Discover Awesome MCP Servers

ftc-mcp

MCP server that injects verified FTC documentation and code examples into AI assistants, enabling teams to write correct, competition-ready Java robot code through natural language.

Drive-Time Plotter MCP

Analyzes traffic patterns throughout the day using Google Maps API and provides visual insights and recommendations for optimal commute times.

mcp-adf

Enables interaction with Azure Data Factory instances, allowing users to list, read, create, update, and trigger pipelines, datasets, linked services, and runs through natural language.

PostEx MCP Server

MCP server providing tools to interact with the PostEx Merchant API for order management, tracking, and other logistics operations.

atlas-mcp

Connect AI coding agents to Atlas knowledge hub for context retrieval and work capture.

Zoom API MCP Server

Server Protokol Konteks Model komprehensif yang memungkinkan interaksi dengan rangkaian lengkap titik akhir API Zoom, menyediakan alat terstruktur dengan validasi yang tepat dan autentikasi OAuth 2.0 untuk mengelola rapat, pengguna, webinar, dan sumber daya Zoom lainnya.

Himalaya MCP Server

Enables AI agents to interact with email accounts via the Himalaya CLI, supporting features like message reading, folder management, and controlled email sending. It prioritizes security with graduated permission modes and the exclusion of destructive operations like permanent deletion.

StraitsX MCP Server

Provides bilingual (English/Chinese) access to StraitsX payment API documentation with search, retrieval, and payment term explanations for PSPs, merchants, and compliance teams.

Engram

Headless geometric memory engine for AI agents — no Vector DB, no cloud, no API key. Store and retrieve by meaning using native Vector Symbolic Architecture (NVSA) math over O_DIRECT NVMe mapping. Runs entirely on your machine via MCP.

gr-scraper-mcp

Tracks live board game inventory on thegamerules.com by scraping the catalogue, diffing against the last snapshot, and reporting additions/removals. Integrates with a Telegram bot for commands and notifications.

Google Cheap Search

Provides real-time Google search results (organic + knowledge graph) with country targeting, language, time filters, and pagination, at low cost.

Mono Banking MCP Server

Enables AI assistants to perform Nigerian banking operations including account management, payments, and identity verification through the Mono Open Banking API.

Jira - GitHub MCP Server

Enables end-to-end automation of developer workflows from Jira issue tracking to GitHub pull requests through natural language, allowing developers to search issues, create branches, commit changes, and manage PRs directly from their IDE.

Calculator MCP Server

Provides basic arithmetic operations and advanced mathematical functions through the Model Context Protocol (MCP), with features like calculation history tracking and expression evaluation.

Supabase MCP Server

A powerful MCP server for Supabase that provides interactive tools and React widgets for exploring and querying your Supabase database.

shensou

An MCP server for divergent iterative web search that anchors on a question, proposes keyword queries, gathers evidence, and outputs a question-map and synthesis.

rope-mcp-server

Provides Python refactoring capabilities via the Rope library, enabling AI agents to perform safe, project-wide code transformations such as renaming symbols, moving modules, and extracting methods.

Zen MCP

An orchestration server that enables AI agents to collaborate across multiple AI models for advanced code analysis, debugging, and development workflows. It maintains context persistence across sessions, allowing agents like Claude to delegate subtasks to other models like Gemini or O3 seamlessly.

pinescript-mcp

Provides comprehensive Pine Script v6 documentation and tools to help AI assistants look up functions, validate syntax, and generate accurate code. It enables linting, version conversion from v5 to v6, and deep conceptual analysis to prevent code hallucinations.

shemcp

An MCP server that provides sandboxed shell command execution with configurable security policies, enabling safe AI-assisted command runs within a project repository.

kage-mcp

A lightweight MCP server for parsing HTML, fetching URLs, rendering terminal-style screenshots, and executing JavaScript on static HTML without external dependencies.

llm-energy

Enables AI agents to extract, validate, and discover documentation from websites using llms.txt and install.md standards.

Dual-Model MCP Server

An MCP server that orchestrates a dual-model workflow using Claude Opus for high-level code generation and Codex for automated code review and bug fixing. It provides tools for framework design, task classification, and quality assurance to optimize software development.

EU AI Act Compliance MCP

EU AI Act Compliance - MCP server providing AI-powered tools and automation by MEOK AI Labs

Confluence MCP Server

A Model Context Protocol server that provides secure access to Atlassian Confluence, allowing users to search, create, update, and manage Confluence pages and spaces through natural language commands.

WhatsApp MCP Server

An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for reading and sending messages. It features human-like interaction patterns and anti-ban protections to securely manage chats and communications through natural language.

IBM i MCP Server

Enables AI agents to interact with IBM i systems through SQL tools and commands, supporting secure authentication, system monitoring, and database operations via the Model Context Protocol.

Hello MCP Server

A simple greeting server that responds to messages, particularly answering 'how are you' with 'I am great'. Supports both local stdio and HTTP deployment modes with Docker containerization.

MCP Multi-API Server

A bridge allowing AI/LLMs to seamlessly interact with external APIs for weather, finance, and news services through a standardized MCP-compliant interface.

Sond Core API MCP Server

Enables interaction with the Sond Core API through the Model Context Protocol. Auto-generated from the OpenAPI specification at https://core-api-lb.sond.com/api-json to provide programmatic access to Sond's services.