Discover Awesome MCP Servers

gemini-image-generator

Enables image generation and transformation using Google Gemini AI, with automatic English translation for multilingual prompts and local saving.

@gridwork/siteaudit

An MCP server that audits websites for accessibility (WCAG 2.1 AA/EAA), performance, SEO, design quality, and mobile responsiveness, providing actionable scores, grades, and prioritized fixes.

n8n Video Compilation MCP Server

Enables AI agents to create and manage video compilations through n8n workflows with smart query optimization, quality analysis, batch processing, and trusted channel filtering for platforms like YouTube.

lightspeed-x

Enables read-only access to Lightspeed X retail data (sales, inventory, products, customers) with aggregated reporting on revenue, COGS, profit, and other metrics for MCP clients like Claude.

sortie

Extends Solana debugging to AI agents via MCP: decode transaction failures, trace CPI trees, and profile compute for any Solana transaction.

homekit-mcp

Enables AI agents to control Apple Home devices, scenes, and automations through MCP.

12306-MCP

12306 ticket purchase search server based on Model Context Protocol (MCP). It provides a simple API interface, allowing large models to search for 12306 ticket purchasing information through the interface.

Magnetics SME MCP Server

Provides specialized tools for electromagnetics and magnetic circuit analysis, including field calculations, material property lookups, and unit conversions. It enables AI agents to perform precise physics computations and reason through complex engineering problems using real-world equations.

@cyanheads/bls-labor-mcp-server

MCP server for fetching US Bureau of Labor Statistics data including CPI, unemployment, wages, JOLTS, and more. Provides 7 tools for survey discovery, SeriesID resolution, and data retrieval via STDIO or Streamable HTTP.

OpenCrab

OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured knowledge management across graph, vector, and document databases. It allows agents to perform hybrid searches, manage complex entity relationships, and conduct impact analysis within a multi-space ontological framework.

repetier-mcp

Enables AI to monitor, control, and diagnose 3D printers via Repetier-Host/Repetier-Server, supporting temperature readings, job management, and intelligent error diagnosis.

RAG MCP Gateway

A smart proxy that aggregates multiple downstream MCP servers and enables natural language search for tools, allowing clients like Claude Desktop to discover and use tools through semantic queries.

Filesystem MCP

Enables reading, creating, and editing files on the local filesystem through operations like view, create, string replacement, and line insertion.

Paper Access MCP

Local MCP server that enables downloading papers from arXiv, OpenReview, INFORMS, and Wiley by reusing your Chrome login state.

MCP Servers

Kho lưu trữ cho các máy chủ MCP của tôi

aimarket-mcp

Enables web fetching, web search, and Metis verification for AI agents via a single MCP endpoint.

xrpl mcp

CP server that provides integration with the XRP Ledger. The server allows AI assistants to access account information, transaction history, and network data on the XRP Ledger, with capabilities for querying ledger objects, submitting transactions, and monitoring the network.

package-risk MCP connector

Provides MCP tools to check a package's maintenance status, licence, and security advisories before you depend on it, with per-call payment in USDC on Base mainnet via x402.

suitest-docs

Enables searching and retrieving pages from the Suitest documentation via full-text search without live network calls.

MCP Server Template (TypeScript)

A minimal MCP server template for Render with Streamable HTTP transport, bearer token authentication, and an example 'hello' tool.

LaunchDarkly MCP Server

An MCP server that lets AI assistants manage LaunchDarkly feature flags via natural language.

@supstack/cli

Evidence-based supplement intelligence in your terminal, exposed as an MCP server for AI agents to research, compare, stack, and manage supplements.

fallbrief-mcp

Exposes foldkit primitives (7-prime spine, κ-bands, and 6 fold operations) as MCP tools and resources for AI agents to fold, unfold, classify, and manipulate 7-vector states.

ai-due-diligence-copilot

MCP server for financial due diligence that enables company lookup, financial ratio calculation, and document search over corporate filings.

OpenAI Ads MCP Server

An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.

HANDAAS Enterprise Big Data Service MCP

A server that provides enterprise data services including company information, profiles, business details, shareholders, investments, branches, and key personnel through keyword search and specific queries.

Whissle MCP Server

Provides access to Whissle AI services for speech-to-text, speaker diarization, translation, and text summarization. It enables users to process various audio formats and manage text content through natural language tools.

crafty-mcp

MCP Server for crafty controller

athena-mcp

Enables users to execute SQL queries, manage workgroups, databases, tables, and named queries in AWS Athena through natural language.

CircleCI MCP Server

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