Back to Topics Directory
Topic Hub

#llm-agents (30 Repositories)

Ranked open-source repositories tagged with #llm-agents, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

32.4%

Avg Review Latency

25.9h

Filter by language

30 repositories tagged #llm-agents

B TierPython 144 2 GFIs

oliver-zehentleitner/keep-the-why

Keep the Why: a repo-native convention and agent skill that preserves the reasoning behind a codebase as a byproduct of working with your agent — so it stops re-suggesting rejected approaches, gives better answers, speeds up onboarding, and makes legacy projects tractable again.

98.8%
Merge Rate
2d
First Review
100%
1st-Timers
0
Maintainers
B TierPython 159

azalio/map-framework

Plan-then-build AI coding for Claude Code & Codex CLI — you approve the plan before the model writes a line of code. SPEC → PLAN → TEST → CODE → REVIEW → LEARN

92.9%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
S TierRust 145

arcee-ai/nac

Give AI agents ambitious work without losing the plot. nac is an open-source harness for long-running tasks, using a central orchestrator, threads, and structured episodes to stay aligned with your intent.

82.3%
Merge Rate
5h
First Review
60%
1st-Timers
10
Maintainers
B TierPython 116

openlegion-ai/openlegion

Secure autonomous AI agent framework and platform. Build AI teams by describing what you want. Orchestrate agents that can do everything a human can do.

100.0%
Merge Rate
6h
First Review
100%
1st-Timers
0
Maintainers
A TierTypeScript 3.5k

strukto-ai/mirage

The World's First Unified Virtual Filesystem For AI Agents

91.5%
Merge Rate
14h
First Review
64%
1st-Timers
17
Maintainers
A TierPython 917

Human-Agent-Society/CORAL

Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.

87.5%
Merge Rate
8d
First Review
89%
1st-Timers
7
Maintainers
B TierPython 249

KimGLee/Cambium

Governance standard and reference toolset for LLM-maintained knowledge corpora

78.8%
Merge Rate
2d
First Review
33%
1st-Timers
1
Maintainers
B TierRuby 136 3 GFIs

r-uby-dev/llm

cruby's capable AI runtime

75.0%
Merge Rate
23h
First Review
100%
1st-Timers
1
Maintainers
B TierPython 2.2k 1 GFIs

IBM/AssetOpsBench

AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

67.7%
Merge Rate
1d
First Review
45%
1st-Timers
15
Maintainers
B TierPython 47.5k 3 GFIs

HKUDS/nanobot

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

47.7%
Merge Rate
2d
First Review
32%
1st-Timers
58
Maintainers
B TierPython 6.3k

WenyuChiou/awesome-agentic-ai-zh

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

41.4%
Merge Rate
1d
First Review
40%
1st-Timers
2
Maintainers
B TierSwift 112

a-streetcoder/agent-deck

Agent Deck

70.6%
Merge Rate
13d
First Review
100%
1st-Timers
1
Maintainers
B TierTypeScript 1.8k

stripe/ai

One-stop shop for building AI-powered products and businesses with Stripe.

17.6%
Merge Rate
1d
First Review
33%
1st-Timers
9
Maintainers
B TierPython 14.0k

aiming-lab/AutoResearchClaw

Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞

20.0%
Merge Rate
<1h
First Review
0%
1st-Timers
2
Maintainers
D TierPython 406

alexisfox7/PRO-LONG

Programmatic memory for long-horizon LLM agents: the harness appends everything to one log, and the agent searches it with code. 97.4% on ARC-AGI-3 (arXiv:2607.20064)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 607

maze-agent/Maze

A distributed framework for LLM agents

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
2
Maintainers
D TierPython 106

yzhao062/awesome-auditable-ai

Auditing AI agents: a curated list of papers, tools, datasets, benchmarks, and standards covering reliability, monitoring, failure attribution, and decision records.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 740

A-EVO-Lab/a-evolve

The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 209

svd-ai-lab/sim-cli

CLI-first runtime for Codex, Claude Code, and AI agents to operate CAE solvers via plugins: COMSOL, Abaqus, Ansys.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 148

OpenRaiser/PaperFlow

📚 PaperFlow: Dynamic personalized scientific-paper recommendation, reading, and reporting

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 154

Text2SqlAgent/text2sql-framework

Agentic text-to-SQL SDK: hand the LLM one execute_sql tool and let it explore the schema, test queries, and self-correct — no RAG, no semantic layer. 20/20 on an 80-table Spider run. Built-in tracing and scenario support.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 126

smileformylove/XScientist

Turn ideas into autonomous research with Git-like evidence histories—inspectable, reproducible, and reversible.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.5k

TIGER-AI-Lab/TheoremExplainAgent

Official Repo for "TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding" [ACL 2025 oral]

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.5k

stanford-iris-lab/meta-harness

Reference code for the Meta-Harness paper.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 5.0k

camel-ai/oasis

🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 197

EverMind-AI/SkillCorpus

Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 185

Birfy/agentdescent

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses). Diffs are the gradients; the aggregator is the optimizer.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 2.8k

mll-lab-nu/RAGEN

Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJavaScript 2.0k

vonzosten/awesome-LangGraph

An index of the LangChain + LangGraph ecosystem: concepts, projects, tools, templates, and guides for LLM & multi-agent apps.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 770

Purewhiter/mobilegym

MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research · 浏览器里运行的安卓模拟器 · Browser-hosted Android Simulator · Verifiable Evaluation · Scalable Online RL Training (EMNLP 2026)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Llm-agents Open Source Repositories & C-Rank™ | GetMerged