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kaushikb11/awesome-llm-agents

A curated list of awesome LLM agents frameworks.

Python

1,607

132 commits

updated Oct 11, 2026

See the code

README

Awesome LLM Agent Frameworks Awesome

A curated list of open-source frameworks, runtimes and tooling for building LLM agents. Metrics refresh weekly. (Last updated: 2026-10-11)

To suggest a project, see CONTRIBUTING.md — entries live in data/frameworks/, and this file is generated from them.

Contents

Core Frameworks

ProjectStarsLanguageLicenseUpdatedDescription
OpenClaw391,648TypeScriptMIT2026-10Personal AI assistant that runs on any platform
LangChain147,570PythonMIT2026-10Compose LLM apps from modular pieces
Smolagents29,778PythonApache-2.02026-10Minimal agents that write code to act
Mastra28,695TypeScriptOther2026-10TypeScript agents with RAG and observability
Semantic Kernel28,640C#MIT2026-10Plugin-based AI integration for .NET and Python
Google ADK21,772PythonApache-2.02026-10Code-first agents that deploy to Vertex AI
Pydantic AI20,538PythonMIT2026-10Type-safe agents on Pydantic with structured output
Tambo11,187TypeScriptMIT2026-10React components rendered by AI at runtime
Hive11,092PythonApache-2.02026-10Multi-agent harness aimed at production
Openwork10,856——2026-08Open-source AI coworker platform
Upsonic7,956PythonMIT2026-06Agents with MCP and isolated execution
Atomic Agents6,282PythonMIT2026-10Compose agents from small interchangeable parts
OpenAgent5,683GoApache-2.02026-10Personal assistant built on LLM, RAG and agent loops
AG24,988PythonApache-2.02026-10Community fork of AutoGen, now an AgentOS
Oh My Hermes3,254PythonMIT2026-10Harness with optimized tools and memory
AGiXT3,217PythonMIT2026-07Multi-provider agent platform with command chaining
trpc-agent-go1,857GoApache-2.02026-10Go framework for agents with graph workflows
Agentlas OS1,576PythonApache-2.02026-10Specialist agent hub with temporary orchestrators
ConnectOnion1,496PythonApache-2.02026-10Python framework focused on agent collaboration
Ouroboros1,434PythonMIT2026-10Agent runtime with reviewed self-modification
LightAgent1,233PythonApache-2.02026-09Lightweight Python agents with tools and memory
ix1,046PythonMIT2026-10Autonomous agents with a visual workflow builder
Promptise Foundry873PythonApache-2.02026-10Agentic framework with controllable reasoning
Aeon770ShellMIT2026-10Runs unattended on GitHub Actions, self-healing
Octochains377PythonOther2026-08Parallel isolated reasoning with an aggregator
Axar166TypeScriptApache-2.02026-02Minimal TypeScript agents with Zod validation
Octomind159RustApache-2.02026-10Model-agnostic runtime with specialist agents
Neurolink147TypeScriptMIT2026-10One interface across 12+ LLM providers
NarraNexus89PythonApache-2.02026-10Builds nexuses where agent intelligence emerges
ProtoLink87PythonMIT2026-10Python agents with native A2A communication
KodeAgent43PythonApache-2.02026-10Minimal agent engine, deliberately small
OpenProgram————Agents create and refine their own workflows
ShaprAI————Sharpens raw models into principled agents
TrashClaw————Zero-dependency local agent for old hardware

Multi-Agent Orchestration

ProjectStarsLanguageLicenseUpdatedDescription
MetaGPT70,797PythonMIT2026-01Agents role-play a software company
AutoGen61,343PythonCC-BY-4.02026-04Conversational multi-agent systems
CrewAI59,547PythonMIT2026-10Orchestrate role-playing agent crews
CAMEL17,856PythonApache-2.02026-10Role-playing agents for studying agent society
PraisonAI9,220PythonMIT2026-10Multi-agent workflows with self-reflection
OpenAgents4,196TypeScriptApache-2.02026-10Agent networks over WebSocket, gRPC, MCP and A2A
hcom566RustMIT2026-10Agents message and spawn each other in terminals
Markus202TypeScriptApache-2.02026-10Agents coordinate and review each other's work
CommonGround Kernel153PythonApache-2.02026-05Postgres-backed shared substrate for agent teams
Flock121PythonMIT2026-10Declarative agents via blackboard architecture
Quorum119PythonOther2026-09Structured multi-agent debate in the terminal
OpenAcme89TypeScriptMIT2026-07Role-specialized agents that self-organize
Hivekeep69TypeScriptMIT2026-10Self-hosted team of persistent personal agents
auto-co51TypeScriptMIT2026-0614 agents run a company in a continuous loop

CLI Agent Harnesses

Tools that run, sandbox or coordinate command-line coding agents such as Claude Code, Codex and Gemini CLI.

