Topics / #llm-agent

LLM agent projects on GitHub

Singular variant of the LLM agents topic.

As of , the most-starred LLM agent projects on GitHub are autogen (61.5K stars), ChatTTS (39.9K stars) and next-ai-draw-io (36.3K stars). GitHub.Locker tracks 24 LLM agent repositories with 325.2K stars combined. The fastest-growing on October 17 was agentscope, with +50 stars in a day.

24Projects
325.2KStars in total
+238Stars in a day
Browse in the catalog →github.com/topics/llm-agent ↗

Hot right now

Most stars gained in a day · Oct 17

+50

agentscope

agentscope-ai/agentscope · ★ 33.4K

AgentScope 2.0 is a production-ready, easy-to-use Python framework for building and running LLM agents. It leans on the model's own reasoning and tool use instead of boxing it in with strict prompts and opinionated orchestration.

+39

distilly

titanwings/distilly · ★ 25.7K

Distilly turns a person's source material, working habits, judgment, and voice into a versioned Person Profile for AI agents — recalled during a run or installed as a long-lived Skill. Formerly known as Colleague Skill.

+24

next-ai-draw-io

DayuanJiang/next-ai-draw-io · ★ 36.3K

A Next.js web app that lets you create and edit draw.io diagrams by chatting with an AI in natural language, instead of manually dragging shapes.

+17

easy-stock

jundizhou/easy-stock · ★ 1.5K

easy-stock is an AI-native desktop research workbench for China's A-share market: it aggregates real-time quotes, sector/limit-up data and influencer commentary, then uses AI agents to produce stock analysis, portfolio inspections and after-market reviews for individual investors.

The all-time top

24 projects · by stars

  1. #1 · microsoft/autogen

    autogen

    AutoGen is a Microsoft framework for building multi-agent AI applications where agents can act autonomously or work alongside humans.

    61.5K
  2. #2 · 2noise/ChatTTS

    ChatTTS

    ChatTTS is an open-source text-to-speech model built for conversational speech — the natural-sounding voice layer for things like LLM assistants — speaking English and Chinese.

    39.9K
  3. #3 · DayuanJiang/next-ai-draw-io

    next-ai-draw-io

    A Next.js web app that lets you create and edit draw.io diagrams by chatting with an AI in natural language, instead of manually dragging shapes.

    36.3K
  1. 4

    agentscope

    33.4Kagentscope-ai/agentscope · Python

    AgentScope 2.0 is a production-ready, easy-to-use Python framework for building and running LLM agents. It leans on the model's own reasoning and tool use instead of boxing it in with strict prompts and opinionated orchestration.

  2. 5

    distilly

    25.7Ktitanwings/distilly · Python

    Distilly turns a person's source material, working habits, judgment, and voice into a versioned Person Profile for AI agents — recalled during a run or installed as a long-lived Skill. Formerly known as Colleague Skill.

  3. 6

    letta

    25.2Kletta-ai/letta

    Letta is a platform for building stateful AI agents with advanced memory that lets them learn and improve over time; it's the actively developed successor to MemGPT.

  4. 7

    DeepCode

    16.7KHKUDS/DeepCode · Python

    An open agentic coding platform from HKUDS: a multi-agent harness that turns natural language and even research papers into production-ready code, working directly in your repository.

  5. 8

    GenericAgent

    14.3Klsdefine/GenericAgent · Python

    GenericAgent (GA) is a minimal, self-evolving autonomous agent framework that gives any LLM system-level control over a local computer - browser, terminal, filesystem, keyboard/mouse, screen vision, and mobile via ADB. Instead of preloading skills, it crystallizes every solved task into a reusable 'Skill', growing a personal skill tree from a ~3K-line seed.

  6. 9

    PocketFlow-Tutorial-Codebase-Knowledge

    12.7KThe-Pocket/PocketFlow-Tutorial-Codebase-Knowledge · Python

    A tool that crawls a GitHub repository (or local directory), analyzes the codebase with an LLM to find core abstractions and how they interact, and turns that analysis into a beginner-friendly tutorial with visualizations.

  7. 10

    PocketFlow

    11.3KThe-Pocket/PocketFlow · Python

    Pocket Flow is a minimalist 100-line LLM framework built around a single Graph abstraction, letting you build agents, workflows, and RAG pipelines without heavy dependencies or vendor lock-in.

  8. 11

    harness-sdk

    8.9Kstrands-agents/harness-sdk · Python

    Strands Agents - an open-source SDK for building and running AI agents in Python and TypeScript, with a model-driven approach where a working agent takes just a few lines of code.

