Alternatives

Matrix Confluence Scorer alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Matrix Confluence Scorer

2026 Pro-Level Multi-Timeframe Confluence Matrix for MT5: Liquidity Sweeps & Institutional Signals

74
Quality
78
Trust
151
Stars
#1

Lean

Similarity 119Trust 92Excellent 100

Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

20K starsJun 26, 2026 pushfinanceC#Trading Bot
$ npx skills add QuantConnect/Lean
#2

Freqtrade

Similarity 105Trust 92Excellent 100

Free, open source crypto trading bot

52K starsJun 17, 2026 pushfinancePythonTrading
$ npx skills add freqtrade/freqtrade
#3

FinRL

Similarity 104Trust 90Excellent 100

FinRL®: Financial Reinforcement Learning. 🔥

15K starsMay 25, 2026 pushfinanceJupyter NotebookTrading
$ npx skills add AI4Finance-Foundation/FinRL
#4

Daily Stock Analysis

Similarity 98Trust 94Excellent 100

LLM驱动的 A/H/美股智能分析:多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送,零成本定时运行,纯白嫖. LLM-powered stock analysis system for A/H/US markets.

52K starsJun 29, 2026 pushfinancePythonFinance
$ npx skills add ZhuLinsen/daily_stock_analysis
#5

Hyperswitch

Similarity 98Trust 93Excellent 100

Open source, composable payments platform | PCI compliant | SaaS and Self-host options | Enables connectivity to multiple payment, payout, fraud, vault and tokenization providers | Uplifts authorization with intelligent routing and revenue recovery | Reduce payment processing costs with cost observability | Reduces payment ops with reconciliation

43K starsJun 30, 2026 pushfinanceRustFinance
$ npx skills add juspay/hyperswitch
#6

TradingAgents

Similarity 97Trust 92Excellent 100

TradingAgents: Multi-Agents LLM Financial Trading Framework

88K starsJun 22, 2026 pushfinancePythonFinance
$ npx skills add TauricResearch/TradingAgents
#7

Qlib

Similarity 97Trust 92Excellent 100

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

44K starsApr 22, 2026 pushfinancePythonFinance
$ npx skills add microsoft/qlib
#8

Ccxt

Similarity 97Trust 92Excellent 100

A cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go / Java

43K starsJun 14, 2026 pushfinancePythonCrypto Trading
$ npx skills add ccxt/ccxt
#9

Actual

Similarity 97Trust 92Excellent 100

A local-first personal finance app

27K starsJul 3, 2026 pushfinanceTypeScriptFinance
$ npx skills add actualbudget/actual
#10

Vnpy

Similarity 97Trust 90Excellent 100

基于Python的开源量化交易平台开发框架

42K starsMay 17, 2026 pushfinancePythonQuant
$ npx skills add vnpy/vnpy
#11

Dash

Similarity 97Trust 92Excellent 100

Data Apps & Dashboards for Python. No JavaScript Required.

24K starsJul 2, 2026 pushfinancePythonFinance
$ npx skills add plotly/dash
#12

OpenBB

Similarity 97Trust 88Excellent 100

Financial data platform for analysts, quants and AI agents.

70K starsJun 21, 2026 pushfinancePythonFinance
$ npx skills add OpenBB-finance/OpenBB
#13

Hummingbot

Similarity 97Trust 93Excellent 100

Open source software that helps you create and deploy high-frequency crypto trading bots

19K starsJun 12, 2026 pushfinancePythonCrypto Trading
$ npx skills add hummingbot/hummingbot
#14

FinGPT

Similarity 97Trust 92Excellent 100

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

21K starsJun 1, 2026 pushfinanceJupyter NotebookFinance
$ npx skills add AI4Finance-Foundation/FinGPT
#15

Yfinance

Similarity 97Trust 90Excellent 100

Download market data from Yahoo! Finance's API

25K starsJun 28, 2026 pushfinancePythonMarket Data
$ npx skills add ranaroussi/yfinance
#16

Firefly Iii

Similarity 97Trust 90Excellent 100

Firefly III: a personal finances manager

24K starsJun 29, 2026 pushfinancePHPFinance
$ npx skills add firefly-iii/firefly-iii

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Matrix Confluence Scorer if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.