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Harness Python Packages

Python packages with the GitHub topic harness. Sorted by relevance, with stars and monthly downloads.
cuga-project
cuga

CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.

335K 734 131
ljw4010
harness-python-sdk

python SDK for harness

97K 2 0
stevesolun
claude-ctx

Skill, agent, MCP, and harness recommendations for Claude Code/custom LLMs: 102,696-node LLM-wiki graph, 91,432 skills, 10,787 MCPs, 13 harnesses, and capped execution recommendations.

11K 325 44
bogware
bog-agents

bog-agents is an AI super-harness for your favorite inference provider.

7K 1 0
duncankmckinnon
wbcli

Ultra-light multi agent orchestrator, anywhere you work

6K 6 0
bogware
bog-agents-cli

bog-agents is an AI super-harness for your favorite inference provider.

6K 1 0
bogware
bog-agents-daemon

bog-agents is an AI super-harness for your favorite inference provider.

6K 1 0
grammy-jiang
local-agent-harness

Maturity-aware harness manager for local AI coding agents (Claude Code, Codex CLI, Copilot CLI, Cursor). Audit, init, and refresh AGENTS.md / GROUNDING.md / CI / sandbox at the right stage.

5K 0 0
l-forster
open-jet

Claude Code for local LLMs. Unified backend, setup, and coding harness for your own models.

4K 44 5
0xjgv
interlocks

One opinionated command surface for local checks and CI, replacing per-repo quality-script sprawl with a consistent, enforceable workflow.

3K 1 0
ksgisang
aat-devqa

AI-powered automated E2E testing. Just enter a URL โ€” AI generates and runs test scenarios.

3K 5 1
satyaborg
kensa

Zero to evals in minutes.

3K 6 1
holgern
taskledger

taskledger is a task-first durable state layer for staged coding work.

2K 0 0
satyaborg
kensa-mcp

Zero to evals in minutes.

2K 6 1
AttAditya
pilot-code

Coding harness for multi-agent execution and orchestration

2K 1 0
SuperagenticAI
pyflue

Python-first agent harness framework with Markdown skills, sessions, sandboxes, and pluggable backends.

2K 69 6
on-panda
harness-to-mcp

๐Ÿ”Œ Turn harness internal tools into a standard MCP server โ€” compatible with Claude Code, Codex, OpenClaw, and more.

2K 1 0
vortezwohl
ceo-py

An ultra-lightweight agentic AI framework based on the ReAct paradigm.

1K 210 38
SuperagenticAI
superagentic-metaharness

Meta Harness Implementation

1K 94 11
Gad360
apothem

One shared profile ยท materialized into eleven AI-coding-tool harnesses.

1K 0 0
InternScience
researchharness

A lightweight, general-purpose harness for tool-using LLM agents, fair benchmark evaluation, harness baselines, and personal assistant workflows.

1K 17 4
manthanguptaa
water-ai

The production-ready agent harness framework for Python

946 285 37
syrin-labs
syrin

The Python Harness for Production AI Multi-Agent Systems

879 55 12
aristoteleo
pantheon-agents

A general, evolvable, and distributed agent framework & harness for data science.

707 423 57
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