ProjectStarsLanguageLicenseUpdatedDescription
Atomic Agent3,230TypeScriptMIT2026-10Local-first CLI agent for open-weight models
Agent Teams2,254TypeScriptAGPL-3.02026-10Desktop app running coding-agent teams across CLIs
Bernstein1,209PythonApache-2.02026-10Deterministic orchestrator for 40+ CLI agents
h5i703RustApache-2.02026-10Runs agents in sandboxes, merges the verified result
SwarmClaw689TypeScriptMIT2026-06Self-hosted runtime for multi-agent CLI work
Dorothy350TypeScriptMIT2026-07Desktop app to run several CLI agents at once
ClawFleet174GoMIT2026-04Deploys isolated agent instances via Docker
OpenPaw173TypeScriptMIT2026-05Turns Claude Code into an assistant with 38 skills
ORCH171TypeScriptMIT2026-08One CLI to manage a team of agents on tasks
OpenHermit87TypeScriptMIT2026-10Deploys agent fleets as long-running services
5dive68ShellMIT2026-10Run a company of named agents on your own server
Agon54PythonMIT2026-10Claude Code plugin for autonomous research loops
TeamHero38JavaScriptMIT2026-04Manage agents like a team, with structured roles
OpenSepia35PythonMIT2026-03Nine Claude agents running as an agile team

Low-Code & Visual Builders

ProjectStarsLanguageLicenseUpdatedDescription
Dify158,105TypeScriptOther2026-10Visual orchestration for LLM apps and agents
Kiln AI5,185PythonOther2026-10Desktop app for evals, RAG and fine-tuning
Heym1,161PythonOther2026-10Visual builder for agentic workflow automation

Retrieval & Data

ProjectStarsLanguageLicenseUpdatedDescription
LlamaIndex52,462PythonMIT2026-10Connects LLMs to 160+ data sources
Haystack26,715PythonApache-2.02026-10Composable pipelines for search and RAG

Memory & Context

ProjectStarsLanguageLicenseUpdatedDescription
Hindsight48,141PythonMIT2026-10Agent memory with retain, recall and reflect
Caura498PythonApache-2.02026-10Governed shared memory for fleets of agents
AnimaWorks266PythonApache-2.02026-10Organization-as-code with brain-inspired memory
OMEGA222PythonApache-2.02026-10Persistent memory for coding agents over MCP
Inite Brain41TypeScriptAGPL-3.02026-10Bitemporal knowledge graph as agent memory
Perseus————Resolves verified workspace state before a call

Agent Infrastructure

ProjectStarsLanguageLicenseUpdatedDescription
Mem066,962PythonApache-2.02026-10Memory layer that persists across agent sessions
AgentField2,610GoApache-2.02026-10Agent identity and RPC using W3C DIDs
openma315TypeScriptApache-2.02026-10Self-hosted Managed Agents API implementation

Safety, Security & Evaluation

ProjectStarsLanguageLicenseUpdatedDescription
Agentic Radar1,056PythonApache-2.02025-11Scans agent workflows for CVE and OWASP issues
Cordum509GoOther2026-10Evaluates policy before an agent action dispatches
Greywall309GoApache-2.02026-08Deny-by-default sandbox for coding agents
Kitaru305PythonApache-2.02026-10Record, replay and improve agents in production
RapidFire AI170JavaScriptApache-2.02026-10Experiment harness for RAG and fine-tuning runs
APort Guardrails28ShellOther2026-10Pre-action authorization policy for agent calls

Domain-Specific Agents

ProjectStarsLanguageLicenseUpdatedDescription
DeepAnalyze4,678PythonMIT2026-09Autonomous data science without fixed workflows
Darkmoon1,016PythonGPL-3.02026-10Autonomous pentesting across web, cloud and AD
RAI600PythonApache-2.02026-09Agent framework for robotics, built on ROS 2
CleverBee302PythonAGPL-3.02026-01Deep research agent that browses with Playwright
text2sql-framework160PythonMIT2026-08Text-to-SQL agent that explores schema, not RAG
GenoMAS135PythonMIT2026-04Multi-agent pipeline for genomics data analysis
wechat-mac-rpa120PythonMIT2026-10Visual agent automating WeChat on macOS
DNA Claude Analysis58PythonMIT2026-03Explore your genome in natural language
everyrow57PythonMIT2026-10Run LLM agents over pandas DataFrames
Inalpha44PythonAGPL-3.02026-10Quant agents that pick factors that still work
Omni-Rewriter————Prompt expansion for image and video generation

