Discover Awesome MCP Servers

Drug Interaction MCP Server

Enables querying of Chinese-Western medicine interactions with comprehensive drug information, risk assessment, and clinical recommendations. Supports searching medicines, checking interactions individually or in batches, and provides safety guidance with severity classifications.

abnormal-mcp

An MCP server for Abnormal Security, enabling management of threat detection, email security cases, and AI-powered attack protection through Abnormal's API.

vturb-mcp

MCP server for the vTurb Analytics API that exposes 15 tools to query real-time and historical video analytics directly from Claude, with built-in rate limiting and smart player detection.

PolyNeural.ai Knowledge Graph MCP Bundle

Provides AI agents with persistent memory and knowledge management through a comprehensive knowledge graph platform. Enables storing, searching, and managing entities, relationships, and observations with advanced features like trending analysis and smart ranking.

bigfix-root-mcp

A read-only MCP server for the HCL BigFix root server REST API, enabling session relevance queries, client fast queries, and server/site/operator lookups through natural language.

DebugBundle

DebugBundle helps AI agents investigate production incidents with deterministic debug bundles, reproductions, health checks, and diagnostics. It exposes incident inspection, bundle retrieval, and ops management tools over MCP.

zotero-local-mcp-bridge

Enables MCP-capable agents to securely manage a local Zotero library through a plugin-hosted MCP endpoint, supporting read, write, search, and import/export operations with safety workflows like dry-run and approval.

Power Automate MCP

Enables AI agents to inspect and edit your personal cloud flows through a local MCP server, authenticated with your own Microsoft account and no admin consent.

Kepler MCP GitLab Server

Production-ready MCP server providing GitLab integration with OAuth authentication, enabling AI assistants to manage projects, issues, merge requests, branches, files, and commits across GitLab instances.

FPL Intelligence

AI-powered Fantasy Premier League assistant — scored captain picks, transfer suggestions, differentials, fixture outlook, price predictions, live points, and a full manager hub that auto-detects your squad, bank balance, and free transfers.

untappd-mcp

MCP server for Untappd connectivity, enabling beer search with optional limit, offset, and sorting.

mcp-checkup

Diagnoses MCP server token costs, finds duplicates, grades efficiency, and generates optimization reports.

Weather Alerts MCP Server

Provides real-time weather alerts for US states using the National Weather Service API, enabling users to fetch and view active weather warnings through natural language queries.

Nutrition MCP

A remote MCP server for personal nutrition tracking that enables logging meals, tracking macros, and reviewing nutrition history through conversation.

LungMAP MCP Server

MCP server for accessing the LungMAP API, enabling AI assistants to discover and analyze lung research data such as datasets, samples, and analysis results.

LiveBrain MCP

Enables AI agents to control Ableton Live 12 for music production, including generating grooves, basslines, and percussion, and executing live set operations through MCP.

mcp-qr

Generates QR code PNG images from text or URLs with customizable options like size, color, and error correction level.

topgg-mcp

Enables AI assistants to manage Top.gg bot or server listings, including updating project info, checking votes, posting metrics, and registering commands.

MCP Tool Starter Kit

A feature-complete TypeScript project template for rapidly developing Model Context Protocol tools with integrated best practices for code quality, testing, and automated deployment.

mdi-mcp-server

MCP server for searching Material Design Icons, enabling AI agents to find icons by name, alias, category, or concept.

Snowflake MCP Server

Enables Claude to interact with Snowflake data warehouses through natural language for executing SQL queries, exploring schemas, and monitoring data freshness. It streamlines data analysis workflows by bringing Snowflake capabilities directly into the AI conversation.

stm32cubemx-mcp

An MCP server that enables AI agents to inspect, plan, validate, and apply STM32CubeMX .ioc configuration changes, and generate STM32CubeIDE projects, ensuring safe and testable embedded-system workflows.

XcodeBuild Mini MCP Server

Provides Xcode build, test, and package management operations through the Model Context Protocol.

pond

Lossless archive and search for AI agent sessions (Claude Code, Codex, opencode, pi and others), exposed to agents over MCP. Local-first, written in Rust.

MCP Atlassian

Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira). Supports both Cloud and Server/Data Center deployments.

MCP Virtual User

Enables end-to-end testing of voice-enabled web applications by simulating a synthetic user with a virtual microphone, virtual speakers, a real browser, and a viewable display, allowing audio injection, speech capture/transcription, and browser automation.

air-mcp-server

MCP server for booking and date-utility tools, deployed on AWS Lambda, supporting DynamoDB storage and optional WhatsApp notifications.

Open Policy Agent (OPA) REST API MCP Server

An MCP Server that enables natural language interaction with the Open Policy Agent REST API, allowing users to manage policies, decisions, and data through conversational interfaces.

creo-mcp-server

MCP server for interacting with Creo Parametric CAD software. Enables tool calls like file_open, feature_set, and J-Link execution through a Python-based server and optional Java gateway.

gpt-image-2-mcp

Exposes OpenAI's gpt-image-2 (image generation and editing) as an MCP server for tools like generate_image, edit_image, and iterative edit sessions.