.
• MCP Registry 🌱 [Python] [Multi-Agent] - Official Model Context Protocol specification and server implementations for standardized tool access.
• mcp-nest 🌱 [Python] [MCP] - Unified Model Context Protocol (MCP) server for executing code and managing files.
• NotFair 🚀 [Cloud] [MCP] - Hosted Google Ads MCP server for diagnosing, optimizing, and executing campaign changes via the Google Ads API with a human-approval gate.
• NotFair Skills 🚀 [TypeScript] [MCP] - Open-source Claude Code skills for SEO, GEO, Google Ads, and Meta Ads, connecting to live data through Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP.
• Toolhouse 🌱 [Python] [Multi-Agent] - Cloud-hosted tool infrastructure for agents with optimized execution and low-latency access.
• Xquik 🔬 [Cloud] [MCP] - Hosted X Twitter data MCP for search, follower export, monitors, and confirmation-gated writes.
• Zapier MCP Server 🌱 [Cloud] [MCP] - Connect agents to 7,000+ app integrations via MCP, powered by Zapier's automation platform.
• zero-api-key-web-search 🌱 [Python] [MCP] - Free web search toolkit for AI agents with no API keys, MCP server support.

Browser and Computer Use Agents

• Agent S2 🌱 [Python] [Vision] - Open-source GUI automation framework for building desktop and browser agents with vision.
• AgentQL 🌱 [Python] [Multi-Agent] - AI-powered web scraping and automation with a semantic query language for page elements.
• AIHawk 🚀 [Python] [MCP] - Drives a real Firefox from plain-English instructions, with sixteen MCP tools and a standalone web UI.
• Airtop 🚀 [Cloud] [Multi-Agent] - Enterprise-grade cloud browser infrastructure for AI agent automation at scale.
• Browser Use 🌱 [Python] [Multi-Agent] - Open-source framework to let LLMs navigate and interact with any website programmatically.
• Browserbase 🚀 [Cloud] [Multi-Agent] - Scalable headless browser infrastructure purpose-built for running AI agents in production.
• Dia Browser 🌱 [Cloud] [Multi-Agent] - AI-native browser from Atlassian and the Browser Company with built-in agent workflows.
• Fellou 🌱 [Cloud] [Multi-Agent] - Transparent agentic browser with visual workflow editing and persistent agentic memory.
• Genspark 🌱 [Cloud] [Local] - On-device AI browser with 169+ local models that runs without internet connection.
• Grok Computer 🌱 [Cloud] [Multi-Agent] - Upcoming xAI desktop agent with mouse control and application automation capabilities.
• LaVague 🌱 [Python] [Multi-Agent] - Large Action Model framework to turn natural language instructions into browser automation.
• Manus 🚀 [Cloud] [Multi-Agent] - Autonomous digital employee with Browser Operator extension acquired by Meta for web-based task execution.
• MultiOn 🚀 [Cloud] [Multi-Agent] - Reliable web automation API with CAPTCHA handling for building production browser agents.
• OpenAI Operator 🚀 [Cloud] [OpenAI] - ChatGPT autonomous web agent with human checkpoints using Computer Use Agent technology.
• Playwright MCP 🌱 [TypeScript] [MCP] - MCP server wrapping Playwright for seamless browser automation integration with LLM agents.
• Skyvern 🚀 [Python] [GitHub] - Production browser automation with 21.5K GitHub stars, 10M+ executed workflows, vision-first automation, and sub-300ms response times.
• Stagehand 🌱 [TypeScript] [Multi-Agent] - AI web browsing framework built on Playwright with natural-language selectors and actions.

Agent Tooling and Infrastructure

Sandboxes, web scrapers, browser automation, and networking layers that agents depend on.

