Discover Awesome MCP Servers

mcp-ppsspp

An MCP server that exposes PPSSPP — the PlayStation Portable emulator — to any MCP-compatible client (Claude Desktop, Claude Code, etc.) via PPSSPP's built-in WebSocket debugger interface. Read and write PSP memory, drive games with button input, capture screenshots, set CPU breakpoints, inspect MIPS Allegrex registers — all through a clean tool interface. No bridge plugin needed; PPSSPP's debugg

mcp-weather

A TypeScript-based MCP server that facilitates note management and weather queries. It enables users to create, access, and summarize notes while providing integration for services like flomo.

algorand-mcp

A comprehensive Model Context Protocol (MCP) server providing 50+ tools for Algorand blockchain development, including account management, asset operations, smart contracts, API integration, swap functionality, and advanced transaction capabilities.

o365-Admin MCP

A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execute Graph and Power Platform API calls, enabling administrative tasks via natural language.

Remote MCP Server (Authless)

Deploy a remote MCP server on Cloudflare Workers without authentication. Enables connecting to MCP clients like Cloudflare AI Playground or Claude Desktop via SSE.

Tmux MCP Server

Enables AI assistants to manage local tmux sessions, including creating and controlling sessions, windows, and panes, sending commands, and capturing terminal output.

html2md-mcp

Converts HTML webpages to clean Markdown format, reducing size by ~90-95% while preserving tables, images, and important content. Supports both simple HTTP fetch and Playwright browser mode for JavaScript-heavy or authenticated pages.

Tencent Ad MCP Server

Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI assistants to directly manage ads, creatives, reports, and more via natural language.

ServalSheets

Enables AI agents to interact with Google Sheets through 25 tools and 407 actions, supporting spreadsheet creation, data manipulation, advanced analytics, and enterprise features like safety rails and rate limiting.

grafana-mcp

This MCP server enables natural-language querying of Grafana logs by automatically detecting log sources and service labels. It provides read-only access to log data with intelligent caching for efficient repeat queries.

grasp-mcp-server

36 tools for codebase dependency analysis, architecture mapping, circular deps, security scanning, dead code, git timeline, and CI tracking. Works with GitHub repos and local directories.

GitLab MCP Server

Enables interaction with GitLab repositories through secure OAuth 2.0 authentication. Supports comprehensive GitLab operations including merge requests, issues, file management, commits, and branch operations through natural language.

aks-mcp-server

Đang nghịch ngợm với các máy chủ MCP và AKS.

Weather MCP Service

Provides live weather data and forecasts for any location worldwide through both REST API and MCP endpoints. Supports current weather, multi-day forecasts, and various location formats including city names, coordinates, ZIP codes, and airport codes.

BigTime MCP Server

Provides Claude with access to BigTime's time tracking and project management API, enabling retrieval of clients, projects, staff, time entries, and daily totals.

Claude Stats MCP

Provides statistical analysis and usage tracking for Claude Code, enabling users to query daily/monthly stats, compare users, analyze trends, detect anomalies, and generate usage reports through natural language.

Test Analyzer MCP Server

Enables comprehensive analysis of JavaScript/TypeScript project testing setups by detecting frameworks like Jest, Vitest, and Cypress, analyzing test coverage metrics, and generating actionable recommendations for improving test quality. Provides detailed insights into test structure, dependencies, and coverage thresholds with visual feedback.

Weather MCP Server

Enables users to get weather alerts and forecasts through natural language interactions. Provides real-time weather information and alert notifications via MCP tools.

nab

Ultra-fast web fetcher and MCP server written in Rust. Fetches any URL as clean Markdown with HTTP/3, JavaScript rendering, anti-fingerprinting, browser cookie authentication from Chrome/Firefox/Brave, and 1Password integration.

carbon-cashmere-mcp

Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analytics, derivatives, and Bittensor subnets. Pay-per-call via x402 USDC on Base/Solana/Algorand/Stellar or $9.99/mo API key.

Find Library MCP Server

An MCP server that enables searching for specific files by name within the current directory and its subdirectories. It uses Server-Sent Events (SSE) to provide a find_file tool for locating local files and libraries.

MCP for Stock Market Analysis

A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.

Google Sheets MCP

Một trình kết nối Giao thức Bối cảnh Mô hình (MCP) cho phép các tác nhân AI tương tác trực tiếp với Google Sheets, cho phép tạo, đọc và sửa đổi bảng tính thông qua ngôn ngữ tự nhiên.

Clinical Trials MCP Server

Provides programmatic access to ClinicalTrials.gov API with 18 specialized tools for searching, analyzing, and retrieving detailed information about 400,000+ clinical trials worldwide, including filtering by condition, location, phase, sponsor, eligibility criteria, and outcomes.

Wolai MCP Server

Enables AI agents to interact with Wolai knowledge bases to read, write, and search pages, as well as manage databases and file uploads. It supports comprehensive content operations including block management and hierarchy navigation via the Model Context Protocol.

CodeBase Optimizer

Provides comprehensive codebase analysis including project structure evaluation, cross-language duplicate detection, microservices validation, and configuration optimization with AI-powered pattern learning that generates actionable improvement reports.

EasyPanel MCP Server

Enables AI agents to manage infrastructure and deploy Docker services through EasyPanel using natural language commands. It supports full lifecycle management of services, deployments, and networks while facilitating automated scaling and assisted debugging.

pricepilot-glama-mcp-server

Free competitive pricing intelligence for SMB CPG brands. Check where any product price sits in its Amazon category, track pricing trends, and compare products — no NielsenIQ or SPINS subscription needed.

quiver-quant-mcp

Enables querying alternative financial data including congressional trades, insider transactions, government contracts, and WallStreetBets activity through the Quiver Quantitative API.