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Awesome Agent Harness
An awesome list of Agent Harness engineering resources, including GitHub projects, tools, benchmarks, and practical guides.
Picrew/awesome-agent-harness
#agent-harness
#context-engineering
#harness-engineering
- List stars
- 1,862
- README repos
- 341
- Indexed repos
- 341
- List commits
- 34
- Forks
- 223
- Open issues
- 89
Tracked list growth
GitHub stars and default-branch commits for Picrew/awesome-agent-harness.
Latest scan 2026-10-17 10:49
Likes history
GitHub starsCommits history
Default branch commits
Latest repo push 2026-10-17
bytedance/deer-flow
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 8 list mentions
- First commit
- 2025-04-07
- License
- MIT
- Issues
- 934 open
83,925
stars
- Forks
- 11,699
- Commits
- 4,173 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
ruvnet/ruflo
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 4 list mentions
- First commit
- 2025-06-02
- License
- MIT
- Issues
- 1,071 open
75,693
stars
- Forks
- 8,969
- Commits
- 9,598 commits
- Star growth, last 7 days
- +1,394 +1.9%
- Commit velocity, last 7 days
- +486 +5.3%
zhayujie/CowAgent
Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install.
GitHub topics
- Updated
- 2026-10-12
- Lists
- 4 list mentions
- First commit
- 2022-08-09
- License
- MIT
- Issues
- 19 open
47,352
stars
- Forks
- 10,383
- Commits
- 3,959 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
alibaba/open-code-review
Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
AI dev
Stack
- Updated
- 2026-09-22
- Lists
- 8 list mentions
- First commit
- 2026-05-18
- License
- Apache-2.0
- Issues
- 224 open
39,289
stars
- Forks
- 2,808
- Commits
- 758 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
openai/openai-agents-python
A lightweight, powerful framework for multi-agent workflows
AI dev
- Updated
- 2026-10-15
- Lists
- 6 list mentions
- First commit
- 2025-03-11
- License
- MIT
- Issues
- 7 open
30,065
stars
- Forks
- 4,905
- Commits
- 2,508 commits
- Star growth, last 7 days
- +23 +0.1%
- Commit velocity, last 7 days
- 0 0.0%
langchain-ai/deepagents
The batteries-included agent harness.
AI dev
GitHub topics
- Updated
- 2026-09-09
- Lists
- 5 list mentions
- First commit
- 2025-07-27
- License
- MIT
- Issues
- 181 open
29,168
stars
- Forks
- 4,095
- Commits
- 3,715 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
rohitg00/agentmemory
#1 Persistent memory for AI coding agents based on real-world benchmarks
AI dev
Stack
GitHub topics
- Updated
- 2026-09-07
- Lists
- 5 list mentions
- First commit
- 2026-02-25
- License
- Apache-2.0
- Issues
- 578 open
28,137
stars
- Forks
- 2,439
- Commits
- 482 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
pydantic/pydantic-ai
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 7 list mentions
- First commit
- 2024-06-14
- License
- MIT
- Issues
- 1,454 open
20,650
stars
- Forks
- 2,927
- Commits
- 4,201 commits
- Star growth, last 7 days
- +28 +0.1%
- Commit velocity, last 7 days
- +48 +1.2%
walkinglabs/learn-harness-engineering
Harness engineering beginner tutorial, from 0 to 1
AI dev
GitHub topics
- Updated
- 2026-10-01
- Lists
- 2 list mentions
- First commit
- 2026-03-29
- License
- MIT
- Issues
- 14 open
- Forks
- 2,165
- Commits
- 265 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
yc-software/qm
Multiplayer agent harness for work.
AI dev
Stack
GitHub topics
- Updated
- 2026-09-17
- Lists
- 4 list mentions
- First commit
- 2026-07-29
- License
- MIT
- Issues
- 509 open
15,111
stars
- Forks
- 1,845
- Commits
- 493 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
NevaMind-AI/memU
Personal memory across agents
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 2 list mentions
- First commit
- 2025-08-08
- License
- NOASSERTION
- Issues
- 133 open
14,549
stars
- Forks
- 1,092
- Commits
- 468 commits
- Star growth, last 7 days
- +26 +0.2%
- Commit velocity, last 7 days
- +8 +1.7%
mindfold-ai/Trellis
The best agent harness.
