Discover Awesome MCP Servers

Fan Out Query MCP

Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.

HAL (HTTP API Layer)

HAL (HTTP API Layer) is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models.

Agentic RAG MCP Server

A local Retrieval-Augmented Generation system that enables AI agents to query and retrieve information from document collections using ChromaDB vector search and Ollama LLMs through a FastAPI interface.

@runapi.ai/gpt-image-2-mcp

An MCP server that enables AI image editing and generation using the GPT Image 2 model line via RunAPI, with task polling and pricing checks.

SecureAnnex MCP Server

A Model Context Protocol (MCP) server for analyzing browser extension security

KiCAD-MCP-Server

KiCAD-MCP-Server

Playwright Browser MCP App

Drives a real Chromium browser with Playwright, providing a live, clickable view of the page for the model to browse and the user to interact with.

Aquifer

A MCP Runtime for dealing with spiky agentic traffic in golang

Instagram Download MCP Server

Enables AI assistants to download Instagram content including posts, videos, reels, stories, highlights, and profile pictures using Instaloader, with optional metadata and caption extraction.

FMP MCP Server

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

Power Switch Pro MCP Server

MCP server for controlling and monitoring Digital Loggers Power Switch Pro devices, enabling outlet control, power monitoring, and device management through natural language.

mcp-server-unipile

Provides 95 tools to connect AI assistants to LinkedIn, Email, Calendar, WhatsApp, Instagram, and Telegram through the Unipile API, enabling cross-platform messaging, search, and account management.

citedhealth-mcp

MCP server for CITED Health that allows AI assistants to query evidence-based supplement data, including ingredient evidence grades, health conditions, PubMed papers, glossary terms, and educational guides.

心知天气 MCP Server

Enables real-time weather queries for 400+ cities in China through the Seniverse Weather API. Provides secure weather data access with HMAC-SHA1 authentication and full MCP protocol compatibility.

dwf-analyzer-mcp

An MCP server for analyzing DWF files using Amazon Bedrock's Nova Pro model, enabling visual analysis, metadata extraction, and image extraction from DWF drawings.

Ultra Debugger

Enables comprehensive JavaScript code analysis and debugging using ESLint and custom pattern matching. Identifies syntax errors, potential bugs, code quality issues, and provides actionable fix suggestions for single files or entire projects.

Spec-Driven IntelliMatch / iSuite MCP

Enables interaction with IntelliMatch recruiting and iSuite insurance systems through spec-driven MCP tools, allowing natural language queries for candidate search, policy management, claims, and workflows.

soundcloud-mcp-server

An MCP server that gives Claude access to your SoundCloud library, allowing you to manage playlists and tracks through natural language.

Next.js MCP Server Template

A template for deploying Model Context Protocol servers as Next.js routes using the mcp-handler adapter, enabling easy integration of MCP tools, prompts, and resources into any Next.js application.

VideoGenerationMCP

An MCP server for video generation using Kling Omni and Seedance 2 via PiAPI, with ElevenLabs voiceovers and Hebrew BVAC lipsync, featuring local validation before API calls.

Cin7 Core Meta MCP Server

Enables AI to dynamically discover and invoke any Cin7 Core API endpoint using three generic tools (list, describe, invoke) plus a bug-report tool, covering the entire API surface without predefined endpoints.

Jokes MCP Server

Enables users to retrieve various types of jokes including Chuck Norris and Dad jokes through natural language requests. Demonstrates MCP integration with Microsoft Copilot Studio and GitHub Copilot for humor-focused AI interactions.

WhatsApp MCP Server (TypeScript)

Enables AI agents to interact with your personal WhatsApp account to search messages, list chats, and send messages. It stores all authentication and message data locally using SQLite for privacy and direct multi-device API connection.

Jira MCP Server

A simple MCP server that provides access to Jira issues from Cursor AI, allowing users to reference and query Jira tickets directly in the chat panel.

LinkedIn Content Creation MCP Server

Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.

xhs-mcp-light

A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (Little Red Book) via browser automation. Supports login, image-text note publishing with up to 9 images, and search.

Voice Recognition MCP Service

Provides voice recognition and text extraction capabilities with support for both stdio and MCP modes, processing audio files or base64 encoded data and returning structured results with language, emotion, and speaker information.

patchwork-mcp-server

Enables LLM agents to query Patchwork kernel patches, series, CI checks, and comments via natural language through a read-only MCP server.

llm-gateway-mcp

A self-hostable MCP server that routes prompts to multiple LLM providers using declarative policies, with multi-role orchestration for independence and verification.

MCP Smart Filesystem Server

Provides LLM-optimized filesystem access with intelligent file pagination for large files, lightning-fast ripgrep-powered code search with regex support, and security sandboxing to safely explore and search codebases.