Developer Tools & Repos MCP Servers for Zed

MCP server for code visualization with Mermaid diagrams

MCP server for semantic code search powered by MongoDB Atlas Vector Search and Voyage AI embeddings

Code feedback learning system MCP server.

Local MCP server for code guidance and workflow automation

MCP server for code-mode — execute TypeScript code chains with pre-configured tools in an isolated sandbox

MCP server for AI-powered code review using Codex and Gemini

MCP server for E2B code sandbox - Execute code and commands in secure E2B sandboxes

A utility MCP server providing JSON formatting, Base64/URL encoding, hashing, JWT decoding, regex testing, timestamp conversion, text

An autonomous MCP agent that provides token-efficient code analysis, documentation retrieval, and implementation guidance for large library

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

MCP server that analyzes codebases and extracts symbols for LLM consumption

AI-friendly MCP server for navigating any TypeScript or JavaScript codebase

Embeds your codebase and makes it available for quick LLM lookups via MCP.

Codemend MCP server — connect Claude Code and AI tools to your production error monitoring

Local stdio MCP delegation server that routes Claude-orchestrated tasks through codex exec

MCP server with multiple AI coding agents for enhanced development workflows

Simple and easy-to-use CODING DevOps platform MCP server, supporting 413+ API interfaces

Multi-AI Rules MCP Server - One source of truth for AI coding rules across all AI assistants

MCP server for renaming Git commit messages

MCP server that extracts PR details from git commit hash using gh CLI

Semantic, format-aware diff of config files (JSON/YAML/TOML/INI/.env/XML/CSV) for AI agents