Research & Experimental

ProjectStarsLanguageLicenseUpdatedDescription
EvoAgentX3,370PythonOther2026-08Agent workflows that evolve and self-optimize
AgentFlow2,058PythonMIT2026-02Trainable multi-agent system using Flow-GRPO
Cache-to-Cache717PythonApache-2.02026-10Agents exchange meaning directly via KV-cache
AgentSquare233HTML—2025-11Automatic search over modular agent designs
GNAP86—MIT2026-03Git-native protocol draft for agent coordination
agent-opt75PythonApache-2.02026-06 (archived)Optimizes prompts and agent workflows
AVP29PythonApache-2.02026-04Transfers KV-cache between agents, not text

Autonomous Agents (2023 wave)

The 2023 autonomous-agent wave. Listed for their influence; several are no longer actively developed.

ProjectStarsLanguageLicenseUpdatedDescription
AutoGPT187,515PythonOther2026-10The original autonomous GPT-4 agent loop
OpenManus58,610PythonMIT2026-09General-purpose agent, no invite code needed
BabyAGI22,357Python—2026-01Minimal task-driven autonomous agent loop
XAgent8,551PythonApache-2.02026-07Autonomous agent with planning and tool learning

Inactive

Archived, or no push in over 12 months. Kept because they are widely referenced and readers benefit from knowing their status.

ProjectStarsLanguageLicenseUpdatedDescription
Flowise55,492TypeScriptOther2026-08 (archived)Drag-and-drop builder for LLM flows
SuperAGI17,700PythonMIT2025-01Autonomous agent platform with a tool framework
OpenAgents (XLang)4,865PythonApache-2.02024-11Platform for data, web and coding agents
Agent Protocol1,458PythonMIT2025-04Standard interface for agent interoperability
AI Legion1,437TypeScriptMIT2025-05TypeScript swarm of autonomous agents

License

CC0 1.0 Universal — to the extent possible under law, the contributors have waived all copyright and related rights to this work.

agents
langchain
llm

Significant stargazers

Minsoo Cheong

43 followers · starred May 2025

YWMditto

32 followers · starred Aug 2024

Russell Dempsey

131 followers · starred Mar 2026

lpalbou

21 followers · starred Jul 2025

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kaushikb11/awesome-llm-agents

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Python

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updated Oct 11, 2026

See the code

README

Awesome LLM Agent Frameworks Awesome

A curated list of open-source frameworks, runtimes and tooling for building LLM agents. Metrics refresh weekly. (Last updated: 2026-10-11)

To suggest a project, see CONTRIBUTING.md — entries live in data/frameworks/, and this file is generated from them.

Contents

Core Frameworks

ProjectStarsLanguageLicenseUpdatedDescription
OpenClaw391,648TypeScriptMIT2026-10Personal AI assistant that runs on any platform
LangChain147,570PythonMIT2026-10Compose LLM apps from modular pieces
Smolagents29,778PythonApache-2.02026-10Minimal agents that write code to act
Mastra28,695TypeScriptOther2026-10TypeScript agents with RAG and observability
Semantic Kernel28,640C#MIT2026-10Plugin-based AI integration for .NET and Python
Google ADK21,772PythonApache-2.02026-10Code-first agents that deploy to Vertex AI
Pydantic AI20,538PythonMIT2026-10Type-safe agents on Pydantic with structured output
Tambo11,187TypeScriptMIT2026-10React components rendered by AI at runtime
Hive11,092PythonApache-2.02026-10Multi-agent harness aimed at production
Openwork10,856——2026-08Open-source AI coworker platform
Upsonic7,956PythonMIT2026-06Agents with MCP and isolated execution
Atomic Agents6,282PythonMIT2026-10Compose agents from small interchangeable parts
OpenAgent5,683GoApache-2.02026-10Personal assistant built on LLM, RAG and agent loops
AG24,988PythonApache-2.02026-10Community fork of AutoGen, now an AgentOS
Oh My Hermes3,254PythonMIT2026-10Harness with optimized tools and memory
AGiXT3,217PythonMIT2026-07Multi-provider agent platform with command chaining
trpc-agent-go1,857GoApache-2.02026-10Go framework for agents with graph workflows
Agentlas OS1,576PythonApache-2.02026-10Specialist agent hub with temporary orchestrators
ConnectOnion1,496PythonApache-2.02026-10Python framework focused on agent collaboration
Ouroboros1,434PythonMIT2026-10Agent runtime with reviewed self-modification
LightAgent1,233PythonApache-2.02026-09Lightweight Python agents with tools and memory
ix1,046PythonMIT2026-10Autonomous agents with a visual workflow builder
Promptise Foundry873PythonApache-2.02026-10Agentic framework with controllable reasoning
Aeon770ShellMIT2026-10Runs unattended on GitHub Actions, self-healing
Octochains377PythonOther2026-08Parallel isolated reasoning with an aggregator
Axar166TypeScriptApache-2.02026-02Minimal TypeScript agents with Zod validation
Octomind159RustApache-2.02026-10Model-agnostic runtime with specialist agents
Neurolink147TypeScriptMIT2026-10One interface across 12+ LLM providers
NarraNexus89PythonApache-2.02026-10Builds nexuses where agent intelligence emerges
ProtoLink87PythonMIT2026-10Python agents with native A2A communication
KodeAgent43PythonApache-2.02026-10Minimal agent engine, deliberately small
OpenProgram————Agents create and refine their own workflows
ShaprAI————Sharpens raw models into principled agents
TrashClaw————Zero-dependency local agent for old hardware

