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awesome-ai-agents

A curated list of frameworks, tools, and resources for building and deploying AI agents.
https://github.com/nipunaranasinghe/awesome-ai-agents

Last synced: 3 days ago
JSON representation

  • ⚙ïļ Agent Operations

    • 🚀 Deployment

      • OctoAI
      • Modal - labs/modal-client) | Serverless runtime for AI workloads |
      • Daytona - generated code |
      • E2B - dev/E2B) | Secure sandboxed environments for agents |

    • 📊 Evaluation

      • AgentBench - environment testing for agents |
      • LangTrace - Labs/langtrace) | Monitoring and trace visualization |
      • Agent Evaluation - evaluation) | Benchmarking agent capabilities |
      • Simple Evals - evals) | OpenAI's lightweight LLM evaluation library |
      • agenttrace
      • ax - first evidence graph for coding-agent sessions, tool calls, skills, and cost |

    • 🧠 Memory

      • ChromaDB - core/chroma) | Vector DB for memory/context |
      • Weaviate
      • Letta (formerly MemGPT) - ai/letta) | Dynamic, adaptive agent memory system |
      • Mem0
      • Tree Ring Memory - Ring-Memory) | Local-first CLI/TUI for agent memory recall, forgetting, audit, and consolidation |
      • Portable Handoff - handoff) | Local-first CLI for handing off coding-agent session context between tools |
      • Mnemoverse - memory-server) | MIT MCP memory server; a hosted engine re-ranks recall from reported outcomes |
      • Fidelis Memory - labs-ai/fidelis) | Local-first MCP memory: local vector recall, optional keyword+vector hybrid mode |
      • Screenpipe - available screen/audio history for agents via MCP and a local API |
      • Busabase - source agent workspace with auditable, permission-aware ChangeRequests |

    • 📈 Observability

      • Langfuse - source LLM engineering platform for tracing, prompt management, and evaluations |
      • Arize Phoenix - ai/phoenix) | Open-source AI observability with OpenTelemetry tracing, evals, and agent debugging |
      • Helicone - source LLM observability with one-line integration for cost and usage tracking |
      • OpenLLMetry - based instrumentation for LLM and agent frameworks |
      • Laminar - ai/lmnr) | Open-source platform for tracing and evaluating AI agents |
      • Noveum Trace - trace) | Python SDK for tracing LLM calls and agent workflows in the hosted Noveum platform |
      • OrcaReplay - AI-Corp/OrcaReplay) | Records a coding-agent run below the harness and replays it offline byte-for-byte |
      • OpenClaw Monitor - monitor) | Open-source monitoring dashboard for OpenClaw AI agents — token usage, session tracking, 7-day trends |
      • Bifrost - compatible LLM gateway with multi-provider routing, failover, and tracing |

    • 🔌 Protocols

    • 🔒 Security & Governance

      • Agent Governance Toolkit - governance-toolkit) | Policy enforcement, zero-trust identity, and execution sandboxing for autonomous AI agents |
      • Garak - probes for prompt injection, data leakage, and hallucination |
      • Guardrails AI - ai/guardrails) | Output validation and guardrails for LLM responses |
      • LLM Guard - guard) | Security toolkit for scanning and sanitizing LLM prompts and outputs |
      • Polaxis - SDK-MCP) | Pre-execution runtime firewall for AI agents - 7-layer threat detection and spend controls |
      • Presidio - privacy-stack/presidio) | PII detection, redaction, and anonymization across text, images, and structured data |
      • NeMo Guardrails - NeMo/Guardrails) | Programmable guardrails for LLM-based conversational systems |
      • sofagent - time audit harness for coding agents - git-diff rules, HMAC audit trail, rollback |
      • hermes-jailbench - labs-ai/hermes-jailbench) | Deterministic jailbreak regression benchmark for known-pattern attacks |

