Discover Awesome MCP Servers

Semesters MCP Server

Enables AI assistants to build trauma-informed, dyslexia-friendly educational software with specialized tools for accessible UI generation, content review, and multisensory learning activities.

ntop-ai-helper-mcp

Troubleshoot nTop issues with AI-powered error diagnosis, swarm analysis, screen capture, and macro automation.

myinstants-mcp

Enables AI agents to search, browse, and play millions of meme sounds and sound effects from myinstants.com directly through the user's speakers. It supports streaming audio for trending clips, categories, and viral soundboard buttons to enhance agent interactions with reactive audio.

FPF Agent Stack

Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandboxed file operations through AgentFS, and dynamic skill loading. Exposes capabilities via MCP with tri-state safety guards for private, air-gapped environments without network connectivity or API costs.

Instagram MCP Server

Enables AI agents to access Instagram Business account analytics and insights, including follower demographics, post performance, and audience reach.

today-work-log

Extracts today's Git commit history and code changes from a local repository, filtering by the current user and excluding merge commits, for integration with MCP clients like Claude Desktop.

mcp-maigret

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.

Fabric MCP Server

Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies) through MCP, automatically syncing with the upstream repository to enable powerful prompt templates in AI workflows.

Uber External Ads API MCP Server

Enables users to manage Uber advertising campaigns through natural language by providing access to Uber's External Ads API. Supports campaign creation, retrieval, updating, and deletion with comprehensive filtering and configuration options.

Google Ads MCP Server

Enables AI agents to interact with Google Ads accounts via the Google Ads API, providing tools for account search, resource metadata retrieval, and customer listing, along with access to API discovery documents and reporting metrics.

MCP Crypto Portfolio

Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypto portfolio management, automated reporting, and AI-powered risk analysis with enterprise-grade security and observability.

Image Converter MCP Server

Enables conversion between multiple image formats including JPG, PNG, WebP, GIF, BMP, TIFF, SVG, ICO, and AVIF with quality control and batch processing capabilities.

Walutomat MCP Server

Provides tools for managing wallet operations, transfers, and currency exchanges through the Walutomat platform, including balance checking, transfers, and market operations.

@posteahora/mcp

Enables AI agents to create, schedule, and publish social media posts across Instagram, X/Twitter, LinkedIn, Threads, Facebook, and other platforms via the PosteAhora API.

RAG Application

MCPサーバー統合によるRetrieval-Augmented Generation (RAG) アプリケーションのデモ。

UnifyAPI

One API key and one billing rail for hundreds of API tools across many providers — exposed to AI agents through a single MCP endpoint and billed per call with x402 crypto payments.

Canon Camera MCP

A minimal server for controlling Canon cameras remotely via the Canon Camera Control API, using FastMCP for streamable HTTP transport.

mcp-postgres

PostgreSQL administration MCP server for read-only inspection, monitoring, and non-destructive maintenance, enabling safe database interaction via assistants like Claude without data modification.

super-hevy-mcp

MCP server for the Hevy workout tracker that enables users to query training history, log workouts, and manage routines via natural language.

Nova

Gives an LLM agent control of the macOS desktop from a single self-contained Rust binary: Set-of-Mark numbered screenshots, Accessibility-tree clicks with browser-JS fallback for web content, Apple Vision OCR, mouse, keyboard, and clipboard.

drop

Publishes HTML pages straight from your AI assistant to a shareable URL, then lets you manage them - update, list, search, fetch, and delete pages in a public or private workspace. Turns "share what I just made" into a single tool call from Claude, Cursor, or any MCP client.

Kubernetes MCP Server

Enables Claude Desktop to interact with Kubernetes clusters using kubectl and helm, providing tools for querying pods, services, Helm releases, and analyzing versions.

Healthcare Document Intelligence MCP Server

Enables document search, grounded question answering, summarization, patient timeline extraction, and PHI redaction for healthcare documents using retrieval-augmented generation.

@humanagencyp/deploy-mcp

Enables agents to deploy software via GitHub Actions only with a signed receipt, providing gated tools to resolve refs, list deployments/environments, and dispatch pipelines for a specific commit.

Monti APM MCP Server

Enables AI assistants to interact with Monti APM for Meteor application performance monitoring.

RAG Query MCP Server

Enables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.

Microlink

It turns natural-language requests into Microlink calls: take screenshots, generate PDFs, extract metadata or readable text, detect video/audio sources, run Lighthouse audits, scrape custom fields with CSS selectors and more

livostyle-catalog-mcp

Live access to 2,766+ women's fashion products from Livostyle.com via 6 tools — search products, get product details, list 158 collections, generate outfit recommendations by occasion/budget/season, and view catalog stats. Weekly-synced from Shopify; MIT-licensed open dataset.

QA-MCP-Learning-Lab

Showcases principal-level QA architecture using MCP tools and Playwright for validating security, business workflows, contract safety, and cross-layer consistency.

personal-mcp-context

A Model Context Protocol server that stores personal context as structured Markdown files with a knowledge graph, enabling AI agents to query identity, devices, servers, and projects on-demand.