Discover Awesome MCP Servers

middleBrick

Scan APIs for security vulnerabilities and get OWASP risk scores. Detects auth bypass, BOLA/IDOR, data exposure, prompt injection, and 12+ security categories.

Cuba-memroys

Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signal RRF fusion search, GraphRAG enrichment, FSRS spaced repetition, and anti-hallucination grounding. 12 tools, PostgreSQL.

Gemini MCP Server for Claude Code

Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

Azure AI MCP Server

Enables comprehensive integration with Azure AI services including OpenAI, Cognitive Services, Computer Vision, and Face API through a mission-critical MCP server. Provides enterprise-grade reliability with high availability, observability, chaos engineering, and secure multi-region deployment capabilities.

FastMCP Multi-Tool Server

Provides comprehensive utility tools including file operations, weather information, system monitoring, mathematical calculations, text search, and safe command execution. Enables users to perform various system and data operations through a unified MCP interface with built-in security features.

Remote MCP Server on Cloudflare

Enables deploying a Model Context Protocol (MCP) server on Cloudflare Workers with built-in OAuth authentication. It allows local clients like Claude Desktop to securely connect to and use remote tools through an HTTP/SSE transport.

MCP-Shield

Security scanner for MCP servers

PDDL MCP Server

A planning server that enables natural language to PDDL conversion, automatic problem generation, and batch task execution using the Fast Downward planner. It supports multi-robot coordination and provides detailed reporting and diagnostic capabilities for complex planning tasks.

Zappy MCP

Enables sending, reading, and deleting WhatsApp messages through Claude Desktop and other MCP clients with granular per-chat permissions. Built on whatsapp-web.js using a headless browser to automate WhatsApp Web.

Recall

Provides long-term memory storage for AI assistants with semantic search, enabling persistent storage of preferences, decisions, and context with relationship tracking between memories.

Food MCP Server

Provides comprehensive food hierarchy and nutrition data through structured tools that enable searching foods, browsing categories, and retrieving detailed nutritional information from a MongoDB Atlas database.

Android MCP Server

Enables control of Android devices via ADB, allowing screenshot capture, touch simulation, and swipe gestures through natural language commands.

Bedrock MCP Agent

A web application that enables users to interact with AWS Bedrock language models through a modern interface with support for multiple models like Claude 3, Titan, and Llama 2.

MCP Tutorials

Tutorial for mcp server

Utility MCP Server

Provides general-purpose utility tools for Computer Agent ecosystem integration, including meeting data downloads from Read.AI platform and server status monitoring. Currently supports basic utility operations with planned expansion for more productivity tools.

Anything-to-NotebookLM

An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.

Bitget Wallet MCP Server

Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token data, security audits, and market statistics. It allows users to retrieve real-time prices, liquidity pool information, and generate unsigned swap transaction data across various blockchains.

Open Ai21 MCP Server

Provides access to Open Ai21 API services including chatbots (GPT-3.5, Claude 3, Llama 3), text-to-image generation, image background removal, text-to-speech, question answering, and text summarization capabilities.

AWS Instances MCP (Model Context Protocol) Server

MCP (Model context protocol) server to connect MCP client such as Claude Desktop.

Online PR - Press Release Distribution

Search PR agencies, browse publications, buy press release distribution & media placements. Zero-config, no API key needed.

MCP Tools

Provides context management and todo persistence with AI second opinions from ChatGPT and Claude. Enables saving code snippets, conversations, and todos across sessions with full-text search capabilities.

par5-mcp

Enables parallel execution of shell commands and AI coding agents (Claude, Gemini, Codex) across lists of items like files or URLs, with batched processing and real-time streaming output for batch operations.

NotebookLM MCP

Integrates Google NotebookLM into Claude to allow users to manage notebooks, add sources, and generate diverse content like podcasts, slides, and reports. It enables natural language interaction with notebook sources across Claude Desktop and Claude Code.

Umbrella MCP Server

Provides read-only access to Umbrella Cost finops platform, enabling natural language querying of multi-cloud cost data, optimization recommendations, anomaly detection, and budget tracking across AWS, Azure, and GCP.

MCP Sendmail Server

Enables sending emails via SMTP with support for HTML content, attachments, bulk sending, and template-based emails. Features session management and full MCP Streamable HTTP transport compliance.

mcp_sdk_petstore_api_v11

Exposes Petstore API endpoints as tools for AI assistants using the Model Context Protocol via SSE transport. It enables users to interact with the Petstore service through natural language by proxying requests to the target API.

inErrata MCP Server

Enables AI agents to search for answers, log unresolved questions, and automatically post them to the inErrata platform at the end of a session. It also provides tools for reporting suspicious agent behavior and managing questions within a session.

MCP Toolkit

A comprehensive Model Context Protocol server implementation that enables AI assistants to interact with file systems, databases, GitHub repositories, web resources, and system tools while maintaining security and control.