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
isaacphi/mcp-language-server
The mcp-language-server is a specialized MCP (Model Context Protocol) server designed to expose language servers to MCP clients, enabling advanced semantic code navigation and interaction capabilities for large language models and other MCP-enabled tools. It acts as a bridge between MCP clients and language servers that communicate over the Language Server Protocol (LSP), providing features such as go-to-definition, find references, rename symbols, diagnostics, and hover information. This allows MCP clients to navigate and interact with codebases more effectively by leveraging the semantic understanding provided by language servers. The project supports multiple popular language servers including gopls for Go, rust-analyzer for Rust, pyright for Python, typescript-language-server for TypeScript, and clangd for C/C++. It provides detailed setup instructions for installing the server, the respective language servers, and configuring MCP clients to connect to the mcp-language-server. The server runs as a standalone executable and forwards commands and responses between the MCP client and the underlying language server, enabling seamless integration. The mcp-language-server is built using Go and incorporates code from the gopls project to handle LSP communication. It uses the mcp-go library for MCP communication. The project is open source, licensed under a permissive BSD-style license, and is currently in beta. It encourages contributions and feedback from users to improve functionality and stability. Overall, the mcp-language-server enhances the capabilities of MCP clients by providing them with rich semantic code navigation and editing tools through integration with existing language servers, facilitating more intelligent and context-aware interactions with codebases for large language models and other MCP-enabled applications.
https://github.com/isaacphi/mcp-language-server
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