blackwell-systems/agent-lsp

What it does

Agent-LSP is a stateful MCP (Model Context Protocol) server that wraps real language servers to provide AI agents with comprehensive code understanding and manipulation capabilities. It offers 50 integrated tools supporting 30+ programming languages and 20 agent workflows, enabling sophisticated code analysis, refactoring, and automation tasks.

Key features

• 50 tools for code analysis and manipulation across 30+ verified languages
• Stateful persistent sessions that maintain language server indices warm across files and projects
• Speculative execution that simulates edits in memory before writing to disk
• 20 pre-built agent workflows for common development tasks
• Cross-platform support (Windows, macOS, Linux)
• Direct integration with MCP protocol for Claude, ChatGPT, and other AI platforms

How to set up

Installation requires configuring the MCP server with your preferred AI platform. Clone the repository from GitHub, install dependencies, and configure your AI client (Claude, ChatGPT, or other MCP-compatible platform) to connect to the local server endpoint. Detailed setup instructions are available in the project repository documentation.