Discover Awesome MCP Servers

transcend-mcp-server

AI-powered route optimization MCP server for heavy vehicles and logistics. Calculate truck-optimized routes, predict traffic congestion with LSTM neural networks, compute toll costs, fuel costs and CO2 emissions, find truck stops and check weather along any European route.

Finance MCP Server

Enables fetching real-time financial market data, including price, key metrics, and news headlines, for stock tickers using the yfinance API.

memory-mcp-ce

Persistent semantic memory for AI agents using PostgreSQL and vector embeddings, enabling cross-session continuity and semantic search.

sql-specialist-mcp

Enables natural-language querying of a SQLite database through a locally served, fine-tuned text-to-SQL model exposed as an MCP tool, offering fast and cost-free SQL generation and execution.

BTSP MCP Server

Enables managing BTSP tickets, downloading logs, and searching tickets via natural language.

QueryForge

A unified MCP server that lets Claude query any SQLite database and build live Streamlit dashboards — all from a single conversation.

social-video-mcp

An MCP server that enables AI agents to play and control YouTube and TikTok videos through a native mpv player window. It supports browsing subscriptions, searching content, managing playlists, and fetching video metadata using authenticated browser cookies.

vk-ads-mcp

Enables managing VK Ads campaigns via MCP clients, with read-only by default and optional write operations for campaign management.

Google Search Console Audit MCP

Read-only MCP server for Google Search Console: performance queries, URL inspection, indexing checks, sitemaps, and one-call HTML SEO audit reports.

aethyn-browser-mcp

An MCP server enabling AI agents to drive a real browser through residential proxies with per-task geo (country/city) and sticky identity, all chosen at call time.

edstem_mcp

An MCP server that allows AI assistants to access EdStem course discussion boards, including listing courses, fetching posts, searching, and retrieving thread details, with automated SSO login support for Georgia Tech.

ezd-puw-mcp

MCP server for the EZD PUW electronic document management system of Polish public administration, providing 91 tools covering the full API for documents, cases, correspondence, ePUAP, eDelivery, blockchain, and more.

mcp-server-unity

Enables AI assistants like Claude to interact with Unity projects programmatically, supporting project management, asset creation, and build automation.

pagecast

Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg

spotify-mcp

This is a 93-tool Spotify MCP server for Claude, Cursor, and any MCP client. Smart shuffle, vibe analysis, natural language search, artist networks, and more.

x402engine-mcp

MCP server providing AI agents access to 38 pay-per-call APIs (LLM, image, code, audio, crypto, web, IPFS) via HTTP 402 micropayments in USDC/USDm.

xbridge-mcp

MCP server for xAI Grok API with 19 tools for chat, web and X search, session management, tool chaining, image and video generation, and documentation.

re-ios

MCP server for iOS reverse engineering, enabling static analysis of IPA/Mach-O binaries and dynamic instrumentation via Frida for tasks like IAP interception and FairPlay decryption.

Hyperliquid MCP Server v6

Hyperliquid MCP Server v6 - Sebuah server Model Context Protocol untuk berinteraksi dengan API bursa Hyperliquid.

Seoul OpenData MCP

An MCP server that provides access to Seoul's real-time city data (population, transit, air quality, weather, cultural events, etc.) and batch statistics, enabling natural language queries about Seoul. It also includes a catalog of raw Seoul Open Data Plaza datasets.

Ketchup Draw MCP Server

Enables AI image generation through Ketchup AI with automatic prompt optimization and cloud hosting via URUSAI!, supporting multiple aspect ratios and proxy configuration for accessibility.

doc-bot

Provides AI assistants with intelligent access to project documentation and API references through smart search, contextual rules, and Docset integration. Enables AI to understand project-specific conventions, patterns, and official framework documentation without token limits.

MCP Weather Server Demo

Fetches current weather information for any city using the Open-Meteo API through a simple MCP tool interface.

MCP Log Analytics

Exposes Azure Log Analytics workspace data with tools for querying AuditLogs and AzureActivity tables, supporting custom KQL queries, time range filters, and pagination.

slurm-mcp

Enables agents to query Slurm scheduler state safely through a read-only allowlist, with progressive disclosure to minimize context usage.

permitd MCP Server

Gates agent tool execution with human approval, audit trails, and replay-resistant permits, enabling safe use of tools in agent loops.

MacroOracle

US Macro Economic Intelligence MCP — 8 tools for Fed rates, inflation, yield curve, labor market, GDP via FRED. Part of ToolOracle.

Discord Cloud MCP

Provides full Discord API access via the Model Context Protocol, allowing users to manage servers, messages, channels, and webhooks through MCP clients. It is specifically designed for deployment on Cloudflare Workers to facilitate remote bot control.

Hunter

AI-driven penetration testing MCP server that equips Claude with 13 tools for automated reconnaissance, analysis, vulnerability validation, and exploitation.

Servidor MCP de tareas

Implementa un servidor Model Context Protocol (MCP) que administra tareas en un archivo JSON local y expone un recurso, dos herramientas y un prompt.