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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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mem0ai/mem0
Universal memory layer for AI Agents
AI dev
GitHub topics
- Updated
- 2026-07-16
- Lists
- 8 list mentions
- First commit
- 2023-06-20
- License
- Apache-2.0
- Issues
- 627 open
61,015
stars
- Forks
- 7,101
- Commits
- 2,488 commits
- Star growth, last 7 days
- +432 +0.7%
- Commit velocity, last 7 days
- +9 +0.4%
rohitg00/agentmemory
#1 Persistent memory for AI coding agents based on real-world benchmarks
AI dev
Stack
GitHub topics
- Updated
- 2026-07-13
- Lists
- 4 list mentions
- First commit
- 2026-02-25
- License
- Apache-2.0
- Issues
- 384 open
25,149
stars
- Forks
- 2,079
- Commits
- 463 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
google/adk-python
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
AI dev
GitHub topics
- Updated
- 2026-07-15
- Lists
- 3 list mentions
- First commit
- 2025-04-02
- License
- Apache-2.0
- Issues
- 650 open
20,613
stars
- Forks
- 3,694
- Commits
- 3,302 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
pydantic/pydantic-ai
AI Agent Framework, the Pydantic way
AI dev
- Updated
- 2026-07-17
- Lists
- 6 list mentions
- First commit
- 2024-06-14
- License
- MIT
- Issues
- 491 open
18,598
stars
- Forks
- 2,376
- Commits
- 2,440 commits
- Star growth, last 7 days
- +220 +1.2%
- Commit velocity, last 7 days
- +51 +2.1%
emcie-co/parlant
Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.
AI dev
GitHub topics
- Updated
- 2026-06-30
- Lists
- 3 list mentions
- First commit
- 2024-02-15
- License
- Apache-2.0
- Issues
- 41 open
18,160
stars
- Forks
- 1,533
- Commits
- 5,484 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
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
tensorzero/tensorzero
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.
Archived
AI dev
GitHub topics
- Updated
- 2026-06-11
- Lists
- 4 list mentions
- First commit
- 2024-07-16
- License
- Apache-2.0
- Issues
- Disabled
11,695
stars
- Forks
- 948
- Commits
- 4,100 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
strands-agents/sdk-python
A model-driven approach to building AI agents in just a few lines of code.
AI dev
Stack
GitHub topics
- Updated
- 2026-05-25
- Lists
- 4 list mentions
- First commit
- Unknown
- License
- Apache-2.0
- Issues
- 504 open
5,932
stars
- Forks
- 848
- Commits
- 703 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
embabel/embabel-agent
Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/
AI dev
Stack
GitHub topics
- Updated
- 2026-07-14
- Lists
- 1 list mention
- First commit
- 2025-03-28
- License
- Apache-2.0
- Issues
- 46 open
3,750
stars
- Forks
- 363
- Commits
- 2,736 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
openlit/openlit
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.
AI dev
Stack
- Updated
- 2026-07-16
- Lists
- 3 list mentions
- First commit
- 2024-01-23
- License
- Apache-2.0
- Issues
- 51 open
2,609
stars
- Forks
- 327
- Commits
- 908 commits
- Star growth, last 7 days
- +22 +0.9%
- Commit velocity, last 7 days
- +23 +2.6%