Developer Tools MCP Servers

The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment.

Java SDK for the Model Context Protocol (MCP), providing seamless integration between Java and Spring applications and MCP-compliant AI models and tools.

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– A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown

This repository provides a working, deployable, open source-based, serverless MCP server blueprint with an AWS Lambda function and AWS CDK Python code with all the best practices and a complete CI/CD pipeline.

Azure API Management as AI Gateway to Remote MCP servers.

- Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem.

Earth Agent is a Cursor-like AI agent for Google Earth Engine. It can be used right in your browser as a Chrome extension or through MCP server support. It helps you do anything related to Google Earth Engine automatically through chatting (write code, run analysis, debug errors, explain maps, and manage your environment). Hatched from sundai.club.

rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7

CLI & API for MCP management

aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Server enabling persistent, cross-session memory for AI-powered IDEs via vector search.

A Model Context Protocol (MCP) server library that gives LLMs access to information about a candidate.

BEST Rust SDK for MCP (Model Context Protocol)

MCP server that lets Codex delegate to isolated codex exec sub-agents, selecting repo+global skills automatically

The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.

MCP server wrapping Codex CLI for stdio-based tool calls.

This is a tool that helps you quickly build backend services based on Asp.Net Core and EF Core. It provides command line, WebUI and IDE MCP support. In a well-designed project architecture that has been put into practice, code generation and LLM technology are used to reduce various template codes and greatly improve development efficiency!

Give any AI agent a disposable email inbox in one tool call. MCP server for email verification, auth flows, and testing.

Rust terminal coding agent, Claude Code compatible — your .claude/ config just works. Multi-LLM, streaming Markdown TUI, 95%+ prompt cache, MCP & ACP support, background agents. Built entirely by AI via Nobody Coding.

Unofficial OpenEvidence MCP server — query OpenEvidence from Claude Code, Codex, and any MCP client through your own logged-in browser tab (no API key). Fire-and-forget asks, a shared relay daemon for concurrent sessions, BibTeX + Crossref citations.

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

Free trending topics aggregator — 20 sources, zero auth. CLI + Python library + MCP Server.

mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & any AI client.

An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intelligently routing coding tasks between local LLMs free APIs and paid APIs.