Discover Awesome MCP Servers

mnemostack

Durable hybrid memory for AI agents. Combines vector search, BM25, temporal retrieval, and optional Memgraph knowledge graph via reciprocal rank fusion. 6 MCP tools: health, search, answer, feedback, graph_query, graph_add_triple. Self-hosted with Qdrant backend.

TailorKit MCP

Connects AI assistants to the TailorKit API, enabling them to manage customizable product templates for e-commerce platforms through natural language conversations.

arthas-mcp-proxy

Aggregates multiple Arthas agents into a single MCP server, allowing Claude to diagnose any number of Java processes with just one MCP configuration.

Telegram MCP Bridge

Enables MCP agents to request human confirmation for actions via a Telegram bot. It uses a Vercel-hosted proxy and Redis to facilitate secure, real-time YES/NO approvals from a mobile device.

MCP Git Status Server

Enables checking git repository status and viewing recent commit history through natural language queries. Supports error handling for non-git directories and allows specifying custom directory paths.

MCP Apple Mail

Enables integration with Apple Mail on macOS using JavaScript for Automation (JXA). Supports reading, searching, sending, and managing emails across multiple accounts with full mailbox hierarchy support.

mcp-workspace

Enables AI assistants to perform file system operations within a specified project directory, including reading, writing, editing, and managing files, with optional read-only access to reference projects.

VibeCheck MCP Server

An AI-powered security audit tool that analyzes codebases for vulnerabilities using real-time MITRE CWE data and npm audit. It enables users to perform comprehensive scans for authentication issues, exposed secrets, and dependency risks with structured remediation steps.

Firecrawl MCP Server

Integrates Firecrawl web scraping capabilities including scraping, crawling, searching, extracting structured data, deep research, and batch processing with support for both cloud and self-hosted instances.

simple_math

A simple MCP server that provides basic arithmetic operations like add and multiply, enabling Claude to perform math calculations.

Business Design MCP Server

Enables the creation and management of business design artifacts including Business Model Canvases, SWOT analyses, and user personas. It features project organization and AI-powered research tools to automatically populate frameworks with market data.

Robot Resources Router

LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

VerditNxtGen

A cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities before deployment. Automatically sandbox and audit your AI agents' tool calls to ensure secure infrastructure.

Confluence Node MCP Server

Enables AI assistants to create, update, delete, and search Confluence pages directly through natural language commands in Cursor, with support for space management and page history.

OpenAPI MCP Server

Dynamically creates an MCP server from any OpenAPI schema, enabling seamless integration with tools like Prompteus and Claude.

Paper Search MCP

Enables searching and downloading academic papers from 14 platforms including arXiv, PubMed, Google Scholar, Web of Science, Springer, and Sci-Hub with unified data format and intelligent rate limiting.

PLTM MCP Server

Provides 78 tools for AGI experiments based on universal physics principles like entropy and criticality. It enables advanced long-term memory management, diversity-focused information retrieval, and meta-cognitive monitoring for self-improving AI systems.

Fin-MCP Payment Server

Enables AI agents to interact with multiple payment providers (Stripe, Paystack) through a unified API. Supports payment initialization, verification, refunds, customer management, and invoicing without requiring knowledge of specific provider implementations.

MCP SpecNavigator

Enables intelligent navigation and exploration of the Model Context Protocol specification through dynamic markdown tree generation, section search, content retrieval, and upstream synchronization with the official MCP repository.

Dependency Updater AI MCP

Dependency Updater AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

BrandKity MCP Server

Enables AI agents to create, manage, and publish brand kits with colors, typography, logos, and white-label branding via the BrandKity platform.

Budget Planner MCP

Enables budget management, scenario creation, and value updates through natural language, integrating with the Budget Planner MVP.

EduChain MCP Integration Server

An MCP-compatible Flask server that integrates with the educhain Python library to dynamically generate educational content for Claude Desktop, including multiple-choice questions, lesson plans, and flashcards.

React Development Workflow MCP Server

Integrates Zoho Projects, Git, and SonarQube to automate task management, branch creation, code quality checks, and reporting for React developers.

mcp-cloudron

An MCP server for managing Cloudron instances that enables monitoring and controlling self-hosted applications, backups, and infrastructure. It provides tools for listing installed apps, retrieving system status, and performing administrative tasks through the Model Context Protocol.

Follow Plan MCP Server

An MCP server for intelligent project planning and task management featuring task tracking, bug reporting, and feature specification with SQLite persistence. It includes full-text search capabilities and automatic filesystem synchronization to keep project data organized and accessible.

Arsenal MCP

A Kali Linux-based MCP server that exposes over 45 penetration testing tools for AI-assisted security auditing and vulnerability scanning. It features strict scope enforcement, structured output parsing, and persistent finding storage to automate the offensive security workflow.

abap-config-mcp

A standalone MCP server for SAP ABAP development and customizing that connects directly to your SAP system via ADT REST API, enabling AI assistants to search, read, write, activate, transport, debug, and run quality checks on ABAP code, as well as manage customizing/IMG configurations with governed transport recording.

Weather MCP Server

A weather MCP server that provides weather forecasts and alerts using the National Weather Service API

Scientific Paper Reading Assistant

Enables local analysis of scientific papers including PDF parsing, mathematical formula extraction with AST generation, PyTorch code generation from methodology, and automated Markdown report generation with visualizations.