#coding-assistant

MCP server for intelligent code context — 87%+ token savings, zero resource overhead. An MCP context engine built on AST call graphs + BM25 ranking, delivering precise code context retrieval for AI coding assistants. No GPU, no external services, pure Python, ready to use out of the box.

Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.

Universal long-term memory layer for AI coding assistants. 7 MCP tools for remember, recall, briefing, forget with sensitive content guard, memory conflict detection, and space isolation. Powered by EverMemOS.

MCP server for comparing AI coding tools: side-by-side comparisons, detailed tool profiles, AI-powered recommendations based on your needs, and pricing comparisons. 5 tools on Cloudflare Workers.

Query multiple LLMs in parallel from AI coding tools. Ask a question to OpenAI, Gemini, Groq, or any OpenAI-compatible API — and CLI agents like Claude Code, Codex, and Gemini CLI — then compare answers, run consensus votes, structured debates, and judge evaluations. Rubber duck debugging, but the ducks talk back.

A powerful Model Context Protocol (MCP) server that provides contextual codebase understanding across multiple codebases and AI assistance for your development workflow.

The F2C MCP Server is a Model Context Protocol server that enables AI coding assistants to access Figma design data and convert it to HTML/CSS code.

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

Expose VSCode features such as file viewing and editing as MCP, enabling advanced AI-assisted coding directly from tools like Claude Desktop

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

MCP Server for Tree-sitter

MCP DevTools: A suite of Model Context Protocol servers enabling AI assistants to interact with developer tools and services

Showcase: Let an agentic coding assistant create a small web search agent with Pydantic AI using MCP server

Mirror of

MCP Server for GNU Make