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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

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List stars: 1,470
README repos: 311
Indexed repos: 305
List commits: 34
Forks: 141
Open issues: 37

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Latest scan 2026-07-17 10:49

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12 repos matching these filters.

Framework: streamlit

Latest repo push 2026-07-17

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microsoft/autogen

A programming framework for agentic AI

AI dev

Stack

Python ASP.NET Core FastAPI LlamaIndex pytest .NET SDK PEP 517 pip

GitHub topics

#agentic #agentic-agi #agents #ai #autogen #autogen-ecosystem

Updated: 2026-04-15
Lists: 9 list mentions
First commit: 2020-12-04
License: CC-BY-4.0
Issues: 954 open

59,762

stars

Forks: 8,997
Commits: 3,782 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

Aider-AI/aider

aider is AI pair programming in your terminal

AI dev

Stack

Python FastAPI pytest Starlette Streamlit Bundler PEP 517 pip

GitHub topics

#anthropic #chatgpt #claude-3 #cli #command-line #gemini

Updated: 2026-05-22
Lists: 8 list mentions
First commit: 2023-04-04
License: Apache-2.0
Issues: 1,749 open

47,452

stars

Forks: 4,741
Commits: 13,138 commits
Star growth, last 7 days: +178 +0.4%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

camel-ai/camel

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

AI dev

Stack

Python FastAPI Flask Gradio pytest npm pip uv

GitHub topics

#agent #ai-societies #artificial-intelligence #communicative-ai #cooperative-ai #deep-learning

Updated: 2026-07-14
Lists: 3 list mentions
First commit: 2023-03-17
License: Apache-2.0
Issues: 459 open

17,389

stars

Forks: 2,000
Commits: 2,260 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

awslabs/mcp

Open source MCP Servers for AWS

AI dev

Stack

Python FastAPI pytest React Starlette npm PEP 517 uv

GitHub topics

#aws #mcp #mcp-client #mcp-clients #mcp-host #mcp-server

Updated: 2026-07-16
Lists: 2 list mentions
First commit: 2025-03-21
License: Apache-2.0
Issues: 823 open

9,452

stars

Forks: 1,645
Commits: 1,665 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

2FastLabs/agent-squad

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

AI dev

Stack

Python Astro FastAPI React Streamlit npm PEP 517 pip

GitHub topics

#agentic-ai #agents #ai-agents #ai-agents-framework #anthropic #anthropic-claude

Updated: 2026-07-01
Lists: 3 list mentions
First commit: 2024-07-23
License: Apache-2.0
Issues: 60 open

7,677

stars

Forks: 724
Commits: 1,211 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Agenta-AI/agenta

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

AI dev

Stack

TypeScript Express FastAPI LangChain LlamaIndex npm PEP 517 pip

GitHub topics

#agents #evaluation #llm-as-a-judge #llm-evaluation #llm-framework #llm-monitoring

Updated: 2026-07-17
Lists: 5 list mentions
First commit: 2023-04-27
License: NOASSERTION
Issues: 219 open

4,298

stars

Forks: 572
Commits: 23,094 commits
Star growth, last 7 days: +15 +0.4%
Commit velocity, last 7 days: +1,629 +7.6%

Website GitHub

truera/trulens

Evaluation and Tracking for LLM Experiments and AI Agents

AI dev

Stack

Python FastAPI Jupyter LangChain LlamaIndex npm PEP 517 pip

GitHub topics

#agent-evaluation #agentops #ai-agents #ai-monitoring #ai-observability #evals

Updated: 2026-07-11
Lists: 2 list mentions
First commit: 2020-11-13
License: MIT
Issues: 110 open

3,438

stars

Forks: 311
Commits: 1,755 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

langwatch/langwatch

The platform for LLM evaluations and AI agent testing

AI dev

Stack

TypeScript Express FastAPI gRPC Go Jupyter Go modules npm pnpm

GitHub topics

#ai #analytics #datasets #dspy #evaluation #gpt

Updated: 2026-07-15
Lists: 4 list mentions
First commit: 2023-09-09
License: Apache-2.0
Issues: 615 open

3,365

stars

Forks: 331
Commits: 5,664 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

awslabs/agentcore-samples

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

AI dev

Stack

Python Express FastAPI Jupyter LangChain Maven npm PEP 517

GitHub topics

#agent #agentic-ai #agents #authentication #bedrock #core

Updated: 2026-07-14
Lists: 2 list mentions
First commit: 2025-07-16
License: Apache-2.0
Issues: 414 open

3,190

stars

Forks: 1,235
Commits: 613 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

harbor-framework/terminal-bench

A benchmark for LLMs on complicated tasks in the terminal

AI dev

Stack

Python FastAPI pytest React React Native Cargo PEP 517 pip

Updated: 2026-07-11
Lists: 2 list mentions
First commit: 2025-01-17
License: Apache-2.0
Issues: 318 open

2,450

stars

Forks: 557
Commits: 904 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

JudgmentLabs/judgeval

The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.

Stack

Python FastAPI pytest Starlette Streamlit uv

GitHub topics

#agent #agentic-ai #agents #grpo #langchain #langgraph

Updated: 2026-07-13
Lists: 1 list mention
First commit: 2024-10-25
License: Apache-2.0
Issues: 18 open

1,040

stars

Forks: 93
Commits: 1,765 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

awslabs/agent-evaluation

A generative AI-powered framework for testing virtual agents.

Stack

Python pytest Streamlit Tornado PEP 517 pip

Updated: 2025-12-15
Lists: 1 list mention
First commit: 2024-03-19
License: Apache-2.0
Issues: 23 open

369

stars

Forks: 51
Commits: 276 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

Activity

Default branch: main
Last pushed: 2026-06-21
GitHub updated: 2026-07-17
Created: 2026-03-30
First commit: -
Last scanned: 2026-07-17 10:49
Watchers: 5

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Repo stars: 6,782,915
Repo forks: 963,631
Active: 303
Archived: 2

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Python (138) TypeScript (84) Rust (26) Go (23) JavaScript (11) Shell (5) C# (4) HTML (3) Java (3) Swift (2) Elixir (1) Kotlin (1)

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