Discover Awesome MCP Servers

FieldCure MCP RAG Server

A Model Context Protocol server for indexing and searching local document collections with hybrid BM25+vector search, optimized for Korean and English, supporting DOCX, PDF, audio, and more.

ASTRA MCP Server

Exposes a bio-hybrid neuromorphic simulation pipeline (SNN LIF+STDP, consciousness proxies, ethics monitor) as MCP tools, resources, and prompts to AI assistants.

MCP Server

A modular server based on Model Context Protocol (MCP) that provides weather queries, mathematical calculations, and search functionalities.

Excalidraw MCP Agent

Generates hand-drawn Excalidraw diagrams from natural language prompts or structured descriptions, with tools for creating, listing, and opening diagrams directly in the browser.

pathpilot-mcp-server

A starter template for building calculator-focused MCP servers using NitroStack, including tools, resources, and prompts.

Mealie MCP Server

Enables interaction with Mealie for managing recipes, meal plans, shopping lists, foods, units, tags, categories, and more through MCP.

zotero-mcp

MCP server that connects to a local Zotero library, enabling search, citation generation with CSL styles, and automatic bibliography updates in Markdown documents.

productHuntAnalyst

Enables AI agents to fetch and analyze Product Hunt trending products over 1-4 week periods, generating trend reports, top product lists, and category insights via MCP tools.

GSI Vector Tile MCP App

Enables interactive GSI map viewing with layer switching, location search, and tile info retrieval within chat.

HubSpot MCP

Provides comprehensive access to HubSpot CRM data and operations, enabling management of contacts, companies, deals, engagements, and associations through a standardized interface with type-safe validation.

design-token-bridge-mcp

Translates design tokens across platforms — extracts from Tailwind/CSS/Figma and generates native themes for Material 3, SwiftUI, and CSS variables with WCAG contrast validation.

fcp-sheets

MCP server for semantic spreadsheet operations that lets LLMs create and edit Excel workbooks by describing spreadsheet intent.

A-Eyes

MCP server enabling Claude Code to capture screenshots of Windows applications through WSL2, allowing AI to diagnose UI errors and verify layouts.

GSAP-Animation-Generate

A comprehensive GSAP animation generation tool that offers AI-driven intent analysis, full API coverage, and production-ready animation modes, helping developers quickly create high-performance animations.

Quorum Git Agent

Analyze GitHub repositories with health scores, issue triage, and action items through MCP tools.

CV Recruitment Assistant

Provides digitally-signed access to Brayan Smith Cordova Tasayco's CV data through 15 specialized tools for candidate evaluation, technical skills assessment, job matching, and portfolio analysis.

DICOM/HL7/FHIR Interoperability MCP Server

Built by a healthcare IT engineer with 19 years of PACS/RIS/integration experience. Bridges DICOM, HL7v2, and FHIR — maps between standards, decodes vendor private tags (GE, Siemens, Philips), generates Mirth Connect channels, and explains integration patterns. 12 tools covering tag lookup, message parsing, cross-standard mapping, and channel generation.

chrome-bridge

An MCP server that lets LLM agents control all Chrome browser tabs via accessibility snapshots, element references, and a virtual cursor, supporting operations like click, type, navigate, screenshot, and video recording.

YouTube Transcript Extractor MCP

Um servidor de Protocolo de Contexto de Modelo que permite que assistentes de IA extraiam transcrições de vídeos do YouTube, permitindo que a IA analise e trabalhe diretamente com o conteúdo do vídeo.

BananaBanana MCP Server

Generates images, videos, and speech via Google Nano Banana, Veo, Omni, and Gemini TTS models with pay-as-you-go crypto payments, no subscription required.

Codex Android MCP

Enables Codex to inspect, test, and control Android emulators through adb with strict typed tools, returning screenshots as native MCP images and keeping physical devices and Gradle execution behind explicit opt-in policies.

@nor-data/statfin-mcp

MCP server for official statistics from Statistics Finland (Tilastokeskus) — the StatFin database, exposed through the PxWeb API. Search 3000+ tables, inspect their dimensions, and pull data as JSON-stat2.

vidwords-mcp

Search a YouTube video's transcript and get back only the moments that answer the question, each with a clickable timestamp deep link. Also reads the video's frames — slides, charts, demos and on-screen text — and verifies every citation against recorded evidence before returning it

YouTube MCP Extended

Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optimization, video scheduling, playlist management, and backups with safety guardrails.

Semantic Scholar MCP Server

Provides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.

mcpkit

mcpkit enables rapid creation of MCP servers with Zod-based tool definitions, automatic schema generation, and built-in validation, reducing boilerplate significantly.

Weather MCP Server

An MCP server providing worldwide weather via the free Open-Meteo APIs (no API key needed). Runs fully self-contained in Docker as a streamable-HTTP MCP service.

mimo-vision-mcp

Enables image understanding and OCR through Xiaomi's MiMo vision language model, providing tools for image description, Q&A, and text recognition via MCP. Supports both image URLs and local file paths.

Deep Code Reasoning MCP Server

Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

garth-mcp-server

MCP server to interact with Garmin Connect, enabling retrieval of health, activity, and device data through natural language.