  • 🌐 Community Resources

  • Contributing

  • 🚀 Contributors

  • 🌟 Core Frameworks

    • AutoGen - agent conversations, GPT-4 integration, customizable workflows |
    • LangChain - ai/langchain) | Tool integration, memory management, agent chaining |
    • SuperAGI - source AGI framework, multi-modal agents |
    • AgentVerse - agent simulation environments for research |
    • ChatDev
    • AGiXT - XT/AGiXT) | Adaptive automation platform with persistent memory |
    • LangGraph - ai/langgraph) | Stateful, multi-actor applications with LLMs |
    • OpenAI Assistants API (SDK) - python) | Build AI assistants with tools and persistent threads via SDK |
    • LLMStack - code multi-agent framework with data workflows |
    • AgentOps - AI/agentops) | Monitoring, cost tracking, and benchmarking SDK for agents |
    • Google ADK (Agent Development Kit) - python) | Code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents |
    • Agency Swarm - swarm) | Reliable multi-agent orchestration using OpenAI Assistants API |
    • Neurolink - provider AI agent framework, unifies 12+ LLM providers, workflow orchestration |
    • PraisonAI - agent framework (3.77Ξs), 100+ LLMs, MCP, workflows, Python & JS SDKs |
    • Summoner - Network/summoner-agents) | Agent-to-agent networking for server-decoupled agents over long-lived TCP sessions (Python/Rust), 50+ runnable templates |
    • AutoGPT - Gravitas/AutoGPT) | Autonomous AI agent for task completion, web browsing, and code execution |
    • Agno - agi/agno) | Multi-agent framework, runtime, and control plane for AI products |
    • Composio
    • PocketFlow - Pocket/PocketFlow) | Minimalist 100-line LLM framework for agents, workflows, and RAG |
    • CAMEL - ai/camel) | Multi-agent framework for communicative agents research |
    • KodeAgent - saha/kodeagent) | The Minimal Agent Engine to build ReAct & CodeAct agents, with support for code sandbox and observability |
    • Agentset - ai/agentset) | Production-ready RAG platform with agentic reasoning, hybrid search, and multimodal support |
    • Taskade MCP - source MCP toolkit and integrations for building AI agents and automated workflows |
    • Hivemoot Colony - governing multi-agent platform; agents propose, vote, peer-review, and ship software via democratic consensus |
    • Taskade - native workspace for building and deploying multi-agent workflows |
    • smolagents - first agent library by Hugging Face, model-agnostic with MCP and sandbox support |
    • LlamaIndex - llama/llama_index) | Data framework for LLM apps with RAG, agents, and 300+ integrations |
    • Mastra - ai/mastra) | TypeScript AI framework for agents, workflows, MCP servers, and evals |
    • OIXA Protocol - sys/oixa-protocol) | Agent-to-agent economic marketplace protocol on Base with on-chain escrow and A2A integrations |
    • AgentField - Field/agentfield) | Open-source control plane for AI agents at scale, with routing, memory, observability, identity, and auth |
    • MetaGPT - based agents |
    • CrewAI - based agent orchestration, task delegation |
    • LightAgent - agent collaboration |
    • Upsonic - oriented |
    • Strands Agents SDK - agents/harness-sdk) | AWS-backed model-driven agent SDK with MCP and multi-provider support |
    • Hivekeep - hosted platform to run a team of specialized AI agents with persistent memory, a web UI, and Telegram/Slack/Discord/Matrix channels, in a single Bun and SQLite container |
    • Orkas - AI/Orkas) | Local-first workspace coordinating specialist AI agents across projects |
    • Better Agent - agent) | Source-available workspace for running and supervising Claude, Codex, and Gemini coding-agent sessions |
    • fractal - ai/fractal) | Hierarchical coding-agent runtime with bounded autonomous loops, recursive delegation, isolated Git worktrees, persistent SQLite state, and live operator controls |
    • Agentlas OS - stars] | Apache-2.0 local-first agent OS for portable agent and team packages, cross-host orchestration, MCP/A2A, and verification gates |
    • YYLO - dev/yylo) | Command-line orchestrator for coding agents with typed task, validation, merge, and release-readiness boundaries, a dedicated branch/worktree, and risk-based merge review |
    • SandBase Harness - harness) | Local-first, self-hosted TypeScript agent runtime and MCP bridge with sandboxed sessions and audit/replay |
    • Tale - project/tale) | Self-hosted workspace for people and AI agents, with shared project tasks, manager delegation, persistent sandbox workspaces, and human review of results |

  • 📚 Research & Benchmarks

    • 📊 Benchmarks

      • ToolBench
      • SOTOPIA-π - lab/sotopia-pi) | Social intelligence benchmark for multi-agent systems |
      • PerspectiveGap - agent systems, 110 scenarios across 10 topologies |
      • ClawBench - AI-Lab/ClawBench) | Live-web browser-agent benchmark with 283 tasks across 163 real websites |

    • 📄 Papers

      • arXiv - based agents |
      • arXiv
      • arXiv - agent systems |
      • arXiv
      • arXiv
      • arXiv
      • arXiv - agent pipeline with bandit scheduling turns optimization problems into solver code |
      • arXiv - aware training for a live-commerce agent, with evaluation on changing skills, tools, prompts, and hooks |

  • 🚀 Specialized Agents

    • ðŸ’ŧ Coding Agents

      • GPT Pilot - io/gpt-pilot) | Assists in writing and debugging code |
      • Devika
      • Plandex - ai/plandex) | AI coding engine for complex projects |
      • TaskWeaver - first agent framework for analytical tasks |
      • Gemini CLI - gemini/gemini-cli) | Open-source AI agent bringing Gemini to the terminal with MCP support |
      • AgenticSeek
      • Cline
      • bolt.diy - labs/bolt.diy) | AI-powered full-stack web development in the browser with 19+ LLMs |
      • SWE-agent - agent/SWE-agent) | AI agent for software engineering tasks |
      • OpenHands - source AI software development agents (formerly OpenDevin) |
      • Aider - AI/aider) | AI pair programming in terminal |
      • Goose - goose/goose) | Open-source extensible AI agent by Block for engineering tasks |
      • Atomic Agent - ai/atomic-agent) | Local-first CLI and TUI coding agent, open-weight models, 56 tools, MCP |

