Discover Awesome MCP Servers

Research MCP Server

Enables AI assistants to discover and manage arXiv papers by searching for papers, extracting metadata, and browsing saved collections, all within the conversation.

YouTube MCP Server

A production-ready MCP server for YouTube integration with intelligent caching. Enables searching videos, retrieving transcripts, analyzing channels, and monitoring live streams via natural language.

Combined MCP Server

Integrates Redshift database query capabilities with vector-based knowledgebase tools for semantic search and RAG applications. It enables users to execute SQL queries, explore database schemas, and perform hybrid semantic searches on markdown files stored in S3.

Tallyfy

Run your Tallyfy workflows from any AI assistant in plain English. 107 tools across processes, tasks, templates, form fields, automation rules, users, and search, each scoped to the signed-in user's Tallyfy permissions.

Outris-Identity

Identity resolution MCP server for phone/email lookups across 31+ services. Provide detailed Identity info, Breach Info, Global + India coverage.

FindBlock MCP

An MCP server for retrieving block numbers by timestamp, enabling fast and precise on-chain data queries.

Citesurf MCP

Enables brand visibility monitoring across major AI platforms like ChatGPT, Claude, Gemini, and Perplexity. It allows users to track visibility scores, analyze competitor data, and receive actionable insights to improve AI-generated brand recommendations.

Tenderned MCP Server

a POC Tenderned MCP server to fetch Tenderned data

CIA Diagnose

Expert business diagnosis engine that analyzes companies across 11 dimensions and returns a Revenue Leak Score with prioritized, triple-option recommendations.

SommelierX Wine Pairing MCP

Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wine recommendations: pair wines with meals, ingredients, or recipe URLs, reverse pairing, group dinner planning, and search. Powered by a proprietary Wine DNA algorithm with 600+ wine archetypes. Supports API key and x402 (USDC on Base) autonomous agent payments.

MCP Spectral

An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs to validate and fix API definitions.

karve

Provides persistent semantic memory for Claude Code via local embeddings and six MCP tools, enabling context storage and retrieval across sessions without cloud dependencies.

avc-test-py-mcp

A video enhancement MCP server that supports creating tasks, querying status, and synchronously enhancing videos with URL or local file input.

Playwright MCP

Provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots.

aigroup-paper-mcp

Academic paper search and retrieval MCP server integrating multiple scholarly platforms into a unified interface. Supports search, fetch, trend analysis, and literature review workflows.

NetlifyMCPServer

A basic example of developing and running serverless Model Context Protocol (MCP) using Netlify Functions, enabling AI agents to interact with your services via a standardized API.

Kodi MCP Server

Enables querying, searching, and controlling Kodi media center libraries and playback remotely, including smart episode tracking and targeted library scanning.

Redash MCP Server

Enables AI assistants to manage Redash queries, dashboards, visualizations, and data sources via natural language.

pixelforge-mcp

MCP server that forges pixel art sprites & game assets using Google Gemini — generate, crop, split & process, all from your AI assistant.

Photo AI Studio MCP Server

Enables AI photo generation, editing, and video creation from MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

meridian-edge-mcp

Real-time prediction market consensus data for AI agents. Aggregates probabilities from 27,000+ markets across politics, sports, and economics with 14-second updates. Tools: get_markets, get_consensus, get_movers, get_divergences, search_markets.

agentify-desktop

MCP server that enables AI tools to control local browser sessions for ChatGPT, Claude, and other AI services, supporting querying, navigation, file uploads, and artifact management.

MCP Server for Netwrix Access Analyzer

Espejo de

E2B MCP Server

Enables AI assistants to securely execute Python and JavaScript code in sandboxed environments, with file management and package installation.

CocoIndex Code MCP Server

A Model Context Protocol (MCP) server that provides a RAG (Retrieval Augmented Generation) tool with hybrid search capabilities combining vector similarity and keyword metadata search for code retrieval.

MCP Server Scaffold

A basic starter project for building Model Context Protocol (MCP) servers that enables standardized interactions between AI systems and various data sources through secure, controlled tool implementations.

gnomon-mcp

A small MCP server for the boring-but-essential utilities every model needs: dates, calendars, arithmetic, unit conversion. Use it so your assistant stops "next-token guessing" math and date math.