• Agent Bounties 🔬 [Rust] [MCP] - Coordinates verifiable digital bounty workflows designed for agents to post, fund, claim, solve, verify, and earn.
• AgentDock 🚀 [Python] [Docker] - Framework for building and deploying production-ready AI agents with composable node architecture.
• agent-qa 🌱 [TypeScript] [Testing] - Runs natural-language web and mobile tests with persistent memory and UI-change adaptation.
• codex-profiles 🚀 [Python] [OpenAI] - Bash CLI for switching OpenAI Codex CLI and Desktop profiles with isolated CODEX_HOME directories.
• CompozyOS 🚀 [Go] [Multi-Agent] - Runs agent CLIs as a team on loops and schedules, with shared memory, permissions and approvals in one self-hosted daemon.
• Crawl4AI 🌱 [Python] [Multi-Agent] - Extracts structured data from web pages using LLM-friendly output formats optimized for agent ingestion.
• Docling 🌱 [Python] [IDE] - Parses PDFs, DOCX, and slides into structured text with deep layout understanding for document agents.
• E2B 🌱 [TypeScript] [Multi-Agent] - Cloud sandboxes for AI agents to run code securely in isolated environments.
• Engram 🌱 [Python] [Multi-Agent] - Universal bridge for multi-protocol AI agent systems with automated semantic mapping.
• Firecrawl 🌱 [TypeScript] [Multi-Agent] - Web scraping API built for LLMs that converts websites to clean, structured markdown.
• Jina Reader 🌱 [TypeScript] [Multi-Agent] - Converts any URL to LLM-ready clean text via a simple API prefix for agent ingestion.
• LlamaParse 🌱 [Python] [RAG] - GenAI-native document parser designed to extract complex tables and layouts for RAG pipelines.
• Marker 🌱 [Python] [CLI] - Converts PDF documents to markdown with high accuracy for tables, equations, and figures.
• Notte 🚀 [Python] [Pipeline] - Browser automation engine optimized for production AI pipelines.
• Pilot Protocol 🌱 [Go] [Multi-Agent] - Networking stack for distributed agent systems with encrypted tunnels.
• Playwright 🌱 [TypeScript] [Testing] - Automates Chromium, Firefox, and WebKit browsers with a single cross-language API for agent-driven testing.
• SandBase CLI 🔬 [TypeScript] [MCP] - Connects coding agents to 2,000+ AI models through one onboarding command.
• ScrapeGraphAI 🌱 [Python] [LangChain] - Python web-scraping library that uses LLMs to build intelligent scraping pipelines from natural-language instructions.
• Superagent 🔬 [Desktop] [Local] - Gives Claude Code and Codex a real browser and iOS Simulator to drive locally on macOS.
• Surya 🌱 [Python] [CLI] - Runs OCR and layout detection on documents in 90+ languages for multilingual document agents.
• Tavily 🌱 [Python] [Multi-Agent] - Search API purpose-built for LLM agents providing real-time, accurate web data with source citations.
• traceAI 🌱 [Python] [Observability] - OpenTelemetry-native tracing for LLM and agent apps with 50+ framework integrations.
• Unstructured 🌱 [Python] [Pipeline] - Ingests and preprocesses documents across 25+ file types for downstream LLM and agent pipelines.

Low and No-Code Builders

• Activepieces 🌱 [TypeScript] [Docker] - Open-source Zapier alternative with AI-powered automation nodes and visual workflow builder.
• AgentGPT 🌱 [TypeScript] [Local] - Deploy AI agents in the browser with zero local setup required.
• Dify 🌱 [Python] [RAG] - Open-source LLM app development platform with visual workflow builder and RAG orchestration.
• FastAgency 🚀 [Python] [Multi-Agent] - Deploys multi-agent workflows as production APIs with minimal configuration and setup.
• Flowise 🌱 [TypeScript] [RAG] - Open-source drag-and-drop UI to build customized LLM flows, RAG pipelines, and agent systems.
• Langflow 🌱 [Python] [RAG] - Visual drag-and-drop builder for LLM workflows, RAG agents, and multi-step pipelines.
• Lindy 🌱 [Cloud] [No-Code] - No-code AI agent platform with 3000+ app integrations for business workflow automation.
• LlamaIndex Workflows 🌱 [Python] [RAG] - Event-driven orchestration framework for building complex agentic systems.
• LLMGraph 🔬 [Cloud] [RAG] - Visual canvas for building RAG chatbots and AI agents with one-click deploy to REST API or chat widget.
• Make 🌱 [Cloud] [RAG] - Visual workflow automation platform with AI capabilities and drag-and-drop scenario builder.
• n8n 🌱 [TypeScript] [Docker] - Open-source workflow automation with AI agent nodes combining visual and code-based orchestration.
• Relevance AI 🌱 [Cloud] [No-Code] - No-code AI agent builder for sales, support, and research use cases with team collaboration.
• Rivet 🌱 [TypeScript] [RAG] - Visual AI workflow builder with drag-and-drop interface for designing agent pipelines.
• Temporal 🚀 [Go] [Multi-Agent] - Durable execution platform for long-running agent workflows with automatic retry and state persistence.
• Wordware 🌱 [TypeScript] [IDE] - Web-hosted IDE where domain experts collaborate with AI engineers to build agent workflows.
• Zapier AI 🌱 [Cloud] [No-Code] - Connects 7000+ apps with natural language workflow creation for no-code agent automation.