    • ðŸŽĻ Creative Agents

      • ShortGPT - form video generation agent |
      • AI-town - infra/ai-town) | Virtual world simulation with AI agents |
      • BulkPublish - api) | API and agent skills for drafting, scheduling, and publishing social media content |

    • ðŸ—Ģïļ Programming Language Agents

    • 🔎 Research Agents

      • GPT Researcher - researcher) | Autonomous agent for comprehensive research |
      • Storm - oval/storm) | Multi-agent system for collaborative reasoning |
      • DeerFlow - flow) | Framework for deep research with web search and Python execution |
      • Agon - Factory/Agon) | Prompt Economy orchestrator: reusable scientist/coder/auditor loops instead of per-task prompts, 18 roles, 10+ disciplines |
      • AutoNumerics - language problem descriptions |
      • Dr. Claw - claw) | Local research workspace with survey, ideation, experiment, publication, and promotion stages |
      • Caesar - agent) | Builds a knowledge graph while exploring the web, then refines drafts via adversarial synthesis |
      • P2PCLAW - P2P) | Decentralized P2P agent swarm for open scientific research |
      • CAJAL

    • 🎙ïļ Voice Agents

      • Pipecat - ai/pipecat) | Open-source framework for building real-time voice and multimodal conversational agents |
      • LiveKit Agents - time voice AI agents with WebRTC transport, built on LiveKit |
      • TEN Framework - framework/ten-framework) | Open-source framework for real-time conversational voice agents with multimodal support |

    • 🌐 Web & Computer Use Agents

      • NanoBrowser - based AI browsing agent |
      • Browser Use - use/browser-use) | Make websites accessible for AI agents, automate tasks with ease |
      • Firecrawl - ready markdown or structured data |
      • Crawl4AI - source LLM-friendly web crawler and scraper |
      • Stagehand
      • Xquik - dev/x-twitter-scraper) | X/Twitter data and action API (REST, MCP, webhooks) that agents call for search, monitoring, and posting |
      • Skyvern - AI/skyvern) | Browser automation agent using LLMs and computer vision to complete web workflows |
      • Playwright MCP - mcp) | MCP server exposing Playwright browser automation to AI agents |
      • Agent S - ai/Agent-S) | Open framework for computer-use agents that operate desktop GUIs like a human |
      • UI-TARS Desktop - TARS-desktop) | GUI agent by ByteDance that controls desktop and browser via natural language, built on the UI-TARS vision model |
      • agent-qa - qa) | Self-improving QA agent for natural-language web and mobile tests |
Programming Languages
Python 62 TypeScript 38 Go 5 Rust 4 Jupyter Notebook 2 JavaScript 2 C 1 Shell 1 Java 1 C# 1
Categories
🚀 Specialized Agents 50 🌟 Core Frameworks 43 ⚙ïļ Agent Operations 42 📚 Research & Benchmarks 12 🌐 Community Resources 2 🚀 Contributors 2 Contributing 1
Sub Categories
ðŸ’ŧ Coding Agents 13 ðŸ—Ģïļ Programming Language Agents 11 🌐 Web & Computer Use Agents 11 🧠 Memory 10 🔒 Security & Governance 9 🔎 Research Agents 9 📈 Observability 9 📄 Papers 8 📊 Evaluation 6 🚀 Deployment 4 📊 Benchmarks 4 🔌 Protocols 4 📰 Newsletters 4 🎙ïļ Voice Agents 3 ðŸŽĻ Creative Agents 3 ðŸ‘Ĩ Communities 1
Keywords
ai 54 llm 51 ai-agents 42 agents 32 python 29 openai 29 mcp 18 typescript 15 agent 14 llmops 13 rag 12 autonomous-agents 11 langchain 11 developer-tools 11 chatgpt 10 gpt-4 10 agentic-ai 10 automation 9 generative-ai 8 open-source 8 anthropic 8 local-first 8 llms 8 large-language-models 7 llm-evaluation 7 artificial-intelligence 7 multi-agent-systems 7 playwright 6 multi-agent 6 llm-observability 6 ai-agent 6 framework 6 mcp-server 6 gpt 6 javascript 6 prompt-engineering 5 ollama 5 genai 5 observability 5 self-hosted 5 nodejs 5 machine-learning 5 llama 5 openclaw 5 gemini 5 cli 4 retrieval-augmented-generation 4 multimodal 4 memory 4 claude-code 4