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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
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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
- 1,064 open
60,903
stars
- Forks
- 9,203
- Commits
- 3,782 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
mlflow/mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 5 list mentions
- First commit
- 2018-06-05
- License
- Apache-2.0
- Issues
- 2,184 open
28,404
stars
- Forks
- 6,456
- Commits
- 13,909 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
- 2026-10-16
- Lists
- 11 list mentions
- First commit
- 2024-09-02
- License
- Apache-2.0
- Issues
- 189 open
22,644
stars
- Forks
- 1,864
- Commits
- 7,548 commits
- Star growth, last 7 days
- +29 +0.1%
- Commit velocity, last 7 days
- +22 +0.3%
confident-ai/deepeval
The LLM Evaluation Framework
- Updated
- 2026-10-15
- Lists
- 6 list mentions
- First commit
- 2023-08-10
- License
- Apache-2.0
- Issues
- 735 open
18,896
stars
- Forks
- 2,077
- Commits
- 10,406 commits
- Star growth, last 7 days
- +120 +0.6%
- Commit velocity, last 7 days
- +40 +0.4%
googleapis/mcp-toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
AI dev
GitHub topics
- Updated
- 2026-10-08
- Lists
- 3 list mentions
- First commit
- 2024-06-07
- License
- Apache-2.0
- Issues
- 372 open
16,626
stars
- Forks
- 1,754
- Commits
- 2,325 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
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
- 2 list mentions
- First commit
- 2024-09-27
- License
- Apache-2.0
- Issues
- 35 open
16,160
stars
- Forks
- 3,569
- Commits
- 1,095 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
- 3 list mentions
- First commit
- 2023-05-08
- License
- Apache-2.0
- Issues
- 598 open
15,694
stars
- Forks
- 1,691
- Commits
- 1,147 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
Arize-ai/phoenix
AI Observability & Evaluation
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 7 list mentions
- First commit
- 2022-11-09
- License
- NOASSERTION
- Issues
- 1,156 open
11,870
stars
- Forks
- 1,208
- Commits
- 10,314 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
traceloop/openllmetry
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
AI dev
- Updated
- 2026-10-13
- Lists
- 5 list mentions
- First commit
- 2023-09-02
- License
- Apache-2.0
- Issues
- 788 open
7,502
stars
- Forks
- 1,159
- Commits
- 1,433 commits
- Star growth, last 7 days
- +21 +0.3%
- Commit velocity, last 7 days
- +5 +0.4%
agiresearch/AIOS
AIOS: AI Agent Operating System
- Updated
- 2026-07-20
- Lists
- 1 list mention
- First commit
- 2024-01-15
- License
- NOASSERTION
- Issues
- 65 open
6,420
stars
- Forks
- 917
- Commits
- 859 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
- 5 list mentions
- First commit
- 2023-08-15
- License
- MIT
- Issues
- 192 open
5,893
stars
- Forks
- 643
- Commits
- 811 commits
- Star growth, last 7 days
- +9 +0.2%
- Commit velocity, last 7 days
- 0 0.0%
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%
truera/trulens
Evaluation and Tracking for LLM Experiments and AI Agents
AI dev
GitHub topics
- Updated
- 2026-09-09
- Lists
- 3 list mentions
- First commit
- 2020-11-13
- License
- MIT
- Issues
- 62 open
3,544
stars
- Forks
- 337
- Commits
- 1,866 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
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
3,455
stars
- Forks
- 281
- Commits
- 879 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
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
- 2026-09-05
- Lists
- 2 list mentions
- First commit
- 2025-07-16
- License
- Apache-2.0
- Issues
- 429 open
3,337
stars
- Forks
- 1,317
- Commits
- 687 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history