Discover Awesome MCP Servers

Custom MCP Server with RAG & Tools

Enables notes management, weather and news search, document ingestion and RAG-based semantic search using GroundX, with OpenAI GPT integration for summarization and completions.

Shopify MCP Server

MCP server for managing Shopify stores via the Admin GraphQL API, providing tools to read/update products, orders, customers, inventory, and create discount codes.

Gainium

Read and manage Gainium DCA/Combo/Grid bots, deals, balances, backtests, the crypto screener, and curated strategy presets via MCP.

arxiv-mcp-server

基本 arXiv MCP 服务器 (Jīběn arXiv MCP fúwùqì)

CaseClerk

MCP server that indexes and searches law firm case documents and drafts Outlook-ready emails, scoped to one client and case at a time.

mcp-ukhsa

Enables natural language queries about UK Health Security Agency (UKHSA) data through the Pipeworx MCP gateway, with no API key required.

Capacities MCP Worker

A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabling Claude on any device to interact with your Capacities knowledge base.

Local Research MCP Server

Enables AI assistants to search the web using DuckDuckGo and extract clean text content from websites for real-time research, with all processing happening locally for complete privacy.

platform-eng-copilot

Enables platform engineering workflows via GitHub Copilot, including creating repositories from templates and provisioning Azure deployment environments.

Memara

Memara MCP Server provides persistent memory capabilities for Claude Desktop through Server-Sent Events transport. Store conversations, insights, and knowledge with semantic search. Transform Claude from stateless assistant to memory-enabled AI companion.

Market Sizing MCP Server

Provides comprehensive market research and business analysis capabilities by integrating with eight major economic data sources like FRED, World Bank, and Census Bureau. It offers 28 specialized tools for calculating TAM/SAM, conducting industry analysis, and performing financial forecasting.

cypher-mcp

Monetized graph answers over Bitcoin Lightning. Sells priced answers from a graph via operator-authored, parameterized, named Cypher query templates.

barcode-scanner-mcp

MCP server for scanning and generating barcodes and QR codes. Enables decoding barcodes from images, generating QR codes, and creating barcodes in multiple formats.

SEFAZ RN Certidão Negativa de Débitos MCP

Provides a single read-only tool to consult Certidão Negativa de Débitos (negative debt certificates) from SEFAZ RN, the state tax authority of Rio Grande do Norte, Brazil.

ShellBridge

Give ChatGPT fast, safe, and auditable visibility into your VPS through MCP.

wDVC MCP

Model Context Protocol server for wDVC that provides tools for architecting DVC pipelines, generating Docker worker commands, searching patterns, and scaffolding wDVC projects.

Canvas MCP

Enables interaction with Canvas LMS to access courses, modules, files, pages, assignments, submissions, announcements, upcoming deadlines, and syllabus.

Markdown Memory Context MCP Server

Enables AI agents to maintain a structured Markdown or Obsidian memory vault with tools for reading, writing, searching, and organizing notes.

Whatsapp Universal MCP Server

Provides a standardized interface for interacting with WhatsApp's tools and services through a unified API.

cpt-analysis-mcp-server

Connects Claude Desktop to a healthcare claims database for natural-language analysis of CPT codes, reimbursement rates, payer performance, and denial patterns.

runwayMCP

runwayMCP enables job seekers to evaluate US job postings by automatically checking a company's H-1B sponsorship history using real USCIS data, helping them avoid wasting time on roles that won't sponsor visas.

French Tax MCP Server

Enables AI assistants to calculate French individual income tax and retrieve current tax brackets using official government data. Supports household composition calculations and provides up-to-date tax information for French residents.

Shopify Content Engine MCP Server

Enables agents to validate product content drafts and trigger the Shopify AI content engine workflow to generate complete marketing kits including SEO, ads, blog posts, and images.

vision-mcp

Enables AI-powered vision analysis using local Ollama models. Supports screenshot analysis, OCR, text detection, and health monitoring via MCP protocol.

SicariusGuard

7-layer Solana safety oracle and security infrastructure for AI agents.

depot-mcp

Gives LLMs structured access to Warhammer 40,000 (10th edition) game data: faction lists, unit datasheets, stratagems, detachments and enhancements.

NutriRef

USDA nutrition API optimized for AI agents. x402 + USDC on Base

Abstraxn Public Web3 MCP

A free public MCP server for Web3 data, providing live chain info, token prices, market data, wallet/token lookups, and travel search, with optional pay-per-call tools settled via x402.

graph-mcp-java-gen

Enables users to turn natural-language requests into validated, compilable Java test methods, grounded in a graph catalog to prevent hallucinated imports and ungrounded symbols.

pyaterochka-mcp

An unofficial MCP server for interacting with Pyaterochka (5ka.ru) grocery store, enabling product search, cart management, and order delivery.