Best Developer Tools & Code Intelligence MCP Servers

Read, analyse, generate or refactor source code: language servers (LSP), AST/code parsing, linters, test runners, framework and library documentation lookup, and language-specific developer tooling.

Compare the top Developer Tools & Code Intelligence MCP servers

MCP server	What it connects to	Type	Repository
MySQL Schema MCP Server	A server for retrieving MySQL database schema information using the FastMCP framework.	Open Source	https://github.com/Shion-Serizawa/mcp-first
Task Orchestrator	AI-powered task orchestration and workflow automation with specialized agent roles, intelligent task decomposition, and seamless integration across Claude Desktop, Cursor	Unknown
ZIP MCP Server	The ZIP MCP Server acts as a digital packing assistant for AI models, allowing them to manage compressed files just	Unknown
MCP Orchestro	Trello for Claude Code: AI-powered task management with 60 MCP tools, visual Kanban board, and intelligent orchestration for product teams	Unknown	https://github.com/khaoss85/mcp-orchestro
Qwen-Agent	A framework for developing LLM applications with capabilities like tool usage, planning, and memory, based on the Qwen model.	Open Source
PHP MCP Server for Laravel	A Laravel wrapper for the php-mcp/server library to expose Laravel applications as MCP servers.	Open Source	https://github.com/php-mcp/laravel
PermShell MCP	Execute shell commands with permission notifications.	Unknown	https://github.com/mcollina/perm-shell-mcp
Penpot MCP Server	Integrates AI language models with the Penpot design platform to automate design workflows.	Open Source	https://github.com/montevive/penpot-mcp
Python MSSQL MCP Server	A Python MCP server for Microsoft SQL Server, enabling schema inspection and SQL query execution.	Open Source	https://github.com/amornpan/py-mcp-mssql
Python Notebook MCP	Enables AI assistants to interact with local Jupyter notebooks (.ipynb).	Unknown	https://github.com/UsamaK98/python-notebook-mcp

MockMCP — Create mock MCP servers instantly for developing and testing agentic AI workflows.
Mindpilot MCP — Visualize legacy code and inspect complex flows to understand your agent's operations.
Metal MCP Server — Search Metal Framework documentation and generate code.
Micromanage — A server for managing sequential development tasks with configurable rules using external .mdc files.
Micronaut Fun — It exposes Micronaut framework documentation and guides as MCP resources, it offers tools to search the docs and prompts to help you write tests and…
Metasploit MCP Server — An MCP server for integrating with the Metasploit Framework. Requires Metasploit Framework to be installed and msfrpcd to be running.
MetaTrader MCP Server — A Python-based MCP server that allows AI LLMs to execute trades on the MetaTrader 5 platform.
Mermaid-MCP — Generat 22 types mermaid architecture diagrams with natural language description
Merge MCP Server — Integrates the Merge Unified API with any LLM provider using the MCP protocol.
Mermaid MCP Server — Converts Mermaid diagrams to PNG or SVG images.
Mesh Agent MCP Server — Connects to Heurist Mesh APIs to provide access to various blockchain and web3 tools.
Mermaid — Generate mermaid diagram and chart with AI MCP dynamically.
Mentor MCP — Provides AI-powered mentorship to LLM agents for tasks like code review, design critique, and brainstorming, using the Deepseek API.
MCPunk — Explore and understand codebases through conversation by breaking files into logical chunks for searching and querying without embeddings.
MCPShell — A secure bridge for LLMs to safely execute command-line tools via the Model Context Protocol (MCP).
MD-PDF MCP Server — A server for converting Markdown files to PDF format. Requires pandoc and weasyprint.
md-pdf-mcp — Converts Markdown to styled PDFs using VS Code's markdown styling and Python's ReportLab.
MCPStore — An enterprise-grade MCP tool management solution for simplifying AI Agent tool integration, service management, and system monitoring.
MCPSwift — A Swift framework for building Model Context Protocol (MCP) servers with a simplified API.
MCPOmni Connect — A universal command-line interface (CLI) gateway to the MCP ecosystem, integrating multiple MCP servers, AI models, and transport protocols.
mcp.shop — A web shop built with MCP, WorkOS AuthKit, and Next.js.
MCPR — Expose R functions through the Model Context Protocol (MCP) for seamless integration with AI assistants.
mcpo+OpenWebUI — A secure MCP-to-OpenAPI proxy server that converts MCP tools into OpenAPI compatible HTTP servers, with support for multiple server types and automatic API documentation.
MCPatterns — A server for storing and retrieving personalized coding patterns from a local JSONL file.