The repository collects server implementations for the Model Context Protocol.
Developer Tools
Websites and tools tagged “developer tools”.
Apache Flink performs stateful computations on data streams for stream processing applications.
Jupyter Notebook combines live code, equations, explanatory text, visualizations, and interactive computing in a web platform.
SynapseML provides distributed machine learning algorithms for Spark through its Python library.
Big List of Naughty Strings collects unusual input strings that may trigger issues in software handling user data.
Libraries.io helps developers discover open-source packages, modules, and frameworks across software ecosystems.
Add colored output to command-line applications with the yoctocolors package.
Mockaroo generates custom test datasets in CSV, JSON, SQL, and Excel formats, with an API mocking tool for software testing.
GPT-Migrate helps move a codebase from one programming language or framework to another.
mlxtend adds helper modules for Python data analysis and machine learning libraries.
Beautiful Soup provides documentation and downloads for a Python library used to parse HTML.
Machine learning pipelines can use whylogs, an open-source library for logging data quality and model performance.
Use Browserling’s online tools for encoding, URL escaping, formatting, and minifying HTML, CSS, JavaScript, and JSON.
A curated Python list helps readers find tools for particular tasks and use cases.
Install and manage Vim plugins with vim-plug, a minimalist plugin manager for the editor.
Python developers can use gensim for topic modeling and related natural language processing tasks.
For Python data preparation, DataPrep offers an open-source low-code library to collect, clean, and visualize data.
Browse a curated list of open-source applications built with React Native in this repository.
AstroML provides Python tools for machine learning and data mining in astronomy.
Azure for Students provides cloud services, developer tools, and credits for building apps and exploring AI.
Million builds open-source developer tools, datasets, and reinforcement learning environments for web and coding agents.
Valinor maps input data into strongly typed PHP structures without external dependencies.
Browse a gallery of interesting Jupyter notebooks on this project wiki, with examples from notebook users.
Update multiple repositories with one command using multi-gitter, a tool for coordinated repository changes.



















