MCP servers for Claude Desktop

MCP server that returns code outlines (classes, functions, signatures, docstrings) instead of full file contents. Saves ~40x tokens on

MCP Code Worker CLI for controlled host-worker workflows over local repositories.

MCP server that gives AI assistants (Gemini, Claude, Cursor, Windsurf, Copilot) deep understanding of your codebase — 10 tools + persistent

Multi-layer codebase analysis MCP server with Gemini AI and progressive disclosure.

CodeForge — MCP server exposing Senior Software Engineer / Tech Lead capabilities: code generation, code review, bug analysis, RCA, Jira

Centralized security instruction server for AI-assisted code generation

TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Cline) to the developer community platform

MCP Server for Codex CLI integration - stateful code writing and review workflows

MCP server for orchestrating parallel OpenAI Codex CLI tasks with git worktree isolation

Portable, local-first, markdown-based project memory — a Model Context Protocol (MCP) server + CLI shared across Claude Code, GitHub

A simple MCP server for CODING MR API

MCP server for CodivUpload — publish, schedule, and manage social media posts across 9 platforms via AI agents (Claude, Cursor, etc.)

MCP server implementing wisdom of crowds AI reasoning by consulting Claude, Gemini, and GPT-4 in parallel

Comprehensive color conversion, manipulation, analysis, and accessibility MCP server

MCP server for Concierge — Discord-native customer support. Connect Claude Desktop, Cursor, or any MCP client to your Concierge guild and

Model Context Protocol server that provides connpass users API v2

Context Bonsai is an MCP server that runs on your own machine, started by your client over stdio.

MCP server for AI agent context caching

Opinionated .context-first MCP server for local knowledge retrieval via stdio.

MCP server for context signal extraction and memory - reduces tokens by extracting code structure

Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.