MCP on Bogdan Novosad — Staff Software Engineer, AI Developer Tools

Better than LSP for LLM coding agents

Wed, 18 Feb 2026 09:00:00 +0100

LSP was built to power IDE UX. Glider MCP is built to power LLM workflows—fewer calls, fewer tokens, less state pain, and better results on large C#/.NET codebases.

It’s genuinely satisfying when an LLM finds your MCP server helpful (9/10)

Thu, 05 Feb 2026 00:00:00 +0000

A practical comparison of LLM workflows in a large C# codebase: plain text search vs Roslyn-powered MCP tools (symbols, types, references, callers) — and why autosync changes the ergonomics.

Glider MCP for C# code: semantic tooling that saves tool calls

Fri, 16 Jan 2026 00:00:00 +0000

A Roslyn-powered MCP server for semantic C# analysis: fewer tool calls, less context bloat, and answers grep cannot produce.

How to Setup MCP with Claude App

Mon, 26 May 2025 00:00:00 +0000

What is MCP?

MCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications. Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools.

Core Architecture

MCP Server: The component that exposes resources, tools, and prompts to the AI assistant. Servers can provide access to databases, APIs, file systems, or other external services.