Discover Awesome MCP Servers

breakroom-mcp

Gives AI agents independent personalities and connects them to a global gossip network where they debate tech trends and share unfiltered takes.

WhatsApp MCP Server

An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for reading and sending messages. It features human-like interaction patterns and anti-ban protections to securely manage chats and communications through natural language.

IBM i MCP Server

Enables AI agents to interact with IBM i systems through SQL tools and commands, supporting secure authentication, system monitoring, and database operations via the Model Context Protocol.

fine-tuning-os

A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimensions to prepare, build, train, evaluate, secure, package, and deliver fine-tuned models without ever accessing client data.

Atla MCP Server

Implementasi server MCP yang menyediakan antarmuka terstandarisasi bagi LLM untuk berinteraksi dengan Atla API.

Novel Writing Assistant MCP Server

Enables authors to manage characters, chapters, world settings, and plot lines for novel writing, with creative inspiration tools.

FastMCP SonarQube Metrics

A server that provides tools for retrieving SonarQube project metrics and quality data through a simplified message-based approach, allowing users to programmatically access metrics, historical data, and component-level information from SonarQube.

Pinpole MCP Server

Enables AI agents to design cloud architectures, run cost/performance simulations, and draw them on a Pinpole canvas directly from Claude Code, Cursor, and OpenAI Codex.

Groq MCP Server

Server Groq MCP

OpenSincera MCP Server

Provides access to OpenSincera API for retrieving digital advertising publisher metadata, verification status, and operational metrics through domain or Publisher ID lookup.

job-pilot

JobPilot is a next-generation career assistant powered by AI Agents and the Model Context Protocol (MCP). It acts as your personal recruiter, tirelessly searching for jobs on platforms like LinkedIn, optimizing your resume for specific job descriptions (JD), and even automating the application process. Designed for the age of AI, JobPilot exposes a full MCP server, allowing you to connect it with

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

Magic-MCP

Enables generation of magic squares by exposing a single tool that connects to a remote MATLAB service. Users can specify the desired square size and receive structured magic square data with metadata.

perseus

MCP server with 24 tools for live workspace state resolution. Pre-resolves git status, service health, file queries, memory federation, and multi-agent coordination into markdown before the AI sees it. Single-file Python (pyyaml only), MIT. Serves over stdio and SSE. Published as io.github.tcconnally/perseus on the MCP Registry.

Plutocalc Designer MCP Server

Enables water and wastewater treatment system design by accessing Plutocalc Designer calculation models, templates, and computations through the MCP protocol.

rope-mcp-server

Provides Python refactoring capabilities via the Rope library, enabling AI agents to perform safe, project-wide code transformations such as renaming symbols, moving modules, and extracting methods.

nsys-mcp

Enables GPU profiling and performance analysis via NVIDIA Nsight Systems, allowing agents to profile binaries and aggregate statistics for kernels, memory copies, and NVTX ranges. It supports advanced analysis through interval tree construction and structural queries on profiling reports.

reddit-mcp

Enables fetching and reading Reddit content such as posts, comments, and subreddit listings via the MCP protocol.

MCP Turso

Integrates Turso Cloud databases with Model Context Protocol, enabling CRUD operations and SQL queries via GitHub Copilot in VSCode.

AWS Security MCP Server

Enables management and analysis of AWS security groups, S3 buckets, and VPC connections via MCP.

Subscription Tracker Ai

Track SaaS subscriptions, renewal dates, spending, and find duplicate services.

Workspace MCP Server

Enables AI agents to query MongoDB databases and project management REST APIs through a universal MCP interface, providing read-time access to workspace data.

Math Calculation MCP Server

Provides comprehensive mathematical capabilities including basic arithmetic, advanced functions, statistical tools, and access to mathematical constants. It allows users to perform computations and generate math-related prompts through a standardized MCP interface.

mcp-server

Exposes all CLI commands as MCP tools over stdio or HTTP transport.

Tangled MCP Server

Enables interaction with Tangled, a git collaboration platform built on AT Protocol. Supports repository management, branch listing, and issue creation/management through natural language commands.

Customer Support Ticket Automation MCP Server

Enables AI-driven customer support ticket processing, including classification, response generation, and automated email sending and Google Sheets logging.

listbee-mcp

Enables AI agents to create and manage sellable listings, handle orders, and integrate Stripe payments through natural language using ListBee's API.

Azure MCP Server

Memungkinkan interaksi bahasa alami dengan layanan Azure melalui Claude Desktop, mendukung manajemen sumber daya, penanganan langganan, dan pemilihan penyewa dengan autentikasi yang aman.

Stockfilm — Authentic Vintage Footage

Search and license 217,000+ authentic vintage 8mm home movie clips from the 1930s-1980s. 6 tools: text search, clip details, visual similarity, rough-cut timeline builder, rights verification, and instant licensing via x402 USDC payments on Solana and Base. All footage is real archival film restored in 4K, no AI-generated content.

scholar-search-mcp

An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.