Discover Awesome MCP Servers

mnemory

Self-hosted MCP server giving AI agents persistent memory for personalization and context across conversations.

LMStudio-MCP

A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.

mitre-atlas-mcp

Enables querying MITRE ATLAS adversarial AI threat intelligence, including techniques, tactics, and case studies, through natural language.

QQ Channel Data Collector

Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

resmd MCP Server

Expose resmd as a Model Context Protocol (MCP) server so AI agents and automation tools can programmatically create, edit, tailor, and export resumes.

Google Search Console MCP Server

Provides programmatic access to Google Search Console API data through Claude Code and Cursor, enabling search analytics, sitemap info, URL inspection, and indexing submission.

Dev MCP Prompt Server

A lightweight server that provides curated, high-quality prompts for common development tasks like UI/UX design, project setup, and debugging to enhance AI-powered development workflows.

Cloudflare Playwright MCP

Enables AI assistants to control a browser for web automation tasks like navigation, typing, clicking, and taking screenshots.

autoria-mcp

An MCP server that exposes the AUTO.RIA used-cars REST API to AI agents, providing programmatic access to the Ukrainian used-car market without scraping.

yfnhanced-mcp

Production-grade financial data infrastructure for AI assistants, providing reliable market data from Yahoo Finance with enterprise resilience patterns.

polyorderbooks

Historical Polymarket order book depth — full L2 bid/ask ladders at 1-second resolution on resolved markets, plus prices, spread and liquidity. Polymarket archives no order book history, so this serves depth captured live.

AOJ Workbench

Private remote HTTP MCP server that provides a unified endpoint to interact with Google Workspace services (Drive, Sheets, Gmail, Calendar, Docs, Forms) and other toolkits through the Composio provider layer.

mcp-weather

An MCP server that aggregates data from six weather sources to provide current conditions, forecasts, air quality, and aviation METAR information, specifically optimized for European and Nordic locations. It supports multi-source data merging and functions without API keys for several integrated providers.

Gmail MCP Server

Enables sending emails through Gmail using Google's Gmail API. Requires OAuth authentication setup through Google Cloud Console.

forgejo-mcp

Enables AI agents to interact with a Forgejo instance as an authenticated user, supporting issues, pull requests, repositories, and notifications.

Next.js DevTools MCP

Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development servers to query application state.

o2 Exchange MCP Server

Enables AI agents to interact with the o2 Exchange on the Fuel Network to perform on-chain trading, manage accounts, and access real-time market data. It provides tools for executing various order types and calculating over 16 technical indicators for comprehensive market analysis.

tg-recall-mcp

Local-first, read-only MCP server for searching and retrieving cited evidence from archived Telegram chats, including transcripts and media metadata.

Healthcare Analytics MCP Server

Enables comprehensive healthcare data analysis using Tuva Health demo data with tools for value-based care analytics, quality measures, utilization analysis, and financial metrics. Supports patient demographics, PMPM analysis, chronic conditions tracking, readmissions analysis, and HCC risk scoring through BigQuery integration.

ESP RainMaker MCP Server

Enables MCP-compatible clients to interact with ESP RainMaker devices for node management, parameter control, scheduling, and group management via the official CLI.

shopify-multi-store

Enables secure management of multiple Shopify Admin stores through separate aliases and access tokens, supporting GraphQL queries and mutations with per-store authorization.

fashion-inventory-mcp

Enables natural-language shopping queries on a fashion inventory flat file, with tools for searching products and recommending matching items via OpenAI.

MCP Server Tauri

Enables AI assistants to build, test, and debug Tauri v2 applications with UI automation, IPC monitoring, mobile device management, and real-time access to screenshots, DOM state, and console logs.

WizTree MCP Server

Bridges AI assistants with WizTree to scan drives, find large files/folders, and perform intelligent cleanups.

ollama-handoff

Offloads cheap work from cloud LLM agents to a local Ollama model, reducing costs and keeping frontier models focused on complex tasks.

LeanMCP Minimal Server

A minimal MCP server framework that enables zero-config tool discovery and streamable HTTP transport using the LeanMCP SDK. It allows developers to build type-safe services with automatic schema validation and integrated React UI components.

SNOMED CT MCP Server

An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR R4 terminology server supporting SNOMED CT and ECL. Offers tools for searching by term, fetching by code, and navigating the concept hierarchy.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

wraith-mcp

An AI-native stealth browser MCP server that uses AI vision navigation and bot detection bypass, enabling natural language browser automation.

Artifacts

MCP server that turns agent-generated Markdown, HTML, and text into persistent links, with tools to create, update, remove, list, and retrieve artifacts.