Multi-Agent Orchestration

ProjectStarsLanguageLicenseUpdatedDescription
MetaGPT70,797PythonMIT2026-01Agents role-play a software company
AutoGen61,343PythonCC-BY-4.02026-04Conversational multi-agent systems
CrewAI59,547PythonMIT2026-10Orchestrate role-playing agent crews
CAMEL17,856PythonApache-2.02026-10Role-playing agents for studying agent society
PraisonAI9,220PythonMIT2026-10Multi-agent workflows with self-reflection
OpenAgents4,196TypeScriptApache-2.02026-10Agent networks over WebSocket, gRPC, MCP and A2A
hcom566RustMIT2026-10Agents message and spawn each other in terminals
Markus202TypeScriptApache-2.02026-10Agents coordinate and review each other's work
CommonGround Kernel153PythonApache-2.02026-05Postgres-backed shared substrate for agent teams
Flock121PythonMIT2026-10Declarative agents via blackboard architecture
Quorum119PythonOther2026-09Structured multi-agent debate in the terminal
OpenAcme89TypeScriptMIT2026-07Role-specialized agents that self-organize
Hivekeep69TypeScriptMIT2026-10Self-hosted team of persistent personal agents
auto-co51TypeScriptMIT2026-0614 agents run a company in a continuous loop

CLI Agent Harnesses

Tools that run, sandbox or coordinate command-line coding agents such as Claude Code, Codex and Gemini CLI.

ProjectStarsLanguageLicenseUpdatedDescription
Atomic Agent3,230TypeScriptMIT2026-10Local-first CLI agent for open-weight models
Agent Teams2,254TypeScriptAGPL-3.02026-10Desktop app running coding-agent teams across CLIs
Bernstein1,209PythonApache-2.02026-10Deterministic orchestrator for 40+ CLI agents
h5i703RustApache-2.02026-10Runs agents in sandboxes, merges the verified result
SwarmClaw689TypeScriptMIT2026-06Self-hosted runtime for multi-agent CLI work
Dorothy350TypeScriptMIT2026-07Desktop app to run several CLI agents at once
ClawFleet174GoMIT2026-04Deploys isolated agent instances via Docker
OpenPaw173TypeScriptMIT2026-05Turns Claude Code into an assistant with 38 skills
ORCH171TypeScriptMIT2026-08One CLI to manage a team of agents on tasks
OpenHermit87TypeScriptMIT2026-10Deploys agent fleets as long-running services
5dive68ShellMIT2026-10Run a company of named agents on your own server
Agon54PythonMIT2026-10Claude Code plugin for autonomous research loops
TeamHero38JavaScriptMIT2026-04Manage agents like a team, with structured roles
OpenSepia35PythonMIT2026-03Nine Claude agents running as an agile team

Low-Code & Visual Builders

ProjectStarsLanguageLicenseUpdatedDescription
Dify158,105TypeScriptOther2026-10Visual orchestration for LLM apps and agents
Kiln AI5,185PythonOther2026-10Desktop app for evals, RAG and fine-tuning
Heym1,161PythonOther2026-10Visual builder for agentic workflow automation

Retrieval & Data

ProjectStarsLanguageLicenseUpdatedDescription
LlamaIndex52,462PythonMIT2026-10Connects LLMs to 160+ data sources
Haystack26,715PythonApache-2.02026-10Composable pipelines for search and RAG