  9. 12

    evolver

    8.7KEvoMap/evolver · JavaScript

    Evolver is a self-evolution engine for AI agents. It reads an agent's runtime logs and signals, distills them into auditable, reusable evolution assets called Genes and Capsules, and emits a protocol-bound GEP prompt that guides the agent's next step.

  10. 13

    Raven

    5.5KEverMind-AI/Raven · Python

    Raven is an open-source, self-improving AI agent harness that runs long-running agent work from the terminal, with built-in long-term memory, skills, tracing, and evaluation. Its stated long-term direction ('Harness of Harnesses') is a multi-agent ecosystem that composes different harnesses together, but that part is not yet implemented in the current release.

  11. 14

    capsule-react

    5Kunicity-aos/capsule-react · Rust

    This is the ReAct loop coordinator for Astrid OS, part of the Unicity AOS project - a stateless state machine that drives the fetch-context, think, act, observe, repeat cycle that makes an agent behave like an agent.

  12. 15

    ai-agents-from-scratch

    4.9Kpguso/ai-agents-from-scratch · JavaScript

    A hands-on tutorial repo that teaches you to build AI agents from first principles using local LLMs via node-llama-cpp, with no frameworks involved, so you understand function calling, memory, and ReAct before using production frameworks.

  13. 16

    council-of-high-intelligence

    4.7K0xNyk/council-of-high-intelligence · Shell

    Council of High Intelligence runs structured multi-perspective deliberation on hard decisions by assigning a question to 18 distinct analytical personas (Aristotle, Socrates, Feynman, Linus Torvalds and others), forcing independent first positions, cross-examination, and a final verdict that preserves unresolved questions, dissent, kill criteria, and a concrete next step.

  14. 17

    dsh-anchored-standard

    3.8Kxiaobright/dsh-anchored-standard · JavaScript

    A set of experimental DeepSeek Harness (dsh) presets that anchor a session's reasoning trajectory on the official Minimal tool schema with no auto-injected context, then quietly promote to a small resident catalog that unlocks heavier Standard tools once the session is durable. It ships several variant modes (Zero-Anchored, Whoami, Prefab, Eternal Minimal, Wire Think-Execute, Combo Anchored) plus a reusable context-gate plugin for unified injection control.

  15. 18

    invisible_playwright_mcp

    2.8Kfeder-cr/invisible_playwright_mcp · Python

    This is dots, a Playwright MCP server that gives AI agents a real, patched Firefox browser so they can browse the web without being flagged by anti-bot systems or captchas.

  16. 19

    easy-stock

    1.5Kjundizhou/easy-stock · Go

    easy-stock is an AI-native desktop research workbench for China's A-share market: it aggregates real-time quotes, sector/limit-up data and influencer commentary, then uses AI agents to produce stock analysis, portfolio inspections and after-market reviews for individual investors.

  17. 20

    AntOmniEvo

    1.2Kant-research/AntOmniEvo · Python

    AntOmniEvo is an auto-evolution framework: you give it your system's tunable artifacts (skills, prompts, workflow configs, or code) plus a way to score them, and it runs a concurrent evolution loop where a coding-agent 'Proposer' rewrites those files to produce better-performing candidates.

  18. 21

    Procedura

    404SpatiaOS/Procedura · TypeScript

    Procedura is an agentic 3D modeling pipeline that turns a text prompt (and optionally a reference image) into an editable procedural program — a parametric script with named parts joined by typed mates — written by an LLM, with optional per-part PBR materials and articulation exported to OpenUSD/URDF.

  19. 22

    agent-jev

    389malevrigns/agent-jev · Python

    AgentJev-0.6B is a tiny 'System One' decision model for AI agent loops: you feed it unstructured state (diffs, traces, logs) plus structured boolean, choice, or score questions, and it returns calibrated probability distributions in one ~50ms forward pass without decoding any text.

  20. 23

    astra-quant-agent

    3810xethanq/astra-quant-agent · Python

    R20 Quantum Trading System is an autonomous crypto trading agent that uses a committee of multiple LLMs (Claude, GPT-4o, DeepSeek, Gemini, etc.) to analyze the market and propose trades, while a separate deterministic Python layer enforces hard risk rules and executes orders on OKX.

  21. 24

    pi-rust

    116bigfish1913/pi-rust · Rust

    rpi is a Rust-native, library-first coding-agent runtime with a terminal CLI (rpi) built on top of it — the same code runs as an embedded SDK inside your app, a ready-to-run terminal agent, or a plugin.

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