Introduction

The landscape of cryptocurrency is complex and ever-evolving, with a myriad of assets, exchanges, and technologies to understand. To navigate this space, researchers and enthusiasts alike turn to various tools that can provide insights into market trends, technical analysis, and blockchain data. This report compiles a selection of open-source crypto research tools available on GitHub, offering a resource for those looking to deepen their understanding of the crypto market.

The landscape of open-source crypto research tools on GitHub is vast and diverse, catering to a wide range of needs from OSINT investigations to on-chain data analytics. This report synthesizes information from several key repositories that collectively offer a comprehensive toolkit for anyone involved in cryptocurrency research or investigations.

Market Analysis and Tracking Tools

LukasMasuch's best-of-crypto repository is a ranked list of awesome open-source crypto projects, updated weekly. It contains over 3.2K projects with a total of 1.2M stars, grouped into 11 categories. The projects are ranked by a quality score calculated based on various metrics automatically collected from GitHub and different package managers. This repository is a valuable resource for discovering high-quality open-source projects related to digital currencies and blockchain[4].

Price Tracking and Market Cap Analysis

• CoinMarketCap and CoinGecko are leading platforms for tracking cryptocurrency prices, market capitalization, and trading volumes.
• Trading View offers comprehensive tools for technical analysis across various markets, including cryptocurrencies.
• Token Terminal provides fundamental analysis data for the crypto market.

On-Chain and Blockchain Analytics

• Nansen, Dune Analytics, Glassnode, and Santiment offer on-chain data and analytics, enabling users to delve into blockchain transactions and wallet activities.
• Debank and Ape Board serve as portfolio trackers and DeFi dashboards, giving users a holistic view of their Web3 assets.

OffcierCia's On-Chain-Investigations-Tools-List focuses on tools and manuals for investigating crypto hacks and security incidents. It offers a curated list of crypto project trackers, analytics dashboards, and resources for learning new skills to combat financial crime. The repository includes tools for smart contract auditing, on-chain transaction debugging, and a comprehensive list of crypto research and analytics tools[2].

Sentiment Analysis

• The Greed and Fear Index aggregates various data sources to gauge the market's emotional state, which can be a useful indicator of investor behavior.

Decentralized Exchange (DEX) and DeFi Tools

• Dex Screener and Dex Guru provide real-time price analysis for assets on decentralized exchanges.
• DefiLlama is a comprehensive DeFi dashboard that aggregates data from multiple DeFi protocols.

Whale Tracking and Transaction Monitoring

• UniWhale and Bread Crumbs are tools designed to track large cryptocurrency transactions and analyze blockchain data, respectively.

Additional Market Insights

• Crypto Rank and Coin Metrics offer insights and analytics on the crypto market, contributing to informed investment decisions.
• Coin Glass and The Block provide data analysis on cryptocurrency derivatives and digital assets.

Development and Technical Tools

AsharibAli provides a Curated List of Crypto Research Tools, which is a handpicked selection of essential resources for both technical and fundamental analysis of cryptocurrencies. This repository covers on-chain data, market insights, DeFi analytics, news, and educational content. It aims to serve both beginners and experts in the field, offering tools to make well-informed decisions and succeed in the fast-paced world of crypto[3].

Cryptography and Security

• IBM Fully Homomorphic Encryption Toolkit and Secure storage for cryptographic secrets in Rust are tools aimed at enhancing the security and privacy of cryptographic operations.
• Graphical Java application for managing BibTeX and rrtools assist in managing research databases and writing reproducible research in R, respectively.

Trading Bots and Algorithmic Trading

• Open-source projects like Free, open-source crypto trading bot and automated bitcoin / cryptocurrency trading software enable users to deploy algorithmic trading strategies.
• Tools for backtesting, paper trading, and multi-server crypto bot deployments are available for testing and scaling trading strategies.

Blockchain and Cryptocurrency Analysis

• CryptoKon and Crypto Arbitrage Explorer are examples of tools that provide advanced analysis and visualization of cryptocurrency trends and arbitrage opportunities.
• Cryptocurrencies analysis with unsupervised machine learning applies machine learning techniques to uncover patterns in cryptocurrency data.

OSINT and Investigation Tools

The repository by aaarghhh titled awesome_osint_criypto_web3_stuff is a treasure trove of resources for OSINT investigations related to cryptocurrencies and WEB3. It includes a variety of tools and resources such as guides to bypass censorship, daily news updates on crypto and WEB3, tutorials, articles on OSINT and forensics, and databases of breaches and notable accounts to follow. The repository emphasizes the importance of OPSEC and covers a wide range of cryptocurrencies including Bitcoin, Ethereum, Monero, and others[1].

Blockchain and Wallet Analysis

• Etherscan, Blockchair, and Crystalblockchain are among the tools that allow for detailed examination of transactions on various blockchains.
• WalletExplorer and Breadcrumbs.app help in tracing and monitoring crypto transactions for investigative purposes.

NFT and Metaverse Analysis

• OpenSea, Rarible, and NFTGO.io provide platforms for exploring and analyzing the NFT market.
• Spatial and Context.app offer tools to delve into the metaverse and virtual asset spaces.

Cryptocurrency Project Resources

• CryptoList is a curated collection of links and resources for blockchain and cryptocurrency, including tools for developers and trading.
  

Conclusion

The open-source community on GitHub offers a wealth of tools for those interested in cryptocurrency research and analysis. From market tracking and on-chain analytics to trading bots and security tools, the resources available can empower users to make more informed decisions and contribute to the broader understanding of the crypto ecosystem. As the field continues to grow, these tools will undoubtedly evolve, providing even deeper insights into the complex world of digital assets.

The GitHub repositories reviewed in this report offer a wide array of tools and resources for crypto research and investigations. From OSINT and forensic tools to on-chain investigation tools, and from curated lists of research tools to comprehensive collections of open-source crypto projects, these repositories provide invaluable resources for anyone looking to deepen their understanding or conduct investigations in the cryptocurrency space.

Citations:
[1] https://github.com/aaarghhh/awesome_osint_criypto_web3_stuff
[2] https://github.com/OffcierCia/On-Chain-Investigations-Tools-List
[3] https://github.com/AsharibAli/crypto-research-tools
[4] https://github.com/LukasMasuch/best-of-crypto
[5] https://dev.to/opensauced/researchhub-the-github-of-scientific-research-fi1