Development Tools

A specialized MCP server that provides a standardized interface for managing Keycloak users, realms, clients, and roles via the official Keycloak Admin Client.

A comprehensive network and domain analysis toolset for DNS lookups, WHOIS queries, ICMP/HTTP pinging, and TLS certificate validation via MCP.

This awesome list is automatically generated and regularly updated to ensure you have access to the latest and most comprehensive collection of MCP servers available.

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

Converts WordPress Trac into an AI-accessible knowledge base, allowing tools to search thousands of tickets, retrieve code changesets, and monitor development activity.

Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth 2.1 and multi-provider support

Universal MCP server enabling any LLM or AI agent to utilize expert skills from your local filesystem. Reduces context consumption through lazy loading. Works with Claude, Cline, and any MCP-compatible client.

A Model Context Protocol (MCP) server for Caltrain schedules. Get real-time train departures using GTFS data, designed for Claude Desktop and other MCP clients.

A Security-centric MCP Server providing enterprise-grade filesystem powers to AI assistants—read, write, edit, and manage files with comprehensive CVE protection and user-controlled access.. [Explore comprehensive code documentation and architecture details on DeepWiki](https://deepwiki.com/n0zer0d4y/vulcan-file-ops)

MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.

Multi-agent Claude Code you can actually control. Spawn specialist teams in tmux, watch them work side-by-side, steer when needed. Built on native Claude Code agents. No black boxes.

A specialized MCP server that allows AI models to commit staged Git changes while automatically tagging the committer name with '(aider)' for contribution tracking and analysis.

A MindManager integration for MCP that allows LLMs to retrieve, create, and serialize mindmaps on Windows and macOS through standardized formats like Mermaid, Markdown, and JSON.

This MCP server provides up-to-date access to official Node.js core module documentation, featuring search and retrieval tools that fetch directly from nodejs.org with a 7-day cache.

A robust process management server that allows AI agents to execute, monitor, and interact with long-running shell commands asynchronously.

A specialized MCP server providing access to the Materials Project database for querying crystal structures, thermodynamic stability, and various material properties.

A specialized MCP server that provides access to Perplexity AI's real-time search and chat completion capabilities with built-in templates for technical documentation, security analysis, and code reviews.

An MCP server for integrating with the AivisSpeech engine, providing high-quality Japanese text-to-speech synthesis with full control over speaker styles and audio parameters.

A specialized MCP server that allows LLMs to navigate and analyze massive git diff files by breaking them into manageable, pattern-searchable chunks.

MCP (Model Context Protocol) Server. Provides a bridge to the Solana blockchain for token analysis, liquidity tracking, and risk assessment with a focus on meme tokens through Python and FastAPI endpoints.

MCP (Model Context Protocol) Server. Provides a bridge to Jina.ai's reader service for fetching and parsing web content from URLs into markdown format suitable for analysis and summarization.

MCP (Model Context Protocol) Server. Organizes and analyzes numerical research data through a structured knowledge graph, enabling tracking of projects, datasets, variables, hypotheses, and statistical tests with their relationships and results.

MCP (Model Context Protocol) Server. Provides a bridge between AI systems and the Masterlink SDK for Taiwan stock market trading, enabling account management, market data retrieval, and trade execution for financial analysis and automated trading strategies.

MCP (Model Context Protocol) Server. Provides CEDARScript (a SQL-like language) capabilities for executing pattern matching and transformations on source code to enable automated refactoring, code generation, and static analysis tasks.

A Neo4j-based memory server for Claude Code that tracks development tasks, code patterns, and solutions through a graph database to provide cross-session contextual assistance.

MCP (Model Context Protocol) Server. Provides network reconnaissance tools for penetration testers, enabling systematic domain enumeration, IP discovery, email security assessment, and port scanning for external security audits.

MCP (Model Context Protocol) Server. Provides a bridge to QQ Music API for searching, playing, and managing music playlists through natural language interactions without dealing with underlying API complexities.

A Python-based MCP server providing comprehensive management for BookStack instances, featuring unified content CRUD operations, full-text search, and advanced image gallery management with remote URL upload support.

An MCP server that provides voice status updates using OpenAI's text-to-speech API, to be used with Cursor or Claude Code.

A comprehensive MCP server providing access to over 400 AI models via OpenRouter, allowing users to query, compare, and manage various LLMs through a single interface.