Memory & Context

ProjectStarsLanguageLicenseUpdatedDescription
Hindsight48,141PythonMIT2026-10Agent memory with retain, recall and reflect
Caura498PythonApache-2.02026-10Governed shared memory for fleets of agents
AnimaWorks266PythonApache-2.02026-10Organization-as-code with brain-inspired memory
OMEGA222PythonApache-2.02026-10Persistent memory for coding agents over MCP
Inite Brain41TypeScriptAGPL-3.02026-10Bitemporal knowledge graph as agent memory
Perseus————Resolves verified workspace state before a call

Agent Infrastructure

ProjectStarsLanguageLicenseUpdatedDescription
Mem066,962PythonApache-2.02026-10Memory layer that persists across agent sessions
AgentField2,610GoApache-2.02026-10Agent identity and RPC using W3C DIDs
openma315TypeScriptApache-2.02026-10Self-hosted Managed Agents API implementation

Safety, Security & Evaluation

ProjectStarsLanguageLicenseUpdatedDescription
Agentic Radar1,056PythonApache-2.02025-11Scans agent workflows for CVE and OWASP issues
Cordum509GoOther2026-10Evaluates policy before an agent action dispatches
Greywall309GoApache-2.02026-08Deny-by-default sandbox for coding agents
Kitaru305PythonApache-2.02026-10Record, replay and improve agents in production
RapidFire AI170JavaScriptApache-2.02026-10Experiment harness for RAG and fine-tuning runs
APort Guardrails28ShellOther2026-10Pre-action authorization policy for agent calls

Domain-Specific Agents

ProjectStarsLanguageLicenseUpdatedDescription
DeepAnalyze4,678PythonMIT2026-09Autonomous data science without fixed workflows
Darkmoon1,016PythonGPL-3.02026-10Autonomous pentesting across web, cloud and AD
RAI600PythonApache-2.02026-09Agent framework for robotics, built on ROS 2
CleverBee302PythonAGPL-3.02026-01Deep research agent that browses with Playwright
text2sql-framework160PythonMIT2026-08Text-to-SQL agent that explores schema, not RAG
GenoMAS135PythonMIT2026-04Multi-agent pipeline for genomics data analysis
wechat-mac-rpa120PythonMIT2026-10Visual agent automating WeChat on macOS
DNA Claude Analysis58PythonMIT2026-03Explore your genome in natural language
everyrow57PythonMIT2026-10Run LLM agents over pandas DataFrames
Inalpha44PythonAGPL-3.02026-10Quant agents that pick factors that still work
Omni-Rewriter————Prompt expansion for image and video generation

Research & Experimental

ProjectStarsLanguageLicenseUpdatedDescription
EvoAgentX3,370PythonOther2026-08Agent workflows that evolve and self-optimize
AgentFlow2,058PythonMIT2026-02Trainable multi-agent system using Flow-GRPO
Cache-to-Cache717PythonApache-2.02026-10Agents exchange meaning directly via KV-cache
AgentSquare233HTML—2025-11Automatic search over modular agent designs
GNAP86—MIT2026-03Git-native protocol draft for agent coordination
agent-opt75PythonApache-2.02026-06 (archived)Optimizes prompts and agent workflows
AVP29PythonApache-2.02026-04Transfers KV-cache between agents, not text

Autonomous Agents (2023 wave)

The 2023 autonomous-agent wave. Listed for their influence; several are no longer actively developed.

ProjectStarsLanguageLicenseUpdatedDescription
AutoGPT187,515PythonOther2026-10The original autonomous GPT-4 agent loop
OpenManus58,610PythonMIT2026-09General-purpose agent, no invite code needed
BabyAGI22,357Python—2026-01Minimal task-driven autonomous agent loop
XAgent8,551PythonApache-2.02026-07Autonomous agent with planning and tool learning

Inactive

Archived, or no push in over 12 months. Kept because they are widely referenced and readers benefit from knowing their status.

ProjectStarsLanguageLicenseUpdatedDescription
Flowise55,492TypeScriptOther2026-08 (archived)Drag-and-drop builder for LLM flows
SuperAGI17,700PythonMIT2025-01Autonomous agent platform with a tool framework
OpenAgents (XLang)4,865PythonApache-2.02024-11Platform for data, web and coding agents
Agent Protocol1,458PythonMIT2025-04Standard interface for agent interoperability
AI Legion1,437TypeScriptMIT2025-05TypeScript swarm of autonomous agents

License

CC0 1.0 Universal — to the extent possible under law, the contributors have waived all copyright and related rights to this work.

agents
langchain
llm

Significant stargazers

Minsoo Cheong

43 followers · starred May 2025

YWMditto

32 followers · starred Aug 2024

Russell Dempsey

131 followers · starred Mar 2026

lpalbou

21 followers · starred Jul 2025

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