Discover Awesome MCP Servers

Mammoth MCP Server

Converts Microsoft Word DOCX files to clean, semantic HTML with support for preserving formatting, tables, lists, and optionally embedding images as base64 data URIs.

MSSQL MCP Server

Enables interaction with Microsoft SQL Server databases through a virtual filesystem interface, comprehensive stored procedure management with draft-test-deploy workflows, safe write operations with transaction control, and performance analysis capabilities.

BYOB MCP Server

Enables AI agents to dynamically discover and invoke containerized tools that can be registered at runtime without redeployment. Built on Cloudflare Workers with scale-to-zero containers for secure, isolated tool execution.

GSAP-Animation-Generate

A comprehensive GSAP animation generation tool that offers AI-driven intent analysis, full API coverage, and production-ready animation modes, helping developers quickly create high-performance animations.

Composer Package README MCP Server

Enables AI assistants to fetch README content, package metadata, dependencies, and search Composer/PHP packages from Packagist with smart caching and GitHub integration.

CV Recruitment Assistant

Provides digitally-signed access to Brayan Smith Cordova Tasayco's CV data through 15 specialized tools for candidate evaluation, technical skills assessment, job matching, and portfolio analysis.

MCP Server Mermaid

MCP Server Mermaid

GraphQL Schema

A MCP server that exposes GraphQL schema information to LLMs like Claude. This server allows an LLM to explore and understand large GraphQL schemas through a set of specialized tools, without needing to load the whole schema into the context

Memphora

Adds persistent memory to AI assistants by connecting to the Memphora cloud platform, allowing them to store and recall facts across conversations. It enables tools for searching memories, extracting insights, and maintaining long-term user context and preferences.

Nipoppy MCP Server

An interface for the Nipoppy neuroimaging framework that enables AI agents to list files and manage clinical datasets. It facilitates interaction with neuroimaging data organized according to the Brain Imaging Data Structure (BIDS) standard.

PocketBase MCP Server

A comprehensive MCP server for managing PocketBase database schemas and migrations via REST API. It enables users to generate and execute migrations for creating, modifying, and deleting collections and fields directly through MCP-compatible clients.

CVE Checker for Node Modules

Enables checking npm packages for known security vulnerabilities using the OSV API before installation. Supports both single package checks and bulk vulnerability scanning for multiple packages at once.

Math MCP Server

Enables basic arithmetic operations (addition, subtraction, multiplication, division) with 64-bit precision and matrix multiplication capabilities. Provides mathematical computation tools for AI assistants through the Model Context Protocol.

Deep Code Reasoning MCP Server

Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

TTS-MCP

A Model Context Protocol server that integrates high-quality text-to-speech capabilities with Claude Desktop and other MCP-compatible clients, supporting multiple voice options and audio formats.

ibapi-mcp-server

This project creates a middleware server that connects to Interactive Brokers Gateway and exposes its functionality through the FastMCP framework. This allows LLMs like Claude to interact with your IB account, retrieve portfolio information, and potentially execute trades.

Confluence MCP Server by CData

Confluence MCP Server by CData

GitLab Docs MCP Server

Provides AI assistants instant access to GitLab's official documentation with intelligent search, section filtering, and full content retrieval across 2,494 documentation pages including CI/CD, API, admin, and development guides.

Semantic Scholar MCP Server

Provides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.

Ureanl-Blender-MCP

Unreal-Blender MCP is a unified server for controlling both Blender and Unreal Engine via AI agents using the MCP (Machine Control Protocol) approach.

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.

MCP Template

A generic template for developing MCP servers with basic examples including echo tool, server info resource, and greeting prompt. Provides a starting point for building custom MCP servers with Bun.

MCP Server

A modular server based on Model Context Protocol (MCP) that provides weather queries, mathematical calculations, and search functionalities.

AnyCrawl MCP Server

Enables web scraping and crawling capabilities for LLM clients, supporting single-page scraping, multi-page website crawling, and web search with multiple engines (Playwright, Cheerio, Puppeteer) and flexible output formats including markdown, HTML, text, and screenshots.

VibeDefender MCP Server

Provides security assessment methodology, tool documentation, and step-by-step workflows to guide AI agents through vulnerability scanning, static analysis, and penetration testing of applications and URLs.

Documentation MCP Server

Enables AI assistants to navigate and query hierarchical documentation structures, supporting markdown files with YAML metadata and OpenAPI 3.x specifications. It features intelligent full-text search, metadata filtering, and a built-in web interface for both human and AI-driven documentation access.

MCP Server

A remote Model Context Protocol server that enables AI assistants to interact with external services through standardized JSON-RPC, providing tools for basic operations and conversation archiving.

arXiv MCP Server

Enables searching, downloading, and managing academic papers from arXiv.org through natural language interactions. Provides tools for paper discovery, PDF downloads, and local paper collection management.

GitLab MCP Server

A TypeScript MCP server that provides integration with GitLab's REST API, allowing users to interact with GitLab projects, issues, merge requests, pipelines, and more through natural language.