AI dev
Stack
GitHub topics
- Updated
- 2026-08-27
- Lists
- 2 list mentions
- First commit
- 2026-01-26
- License
- AGPL-3.0
- Issues
- 52 open
14,520
stars
- Forks
- 813
- Commits
- 1,358 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
aden-hive/hive
Multi-Agent Harness for Production AI
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 5 list mentions
- First commit
- 2026-01-14
- License
- Apache-2.0
- Issues
- 1,358 open
11,107
stars
- Forks
- 5,654
- Commits
- 3,437 commits
- Star growth, last 7 days
- +13 +0.1%
- Commit velocity, last 7 days
- +59 +1.7%
revfactory/harness
A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use.
Stack
GitHub topics
- Updated
- 2026-07-24
- Lists
- 3 list mentions
- First commit
- 2026-03-26
- License
- Apache-2.0
- Issues
- 28 open
8,926
stars
- Forks
- 1,258
- Commits
- 45 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
strands-agents/harness-sdk
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 6 list mentions
- First commit
- 2025-05-16
- License
- Apache-2.0
- Issues
- 1,006 open
8,843
stars
- Forks
- 1,383
- Commits
- 2,987 commits
- Star growth, last 7 days
- +81 +0.9%
- Commit velocity, last 7 days
- +67 +2.3%
chaitanyagiri/munder-difflin
A local multi-agent harness that works with your existing Claude Code, Codex subscriptions, allows you to run an office of agents
AI dev
Stack
GitHub topics
- Updated
- 2026-09-17
- Lists
- 2 list mentions
- First commit
- 2026-05-30
- License
- MIT
- Issues
- 188 open
7,616
stars
- Forks
- 996
- Commits
- 1,224 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
xerrors/Yuxi
可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
AI dev
GitHub topics
- Updated
- 2026-09-30
- Lists
- 2 list mentions
- First commit
- 2024-07-06
- License
- MIT
- Issues
- 87 open
7,326
stars
- Forks
- 1,174
- Commits
- 2,735 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
ModelEngine-Group/nexent
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.
AI dev
GitHub topics
- Updated
- 2026-09-10
- Lists
- 3 list mentions
- First commit
- 2025-04-28
- License
- MIT
- Issues
- 262 open
5,859
stars
- Forks
- 725
- Commits
- 5,745 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
Agenta-AI/agenta
Agenta is a workspace where you and your team build agents and automations.
AI dev
- Updated
- 2026-10-17
- Lists
- 6 list mentions
- First commit
- 2023-04-27
- License
- NOASSERTION
- Issues
- 381 open
4,841
stars
- Forks
- 699
- Commits
- 32,402 commits
- Star growth, last 7 days
- +14 +0.3%
- Commit velocity, last 7 days
- +372 +1.2%
Chorus-AIDLC/Chorus
The Agent Harness for AI-Human Collaboration, inspired by the AI-DLC (AI-Driven Development Lifecycle)
AI dev
GitHub topics
- Updated
- 2026-09-17
- Lists
- 1 list mention
- First commit
- 2026-02-04
- License
- AGPL-3.0
- Issues
- 20 open
1,172
stars
- Forks
- 105
- Commits
- 922 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
Onelevenvy/flock
A desktop multi-agent harness built with Rust, Tauri, and React, powered by langgraph-rust.
AI dev
- Updated
- 2026-07-07
- Lists
- 1 list mention
- First commit
- 2026-05-18
- License
- Apache-2.0
- Issues
- 2 open
1,117
stars
- Forks
- 146
- Commits
- 111 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
cuga-project/cuga-agent
CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.
AI dev
GitHub topics
- Updated
- 2026-09-18
- Lists
- 2 list mentions
- First commit
- 2025-09-11
- License
- NOASSERTION
- Issues
- 182 open
879
stars
- Forks
- 156
- Commits
- 480 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
claw-eval/claw-eval
Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.
- Updated
- 2026-09-06
- Lists
- 2 list mentions
- First commit
- 2026-03-17
- License
- MIT
- Issues
- 8 open
765
stars
- Forks
- 75
- Commits
- 52 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
manthanguptaa/water
The production-ready agent harness framework for Python
GitHub topics
- Updated
- 2026-03-24
- Lists
- 1 list mention
- First commit
- 2025-06-03
- License
- Apache-2.0
- Issues
- 7 open
337
stars
- Forks
- 40
- Commits
- 174 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
omnirexflora-labs/omnicoreagent
Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.
GitHub topics
- Updated
- 2026-09-22
- Lists
- 1 list mention
- First commit
- 2025-03-19
- License
- MIT
- Issues
- 4 open
- Forks
- 58
- Commits
- 1,007 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history