Why this server?
Provides access to coding style guidelines and best practices for various technologies, which would assist in coding.
AlicenseBqualityDmaintenanceProvides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.Last updated2315MITWhy this server?
Enables numerical computations and statistical analysis, core components of data analysis.
Flicense-qualityCmaintenanceA Model Context Protocol (MCP) server that provides mathematical calculations and operations using NumPy, enabling users to perform numerical computations like matrix operations, statistical analysis, and polynomial fitting directly through Claude.Last updated3Why this server?
Offers vector database capabilities for semantic document search, which can be used to find relevant code snippets or documentation during coding.
AlicenseAqualityDmaintenanceA Model Context Protocol server providing vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage.Last updated641MITWhy this server?
Provides GitHub data analysis for repositories, developers, and organizations, offering insights into open source ecosystems which can be useful for understanding code contributions.
AlicenseAqualityCmaintenanceProvides GitHub data analysis for repositories, developers, and organizations, enabling insights into open source ecosystems through API calls and natural language queries.Last updated513MITWhy this server?
Provides econometric modeling capabilities through R, enabling sophisticated analyses including linear regression, panel data models, instrumental variables regression, and diagnostic tests.
Alicense-qualityCmaintenanceProvides econometric modeling capabilities through R, enabling AI assistants to perform sophisticated analyses including linear regression, panel data models, instrumental variables regression, and diagnostic tests.Last updated201MITWhy this server?
Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.
FlicenseAqualityDmaintenanceAnalyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.Last updated233Why this server?
Provides tools for reading Excel files, enabling data extraction for analysis.
AlicenseBqualityCmaintenanceA Model Context Protocol (MCP) server that provides tools for reading Excel (xlsx) files, enabling extraction of data from entire workbooks or specific sheets with results returned in structured JSON format.Last updated35Apache 2.0Why this server?
Memorizes key aspects of a codebase, making it easier to navigate and understand the project during development.
AlicenseBquality-maintenanceSourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.Last updated137Why this server?
Enables safe execution of Python code and access to websites, processing data for better AI understanding.
Alicense-qualityCmaintenanceA server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages.Last updated3GPL 3.0