Discover Awesome MCP Servers

Gravitas-Core-MCP

Production-grade, autonomous Model Context Protocol (MCP) server that elevates AI models from stateless code generators into persistent, self-verifying software engineers.

Math Addition MCP Server

A simple MCP server that provides a tool for adding two numbers, designed for testing MCP integration with Claude.

Whoop MCP Server

Enables Claude to read your Whoop recovery, sleep, cycle, and workout data through natural language queries.

KoboToolbox MCP Server

Enables MCP clients to query and export KoboToolbox field data using natural language, allowing users to ask questions about submissions and export data without manual logins.

VNStock Agent MCP Server

MCP server for Vietnamese stock market data, enabling AI assistants to access stock history, financials, company info, and global market data through 21 tools.

Context MCP Server

A CloudFlare Workers-based MCP server that provides semantic memory and journal capabilities with vector search. Enables users to store, search, and retrieve memories and journal entries using AI-powered semantic similarity without any local setup required.

arxiv-analyzer

Enables LLM agents to search arXiv, download papers, parse PDFs into structured sections, and extract key findings using client-side LLMs. Features persistent caching and layout-aware PDF extraction.

tamim-mcp-server

Converts images to PDF with support for local files, URLs, and base64 input, compatible with any AI agent via HTTP or stdio transport.

yt-zoho-mcp

MCP server for Zoho Mail that enables searching, reading, sending, and managing email messages across folders via natural language.

SimuLoom MCP

Contract-driven service virtualization and synthetic test-data management server that enables simulating APIs from OpenAPI contracts through MCP tools.

content-research-mcp

Combines Naver DataLab trends, blog/news search, translation, and Unsplash images into a single research pipeline for content creators. Generates comprehensive research reports from a single query.

warframe-calculator-mcp

MCP server for Warframe damage calculation and discrete event simulation, providing tools for build resolution, damage panels, expected hits, build comparison, slot optimization, and specialized Akarius Prime AOE simulation.

Domain Search MCP

Fast domain availability checker that searches across multiple registrars (Porkbun, Namecheap) and protocols (RDAP, WHOIS) to find available domains, compare pricing, get suggestions, and check social media username availability.

Zerodha Trading Bot

A Node.js-based trading bot that integrates with the Zerodha platform to provide automated stock trading operations through MCP tools including session management, buy/sell operations, and portfolio tracking.

Sumi Docs MCP

Read-only MCP server that exposes the curated Sumi Docs corpus through four tools, enabling agents to query documentation content programmatically.

INITE Brain

An open-source bitemporal knowledge graph that provides long-term memory for AI agents via a native MCP endpoint, enabling conflict-aware ingest and hybrid retrieval.

test-lnar-hosting-python-postgres

Enables CRUD operations on notes stored in PostgreSQL, with tools to list, create, update, delete notes and tags. The server provides both REST API and MCP endpoints via a single FastAPI process.

Apple MCP

A collection of Apple-native tools for the MCP protocol that enables AI assistants to interact with Apple applications including Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps.

GameCodex

MCP server that provides game design lenses and knowledge base docs to help AI assistants and programmers make better design decisions during game development.

MCP Azure DevOps Server

MCP server for Azure DevOps Git operations integration with AWS Q, enabling repository search, repository info retrieval, and access to pipeline variables and variable groups.

Zoho Projects MCP Server

Enables AI assistants to interact with Zoho Projects for managing projects, tasks, issues, milestones, users, and performing searches. Supports comprehensive project management operations through natural language with automatic OAuth token handling.

spine-mcp

MCP server for creating Spine 2D animations from cut-up characters, generating runtime skeletons, packed atlases, and editable Spine projects.

Nacos MCP Server

Um servidor que permite a interação com o serviço de descoberta e gerenciamento de configuração do Nacos por meio de Grandes Modelos de Linguagem, fornecendo acesso somente leitura a namespaces, serviços e configurações.

playwright-sse-mcp-server

An MCP server that provides browser automation capabilities via Playwright using Server-Sent Events (SSE). It enables clients to perform web operations and scraping through a containerized Docker environment.

dns-security-mcp

Comprehensive DNS security toolkit for AI agents: 103 tools across 13 categories including DNSSEC validation, subdomain takeover detection, email security audit, and more, all running locally with no external API calls required.

cloudwatch-mcp

Provides AI assistants with read-only access to AWS CloudWatch Logs for production debugging and log analysis, enabling error searching and bug report generation.

mesen-for-ai

MCP server that launches Mesen/MesenCE headlessly and exposes the emulator's debugger-face Lua API over MCP JSON-RPC, enabling AI agents to load ROMs, step frames, inspect memory/registers, manage breakpoints/watches, trace execution, and export Code/Data Logger maps for SNES, NES, PC Engine, and Game Boy Advance.

OASIS Unified MCP Server

This server integrates the OASIS, OpenSERV, and STAR platforms to provide tools for managing digital identities, minting NFTs, and orchestrating AI agent workflows. It also supports smart contract generation across multiple blockchains and direct Solana RPC operations for transaction management.

kvm-pilot

An MCP server that gives AI agents smart hands for physical machines, controlling them via IP-KVM, BMC, and SSH with visual boot-phase classification and operator-gated actions.