Discover Awesome MCP Servers

usecortex-mcp

Persistent memory for AI coding agents. Store coding standards, architecture decisions, and project context across sessions with AES-256 encryption.

Israel Weather MCP

Enables LLMs to query real-time weather data in Israel by automating a browser to scrape weather2day.co.il.

Lambda Performance MCP Server

Enables comprehensive analysis of AWS Lambda performance including cold start tracking, memory utilization monitoring, cost analysis, and optimization recommendations. Provides real-time metrics, comparative analysis across multiple functions, and actionable insights to improve Lambda performance and reduce costs.

Document Retrieval MCP Server

Enables AI agents to search and retrieve relevant document content from existing embeddings stored in Supabase vector database. Provides semantic search capabilities to find document chunks based on similarity to query text without generating new embeddings.

Content Plan Builder

An MCP server that uses AI to generate structured Asana project plans from diverse sources like text, PDFs, and meeting transcripts. It enables users to preview, generate, and directly sync detailed task lists, subtasks, and dependencies into Asana.

NPM MCP Server

A Model Context Protocol server that enables language models to interact with npm services securely, providing tools for package management, project initialization, script execution, and security auditing.

QR Code MCP Server

Enables generation of QR codes from text or URLs in multiple formats (DataURL, SVG, terminal display) with customizable options like error correction, colors, and size. Supports batch processing of multiple QR codes and integrates seamlessly with MCP-compatible clients.

Enhanced Web Scraper MCP Server

Enables web scraping, React app testing, and React Native web app inspection using Playwright with multi-browser support. Provides backward compatibility with regular websites while offering enhanced features for React applications including mobile viewport emulation and component analysis.

Alexandria2

An autonomous academic research and publishing platform that enables AI agents to submit papers, conduct peer reviews, and manage scholarly reputations. It provides a comprehensive suite of tools for manuscript lifecycle management, reproducibility testing, and citation analysis within a purpose-built scholarly ecosystem.

MCP Project Query Server

Enables users to manage projects and retrieve random wallpapers through a TypeScript-based MCP server. Supports project queries, creation, and Bing wallpaper retrieval with Spring Boot-style architecture.

FeedOracle Compliance MCP Server

53 regulatory compliance evidence tools across 3 MCP servers for AI agents. MiCA authorization status, DORA evidence packs, stablecoin risk scoring (105+ tokens), macro intelligence (86 FRED series). Every response ECDSA-signed (ES256K), blockchain-anchored, audit-ready. Free tier, OAuth 2.0.

Mooring

Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues, and Actions from MCP.

MCP Atlassian

Integration server that connects AI assistants to Atlassian products (Confluence & Jira), enabling natural language interactions for searching content, managing issues, creating documents, and updating project information.

Git Workflow Automation MCP Server

Provides automated Git workflow tools for committing, creating pull requests, and merging with proper GitHub authentication handling. Supports complete Git workflows from commit to merge with dry run capabilities and conventional commit formatting.

ai-memory

Persistent memory for any AI assistant. Zero token cost until recall. Stores memories in local SQLite, ranks by 6-factor scoring, returns results 79% smaller than JSON. Works with Claude, ChatGPT, Grok, Cursor, Windsurf, and any MCP client.

Python MCP Server Development Framework

A comprehensive framework for building reliable Python MCP servers that enforces incremental development practices through Cursor Rules, featuring built-in security measures and a smart rule system.

CodeBox-AI

Un servicio seguro de ejecución de código Python diseñado para integrarse con LLMs como GPT y Claude, que ofrece una alternativa auto-hospedada al Code Interpreter de OpenAI. Ahora con servidor MCP.

YouTube MCP Server Enhanced

Enables AI language models to interact with YouTube content through the YouTube Data API, including retrieving video details, transcripts, channel information, playlists, and searching videos with enhanced responses that include direct URLs.

mcp-safeguard

An MCP server that provides safeguard capabilities to protect against prompt injection and unsafe tool calls.

ECharts MCP

An MCP (Model Context Protocol) server that enables LLMs to generate ECharts visualizations by accepting chart type, data and parameters and returning cloud image URLs of the generated charts.

LinkedIn Jobs MCP Server

Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated session cookies, enabling job search and details retrieval without per-run costs.

Reuters Business and Financial News MCP Server

Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

Marcus Local MCP Server

Enables AI assistants to semantically search through indexed documentation websites and local code repositories using OpenAI embeddings and ChromaDB vector storage.

Beeper MCP Server

Enables interaction with blockchain chains through a note storage system that allows adding, accessing, and summarizing notes via custom URI schemes.

Obsidian MCP Server

Enables AI assistants to read, write, search, and navigate Obsidian vault notes with support for CRUD operations, full-text search, graph navigation, daily notes, and frontmatter management.

MCPDischarge

Enables automated cross-department healthcare discharge coordination using MCP, integrating EHR, Pharmacy, and Billing with RBAC and PHI boundary enforcement.

postfast-mcp

Schedule and manage social media posts across 10 platforms (Instagram, Facebook, TikTok, X, LinkedIn, YouTube, Threads, Pinterest, Bluesky, Telegram) from any MCP-compatible AI assistant. Supports batch posting, media uploads, analytics, and platform-specific features like Reels, Shorts, and carousels.

OpenFoodFacts-mcp

This MCP is used to get realtime food data from OpenFoodFacts database. OpenFoodFacts is a largest food database in the world.

MCP WebSearch Server

Enables web searching via Google Search and AI Mode, plus advanced web scraping capabilities including content extraction in multiple formats, link extraction, and batch scraping of multiple URLs.

artscii

ASCII art & kaomoji for AI agents, CLI tools, and chatbots.