Graphify-Labs/graphify
Graphify transforms codebases, documentation, and other files into queryable knowledge graphs, enhancing developer productivity with local AST parsing and detailed edge explanations.
Awesome MCP › Software Development
idosal/git-mcp
GitMCP is an open-source remote Model Context Protocol (MCP) server designed to transform GitHub projects into AI-accessible documentation hubs. Its primary goal is to eliminate code hallucinations by providing AI tools with accurate, up-to-date code information directly from the source repositories. This server supports two main usage modes: a specific repository mode, where the AI assistant targets a particular GitHub repository for enhanced security and relevance, and a generic server mode, which allows flexible access to multiple repositories by dynamically selecting the target based on context or user input. GitMCP enables AI assistants to access the latest documentation and code, ensuring accurate API usage and reliable code examples, even for niche, new, or rapidly evolving libraries. It significantly reduces hallucinations and improves code correctness by allowing AI tools to fetch real-time data from GitHub projects. The server runs in the cloud, requiring zero setup from users; integration involves simply adding the GitMCP URL as an MCP server in various AI tools and IDEs such as Cursor, Claude Desktop, Windsurf, VSCode, Cline, Highlight AI, and Augment Code. Key features include seamless access to any GitHub project's documentation and code, smart search capabilities to optimize token usage, embedded chat for direct interaction with repository documentation, and privacy-focused design with no personal data collection or query storage. GitMCP is free, open-source, and supports self-hosting for users who prefer private deployments. The project leverages the Model Context Protocol to connect AI assistants with GitHub repositories, enabling AI to request and receive additional information from external sources. This approach enhances AI coding assistants' effectiveness by providing them with the most current and relevant code context, thereby improving the accuracy and reliability of AI-generated code and responses.
https://github.com/idosal/git-mcp
Also in Software Development
upstash/context7
Context7 MCP Server is an MCP server that delivers up-to-date, version-specific code documentation and examples to enhance LLMs and AI code editors, ensuring accurate and current code generation.
DeusData/codebase-memory-mcp
High-performance Model Context Protocol (MCP) server that indexes codebases into a persistent knowledge graph for AI coding agents, supporting 158 languages, lightning-fast queries, and various dev...
github/github-mcp-server
GitHub MCP Server is an official Model Context Protocol server that integrates with GitHub APIs to enable advanced automation and AI-powered interactions with GitHub repositories and workflows.
tirth8205/code-review-graph
Code-review-graph is a local-first code intelligence solution that builds a persistent structural map of your codebase to provide precise context to AI coding tools, significantly reducing token us...
oraios/serena
Serena is a free and open-source coding agent toolkit that uses the Model Context Protocol to enable LLMs to autonomously perform semantic code retrieval and editing with IDE-like precision on complex codebases.
eyaltoledano/claude-task-master
Claude Task Master is an AI-powered task management system designed for AI-driven development that integrates seamlessly with various editors via the Model Control Protocol (MCP).
mksglu/context-mode
Context Mode is an MCP server designed to optimize context window usage for AI coding agents by sandboxing tool output, tracking session continuity with SQLite, and promoting LLMs as code generator...