Voice and Multimodal Agents

• Agentset 🚀 [Python] [RAG] - Production RAG platform with reasoning, hybrid search, and full multimodal support.
• LiveKit Agents 🌱 [Python] [IDE] - Framework for building real-time, multimodal AI agents with voice, video, and data channels.
• Nuance AI 🚀 [Cloud] [CLI] - Enterprise speech and conversational AI platform for clinical and contact-center workflows with HIPAA-capable deployments.
• Google Cloud Speech-to-Text v2 🚀 [Cloud] [Pipeline] - Google Cloud streaming and batch speech recognition API v2 with improved accuracy, streaming, and noise suppression for real-time agent pipelines.
• Personal Jarvis 🔬 [Python] [Voice] - Voice-driven desktop assistant that takes mouse and keyboard and delegates heavy tasks to agent harnesses like Claude Code, Codex, and MCP.
• Pipecat 🚀 [Python] [Streaming] - Production-grade voice AI framework with sub-250ms latency, WebRTC support, multimodal (voice+vision+text), real-time streaming, and 70+ language support.
• qwen-audio-agent 🌱 [Desktop] [Voice] - Full-duplex voice runtime that drives coding agents (Claude Code, Codex, OpenCode, Kimi Code, and more) over ACP, keeping conversations going while background tasks run, with barge-in and a local wake word.
• Rasa 🌱 [Python] [Self-Hosted] - Open-source conversational AI framework with self-hosted NLU training and dialogue management.
• simulate-sdk 🌱 [Python] [Voice] - Persona- and scenario-driven SDK for simulating voice and text AI agents.
• Vapi 🌱 [Python] [Voice] - Platform for building voice AI agents with low-latency speech-to-speech capabilities.
• Vocode 🌱 [Python] [Streaming] - Open-source framework for building voice-based LLM agent applications with streaming support.
• Wispr Flow 🚀 [Cloud] [Voice] - Voice orchestration platform for multimodal AI agents with 50+ language support, workflow building, and enterprise integrations.

