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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
- 1,470
- README repos
- 311
- Indexed repos
- 305
- List commits
- 34
- Forks
- 141
- Open issues
- 37
Tracked list growth
GitHub stars and default-branch commits for Picrew/awesome-agent-harness.
Latest scan 2026-07-17 10:49
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microsoft/autogen
A programming framework for agentic AI
AI dev
GitHub topics
- 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%
comet-ml/opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
AI dev
GitHub topics
- Updated
- 2026-07-17
- Lists
- 9 list mentions
- First commit
- 2024-09-02
- License
- Apache-2.0
- Issues
- 151 open
20,642
stars
- Forks
- 1,612
- Commits
- 6,432 commits
- Star growth, last 7 days
- +111 +0.5%
- Commit velocity, last 7 days
- +56 +0.9%
confident-ai/deepeval
The LLM Evaluation Framework
- Updated
- 2026-07-16
- Lists
- 5 list mentions
- First commit
- 2023-08-10
- License
- Apache-2.0
- Issues
- 364 open
16,904
stars
- Forks
- 1,668
- Commits
- 9,809 commits
- Star growth, last 7 days
- +141 +0.8%
- Commit velocity, last 7 days
- +6 +0.1%
raga-ai-hub/RagaAI-Catalyst
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
- Updated
- 2026-02-11
- Lists
- 1 list mention
- First commit
- 2024-09-27
- License
- Apache-2.0
- Issues
- 34 open
16,144
stars
- Forks
- 3,575
- Commits
- 1,095 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
googleapis/mcp-toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
AI dev
GitHub topics
- Updated
- 2026-07-07
- Lists
- 2 list mentions
- First commit
- 2024-06-07
- License
- Apache-2.0
- Issues
- 228 open
15,895
stars
- Forks
- 1,630
- Commits
- 2,062 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
vibrantlabsai/ragas
Supercharge Your LLM Application Evaluations 🚀
AI dev
GitHub topics
- Updated
- 2026-02-24
- Lists
- 2 list mentions
- First commit
- 2023-05-08
- License
- Apache-2.0
- Issues
- 501 open
14,845
stars
- Forks
- 1,564
- Commits
- 1,147 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
Arize-ai/phoenix
AI Observability & Evaluation
AI dev
GitHub topics
- Updated
- 2026-07-02
- Lists
- 5 list mentions
- First commit
- 2022-11-09
- License
- NOASSERTION
- Issues
- 613 open
10,369
stars
- Forks
- 952
- Commits
- 8,940 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
xerrors/Yuxi
结合知识库、知识图谱管理的 多租户 Agent Harness 平台。 An agent harness that integrates a LightRAG knowledge base and knowledge graphs. Build with LangChain + Vue + FastAPI, support DeepAgents、MinerU PDF、Neo4j 、MCP.
AI dev
- Updated
- 2026-07-08
- Lists
- 2 list mentions
- First commit
- 2024-07-06
- License
- MIT
- Issues
- 75 open
6,021
stars
- Forks
- 873
- Commits
- 2,279 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
agiresearch/AIOS
AIOS: AI Agent Operating System
- Updated
- 2026-06-22
- Lists
- 1 list mention
- First commit
- 2024-01-15
- License
- NOASSERTION
- Issues
- 58 open
6,013
stars
- Forks
- 846
- Commits
- 803 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
AgentOps-AI/agentops
Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI
GitHub topics
- Updated
- 2026-06-25
- Lists
- 4 list mentions
- First commit
- 2023-08-15
- License
- MIT
- Issues
- 172 open
5,714
stars
- Forks
- 609
- Commits
- 811 commits
- Star growth, last 7 days
- +18 +0.3%
- Commit velocity, last 7 days
- 0 0.0%
Agenta-AI/agenta
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
AI dev
- 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%
entropy-research/Devon
Devon: An open-source pair programmer
GitHub topics
- Updated
- 2025-05-26
- Lists
- 3 list mentions
- First commit
- 2024-03-15
- License
- AGPL-3.0
- Issues
- 26 open
3,450
stars
- Forks
- 282
- Commits
- 879 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
truera/trulens
Evaluation and Tracking for LLM Experiments and AI Agents
AI dev
GitHub topics
- 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%
awslabs/agentcore-samples
Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.
AI dev
GitHub topics
- 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%