PyPI Stats

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.

438K 713 126
ljw4010
harness-python-sdk

python SDK for harness

103K 2 0
stevesolun
claude-ctx

Skill, agent, MCP, and harness catalog for Claude Code/custom LLMs: 104,078-node LLM-wiki graph, 92,815 skills, 10,786 MCPs, 13 harnesses, and capped execution recommendations.

9K 288 39
duncankmckinnon
wbcli

Lightweight multi-agent orchestrator for iterative development

5K 5 0
satyaborg
kensa

From zero to evals in minutes.

4K 6 1
ksgisang
aat-devqa

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

3K 5 1
on-panda
harness-to-mcp

🔌 Turn harness internal tools into a standard MCP server — compatible with Claude Code, Codex, OpenClaw, and more.

3K 1 0
satyaborg
kensa-mcp

From zero to evals in minutes.

3K 6 1
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
AttAditya
pilot-code

A harness for single and group of AI models and their replicas to perform a wide range of tasks, from coding and reasoning to more specialized operations.

2K 1 0
l-forster
open-jet

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

2K 35 4
holgern
taskledger

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

2K 0 0
SuperagenticAI
superagentic-metaharness

Meta Harness Implementation

1K 72 8
aristoteleo
pantheon-agents

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

1K 412 57
vortezwohl
ceo-py

A ReAct-Based Highly Robust Autonomous Agent (Harness) Framework.

999 209 38
dtchen07
mcp-stdio-test

Zero LLM, zero network, zero API keys - a CI-gate harness for stdio MCPs.

963 0 0
manthanguptaa
water-ai

The production-ready agent harness framework for Python

779 280 37
dtchen07
mcp-stdio-tests

Reserved: prevents typo-squatting of mcp-stdio-test. Install mcp-stdio-test.

493 0 0
Qitor
qitos

Let's Qitos! A torch-like agent-native framework for researchers.

490 12 2
dtchen07
stdio-mcp-test

Reserved: prevents typo-squatting of mcp-stdio-test. Install mcp-stdio-test.

479 0 0
seekcontext
harness0

Layer 0 of agent reliability — the framework-agnostic harness that makes any AI agent stable.

447 0 0
openturtles
openturtles

OpenTurtles CLI — AI That Acts in the Real World. Say one sentence, get an AI agent that runs forever.

423 0 0
wireviz
wireviz-web

WireViz-Web is a web wrapper around WireViz: Easily document cables and wiring harnesses

403 67 8
banda-larga
ctxtual

Context engineering library for AI agents: decorator-based workspace storage for large tool results

243 13 0