Markymark

关于

Markymark is a cutting-edge Language Server Protocol (LSP) and Model Context Protocol (MCP) server designed for handling Markdown and a wide array of structured document formats like JSON, YAML, and TOML. Built with Rust and optimized with Zig SIMD kernels for critical operations, it offers extensive multi-format support, including specific flavors for Obsidian and Logseq. Its dual-transport architecture (LSP + MCP) enables efficient, token-saving interactions, particularly for AI agents like Claude Code, allowing them to query document structure and diagnostics before reading entire files, significantly reducing processing costs and enhancing AI-driven development workflows.

主要功能

• Multi-format support for Markdown, JSON, YAML, TOML, .env, and INI/CFG
• Zig SIMD kernels for high-performance scanning, similarity search, and token estimation
• Full Obsidian and Logseq flavor support, including wiki links, callouts, and block IDs
• Anchor link rename support and cross-format reference resolution
• Dual-transport architecture providing both LSP and MCP over stdio
• 1 GitHub stars

使用案例

• Optimizing AI agent interaction with documentation and configuration files for significant token savings.
• Providing rich LSP features (document outline, hover, find references) for various document types in developer workflows.
• Managing and resolving cross-format references and structural information across a workspace.