Safety Guardrails and Observability

• Agent OS 🌱 [Python] [Multi-Agent] - Kernel architecture for governing autonomous AI agents with policy enforcement.
• AgentDoG 🌱 [Python] [Multi-Agent] - Diagnostic guardrails that analyze full agent execution trajectories to detect instruction hijacking and tool misuse.
• AgentGuard 🌱 [Python] [Observability] - Runtime observability and guardrails for AI agents with loop detection and anomaly alerts.
• Bifrost 🌱 [Go] [MCP] - AI gateway that unifies model providers with automatic failover, load balancing, observability, and MCP support.
• agenttrace 🌱 [Go] [CLI] - Local-first TUI for AI coding agent session observability with tokens, cost, latency, tool failures, anomalies, reports, diffs, and CI health gates.
• APort Agent Guardrails 🌱 [Python] [Multi-Agent] - Pre-action authorization plugin for agent frameworks with policy-based access control.
• Patronus AI LYNX 🌱 [Cloud] [Testing] - Hallucination detection system beating GPT-4 baselines, with specialized testing for agent outputs and LLM-generated content quality.
• Arize Phoenix 🌱 [Python] [Observability] - Open-source observability platform built on OpenTelemetry for tracing, evaluating, and debugging AI agents.
• Braintrust 🌱 [TypeScript] [Evaluation] - Eval-driven development platform with experiment tracking and prompt optimization for agent quality.
• ClawMetry 🔬 [Python] [Observability] - Self-hosted observability and opt-in kill switch for coding agents, reading the session logs runtimes already write to disk (website).
• ElevenAgents 🚀 [Cloud] [Voice] - Voice agent platform from ElevenLabs for customer support automation with HIPAA compliance and multi-language support.
• DriftGuard 🌱 [Python] [Multi-Agent] - Semantic memory guardrails using causal graphs to prevent agents from repeating past failures.
• Galley 🔬 [Go] [Multi-Agent] - Pairs independently configured executors and supervisors with repository-defined quality gates and inspectable evidence for each coding attempt.
• Guardrails AI 🌱 [Python] [Multi-Agent] - Adds structural, type, and quality guarantees to LLM outputs for reliable agent responses.
• Helicone 🌱 [TypeScript] [Observability] - Open-source LLM observability with one-line integration for cost tracking and prompt analytics.
• Lakera Guard 🌱 [Cloud] [Security] - Real-time protection against prompt injection, data leakage, and toxicity in agent interactions.
• Laminar 🌱 [Rust] [Observability] - Open-source observability and analytics platform purpose-built for the full lifecycle of AI agents.
• Langfuse 🌱 [TypeScript] [Observability] - Open-source LLM observability platform for tracing, prompt versioning, and LLM-as-a-judge evaluations.
• LangSmith 🚀 [Cloud] [LangChain] - LangChain platform for tracing, testing, and evaluating agent performance with production monitoring.
• LLM Guard 🌱 [Python] [Security] - Security toolkit for scanning LLM inputs and outputs to prevent prompt injection and data leaks.
• Logfire 🌱 [Python] [Pydantic] - Python-native observability from the Pydantic team with deep integration for high-performance agent monitoring.
• MartinLoop 🔬 [TypeScript] [Compliance] - Governs autonomous coding agents, turning open-ended runs into budgeted, verified software work with signed outcome receipts.
• NeMo Guardrails 🌱 [Python] [Multi-Agent] - NVIDIA programmable guardrails toolkit for controlling and securing LLM-powered agent conversations.
• OrcaReplay 🔬 [TypeScript] [Observability] - Records a coding-agent run below the harness, then replays it offline or forks it onto another model; its MCP server lets an agent read and re-run its own past runs.
• Orchard Kit 🌱 [Python] [Security] - Modules for agent runtime security, self-audit trails, and collective cognition patterns.
• OWASP Top 10 for Agentic Apps 🌱 [Python] [Security] - Security framework covering goal hijacking, tool misuse, and cascading failure mitigations for agents.
• Pluribus 🔬 [TypeScript] [Observability] - Generates cross-tool agent context and privacy-safe evidence receipts for loaded authority, handoffs, and skill use.
• Rebuff 🌱 [Python] [Security] - Self-hardening prompt injection detection system for securing agent inputs against adversarial attacks.
• Agent Learning Kit 🌱 [Python] [Evaluation] - LLM evaluation framework with 50+ metrics, LLM-as-Judge, and guardrail scanners (jailbreak, PII, injection).
• Shipmoor 🔬 [Python] [Testing] - Local, deterministic verification layer for AI agent code: scans, test evidence, and a binding merge verdict without uploading source.
• SourceryKit 🔬 [Python] [Security] - Verifies an agent's outbound requests and MCP handoffs against a source of truth using zero-knowledge proofs, logging each call and blocking anything off the trusted-endpoint allow-list.
• Future AGI 🌱 [Python] [Self-Hosted] - Self-hostable end-to-end agent engineering platform with tracing, evals, guardrails, and gateway.
• sofagent 🔬 [TypeScript] [Security] - Commit-time audit harness that blocks credential leaks and out-of-scope file changes before they land, with 24 rules and HMAC-chained audit logs.

Agent Interfaces and UIs

Frontend workspaces and chat interfaces with built-in agent plugins and tool-use capabilities.

• AionUi 🚀 [Desktop] [Multi-Agent] - Connects 20+ AI CLIs and any API key in a local, open-source multi-agent desktop workspace.
• AnythingLLM 🌱 [TypeScript] [RAG] - All-in-one AI application with RAG, agents, and multi-model support for desktop and Docker.
• DB-GPT 🌱 [Python] [Database] - Data interaction platform with local LLM support for 100% private database and analytics agents.
• LibreChat 🌱 [TypeScript] [IDE] - Self-hosted multi-model chat interface supporting all major AI providers with access control.
• LobeHub 🌱 [TypeScript] [Multi-Agent] - Modern platform for hybrid work and AI-driven collaboration with extensible agent teams and rapid integration.
• LobeChat 🌱 [TypeScript] [Multi-Agent] - Modern, open-source AI chat framework with a massive plugin ecosystem for autonomous agent capabilities.
• OpenHuman 🚀 [Rust] [Memory] - Self-hosted local-first personal AI assistant with a Rust core, desktop apps, knowledge-graph memory, skills, voice, and multi-channel messaging.
• Orkas 🔬 [Desktop] [Multi-Agent] - Runs parallel AI agents in a local-first desktop workspace with shared files, BYOK providers, and optional sync.
• OpenWebUI 🌱 [TypeScript] [RAG] - Extensible local AI interface wi