Developer Tools & Repos MCP Servers for Claude Desktop

Intelligent project documentation engine for MCP: auto-analyze codebases, generate README, architecture diagrams, dependency tree, API docs

A runtime behavior memory layer for AI-generated code — captures intent, records runtime traces, learns from failures, auto-heals with

MCP bridge that connects to upstream MCP servers and exposes tools via a single codemode tool for orchestration

MCP (Model Context Protocol) server providing AI coding agents with universal, language-agnostic development rules. Includes coding

Model Context Protocol server for CodeRide, task management redesigned for AI

Local-first codebase knowledge-graph MCP server. Parses your repo into a symbol graph and serves it to AI coding agents so they stop

stdio MCP server wrapper for apohara-codesearch: hybrid (BM25 + vector) local code search exposed over the Model Context Protocol

MCP server for enforcing team coding standards via AI assistants in Cursor, Windsurf and other MCP-compatible IDEs

Teleport Claude Code sessions between machines

Make any repo instantly AI-ready via MCP — a self-hosted, zero-API-key MCP server for any codebase

MCP server providing AI-powered access to Google CodeWiki for open-source repositories

Agent-facing Codex session and MCP lifecycle manager with callable validation.

MCP server wrapper for OpenAI's Codex CLI

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

MCP server that proxies CLI commands and collects logs

Adobe Express add-on developer MCP server for integrating with LLMs

MCP server that gives Claude Code deep React intelligence via live Babel AST analysis. Maps component trees, traces re-render blast radius

A Model Context Protocol server for cognitive complexity analysis using complexipy

MCP server implementing the components.build specification for grading, generating, and validating UI components

MCP server for the ConnectedOne Website API — contacts, members, products, orders, forms, bookings, subscriber lists and webhooks