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#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

69.5%

Avg Review Latency

58.6h

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30 repositories tagged #llm-agents

S TierTypeScript 253

Continuum-AI-Corp/OrcaReplay

OrcaReplay — Time travel for AI agents. Record, replay, fork, and debug any agent run with any model. Built by the OrcaRouter.ai team.

81.5%
Merge Rate
5h
First Review
100%
1st-Timers
5
Maintainers
A TierTypeScript 3.7k

strukto-ai/mirage

The World's First Virtual Terminal for AI Agents

84.7%
Merge Rate
12h
First Review
67%
1st-Timers
10
Maintainers
A TierTypeScript 507

0sec-labs/0

The multiplayer AI offensive security OS - open, self-improving, extensible. Find, verify, and fix vulnerabilities.

94.6%
Merge Rate
<1h
First Review
60%
1st-Timers
1
Maintainers
A TierPython 2.3k 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.

60.8%
Merge Rate
1d
First Review
63%
1st-Timers
5
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.

83.3%
Merge Rate
-
First Review
56%
1st-Timers
5
Maintainers
B TierPython 219 3 GFIs

roy-tong/AgentMeasure

Independent verification of AI support bills: applicable terms, invoice and business records, with reviewable findings. Open-source conformance for agent telemetry — PASS / FAIL / UNPROVABLE in CI.

85.7%
Merge Rate
11h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 49.0k 2 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

56.0%
Merge Rate
-
First Review
45%
1st-Timers
57
Maintainers
A TierRust 283

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.

75.0%
Merge Rate
-
First Review
50%
1st-Timers
12
Maintainers
A TierPython 156

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

86.7%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A 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.

81.0%
Merge Rate
1d
First Review
100%
1st-Timers
5
Maintainers
A TierPython 188

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.

83.9%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierPython 7.4k

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。

69.1%
Merge Rate
12h
First Review
50%
1st-Timers
5
Maintainers
A 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.

98.1%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierJavaScript 193

valentynkit/awesome-jev-typesafe

Typed decisions with TypeSafe's Jev, the first System One model

88.7%
Merge Rate
5h
First Review
83%
1st-Timers
2
Maintainers
A TierPython 118

hanyeol/model-compose

Declarative AI pipelines in one YAML file. Tokens, audio chunks, and video frames flow between isolated components. Compose 100+ components for models, agents, speech, vision, and live broadcast. Run local models, cloud APIs, or both. Inspired by docker-compose.

66.7%
Merge Rate
9h
First Review
40%
1st-Timers
1
Maintainers
A TierRust 557

huggingface/funes

Durable, searchable memory of your past agent sessions.

59.4%
Merge Rate
-
First Review
50%
1st-Timers
6
Maintainers
A 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 TierPython 648

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.

88.9%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B 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)

84.6%
Merge Rate
18h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 490

KimGLee/Cambium

Governance standard and reference toolset for LLM-maintained knowledge corpora

75.4%
Merge Rate
2d
First Review
33%
1st-Timers
1
Maintainers
B TierPython 3.0k 13 GFIs

samugit83/redamon

Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your own agent.

60.8%
Merge Rate
6d
First Review
40%
1st-Timers
4
Maintainers
A TierPython 227

oliver-zehentleitner/keep-the-why

The why layer of repo-native project memory: the reasoning behind a codebase as Markdown in the repo, versioned by Git, for coding agents and humans, so nothing rejected is proposed twice. No database, no daemon, no account.

63.9%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierTypeScript 660

mario-andreschak/FLUJO

Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React

31.5%
Merge Rate
2h
First Review
0%
1st-Timers
3
Maintainers
B TierTypeScript 101

1173591564/Dynamics-memory

LLM agent 的有界自纠错长期记忆层:把连续、含矛盾的项目交互日志蒸馏成有界、可自更新的记忆库。Bounded, self-correcting long-term memory for LLM agents — candidate pool + value dynamics + tension adjudication + causal-replay evals.

80.0%
Merge Rate
2h
First Review
100%
1st-Timers
0
Maintainers
B TierGo 498 1 GFIs

cordum-io/cordum

The action firewall for AI agents. Enforce policy and human approval before risky tool calls, shell commands, workflows, and production changes, with auditable evidence.

78.9%
Merge Rate
13h
First Review
50%
1st-Timers
1
Maintainers
B 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.

88.9%
Merge Rate
57d
First Review
100%
1st-Timers
1
Maintainers
B TierPython 255

scaleapi/agentenv-framework

Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.

11.1%
Merge Rate
-
First Review
0%
1st-Timers
6
Maintainers
B TierTypeScript 156

longsurf-ai/openchart

OSS trading workspace with agents

33.3%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierRuby 136 2 GFIs

r-uby-dev/llm

cruby's capable AI runtime

11.1%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
B TierPython 180

mikamikasuki/FOREST

FOREST is a research agent for long-horizon science, where evidence gets lost, errors compound, and goals drift. It explores ideas, reads literature, forms hypotheses, runs real experiments, analyzes results, revises paths, and builds a full paper—all in an editable graph you can inspect, branch, redirect, with claims and figures linked to evidence

20.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
Best Llm-agents Open Source Repositories & C-Rank™ | GetMerged