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Awesome Harness Engineering
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
ai-boost/awesome-harness-engineering
#agent-harness
#agent-memory
#agent-orchestration
#ai-agent-harness
#ai-agents
#awesome-list
#context-engineering
#harness-engineering
#mcp
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- 3,975
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- 232
- Indexed repos
- 158
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- 108
- Forks
- 487
- Open issues
- 177
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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
- 2026-08-01
- Lists
- 2 list mentions
- First commit
- 2025-07-16
- License
- Apache-2.0
- Issues
- 402 open
3,237
stars
- Forks
- 1,259
- Commits
- 630 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
bradygaster/squad
Squad: AI agent teams for any project
AI dev
Stack
GitHub topics
- Updated
- 2026-09-03
- Lists
- 1 list mention
- First commit
- 2026-02-06
- License
- MIT
- Issues
- 126 open
3,150
stars
- Forks
- 488
- Commits
- 2,229 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
microsoft/skills
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
AI dev
- Updated
- 2026-09-02
- Lists
- 2 list mentions
- First commit
- 2026-01-16
- License
- MIT
- Issues
- 69 open
2,986
stars
- Forks
- 343
- Commits
- 724 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
Infisical/agent-vault
A HTTP credential proxy and vault for AI agents like Claude Code, OpenClaw, Hermes, custom agents + harnesses, and more.
AI dev
GitHub topics
- Updated
- 2026-08-23
- Lists
- 2 list mentions
- First commit
- 2026-03-27
- License
- NOASSERTION
- Issues
- 70 open
2,126
stars
- Forks
- 138
- Commits
- 295 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
future-agi/future-agi
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
- Updated
- 2026-08-01
- Lists
- 5 list mentions
- First commit
- 2026-04-23
- License
- Apache-2.0
- Issues
- 596 open
1,544
stars
- Forks
- 445
- Commits
- 3,574 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
dirac-run/dirac
Coding Agent singularly focused efficiency and context curation. Reduces API costs by 50-80% vs other agent AND improves the code quality at the same time. Uses Hash Anchored edits, massively parallel operations, AST manipulation and many many other optimizations. https://dirac.run/
AI dev
Stack
- Updated
- 2026-09-02
- Lists
- 1 list mention
- First commit
- 2026-04-09
- License
- Apache-2.0
- Issues
- 22 open
1,475
stars
- Forks
- 83
- Commits
- 876 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
greyhaven-ai/autocontext
a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task
AI dev
GitHub topics
- Updated
- 2026-09-02
- Lists
- 1 list mention
- First commit
- 2026-02-12
- License
- Apache-2.0
- Issues
- 19 open
1,289
stars
- Forks
- 110
- Commits
- 2,085 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
thClaws/thClaws
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.
AI dev
GitHub topics
- Updated
- 2026-07-28
- Lists
- 3 list mentions
- First commit
- 2026-04-20
- License
- Apache-2.0
- Issues
- 0 open
1,185
stars
- Forks
- 164
- Commits
- 583 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
agentscope-ai/agentscope-runtime
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
AI dev
GitHub topics
- Updated
- 2026-06-04
- Lists
- 2 list mentions
- First commit
- 2025-08-14
- License
- Apache-2.0
- Issues
- 72 open
- Forks
- 165
- Commits
- 290 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
sipyourdrink-ltd/bernstein
Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run
AI dev
- Updated
- 2026-08-09
- Lists
- 6 list mentions
- First commit
- 2026-03-27
- License
- Apache-2.0
- Issues
- 80 open
- Forks
- 94
- Commits
- 4,233 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
statewright/statewright
State machine guardrails for AI agents
AI dev
- Updated
- 2026-08-22
- Lists
- 1 list mention
- First commit
- 2026-05-04
- License
- NOASSERTION
- Issues
- 3 open
490
stars
- Forks
- 21
- Commits
- 339 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
evilmartians/agent-prism
React components for visualizing traces from AI agents
Stack
- Updated
- 2026-07-27
- Lists
- 1 list mention
- First commit
- 2025-07-22
- License
- MIT
- Issues
- 15 open
387
stars
- Forks
- 23
- Commits
- 379 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
vinkius-labs/mcpfusion
MCP Fusion - The TypeScript framework for secure MCP servers.
AI dev
Stack
GitHub topics
- Updated
- 2026-08-10
- Lists
- 1 list mention
- First commit
- 2026-02-12
- License
- Apache-2.0
- Issues
- 7 open
256
stars
- Forks
- 22
- Commits
- 360 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
rotorstar/hitl-protocol
Human-in-the-Loop Protocol for Autonomous Agent Services — Open Standard (v0.8)
GitHub topics
- Updated
- 2026-07-11
- Lists
- 1 list mention
- First commit
- 2026-02-23
- License
- Apache-2.0
- Issues
- 1 open
- Forks
- 1
- Commits
- 43 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
LVTD-LLC/pgsandbox
Agent-facing MCP for disposable Postgres experimentation databases
AI dev
- Updated
- 2026-08-31
- Lists
- 1 list mention
- First commit
- 2026-05-28
- License
- MIT
- Issues
- 0 open
- Forks
- 0
- Commits
- 304 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- +4 +1.3%