Discover Awesome MCP Servers

YouTube Summary MCP Server

A powerful MCP server for summarizing YouTube videos with transcript fetching, intelligent summarization, key point extraction, and metadata retrieval.

timeweaver-mcp

Generates synthetic time-series test data with configurable trend, seasonality, noise, anomalies, and multiple correlated streams, outputting JSON, CSV, or SQL.

Mermaid Validator MCP

An MCP server that validates Mermaid diagram syntax and identifies diagram types across all major formats. It provides detailed parse-error messages for invalid diagrams without requiring external rendering processes.

MCP DeFiLlama Airdrops

Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiLlama with intelligent caching and advanced filtering capabilities. Supports automated scraping of airdrop information including values, deadlines, chains, and status for integration with automation workflows.

System Information MCP Server

Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.

Swarm Orchestrator

An MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.

arca-mcp

Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments, statuses, and labels through natural language, using your personal API key.

npi-verify

MCP server for looking up and searching US healthcare providers in the CMS NPPES NPI Registry.

mml-composemusic-mcp

MCP server for composing retro chip music (2A03 APU) using MML. It provides tools to generate WAV files, validate syntax, and create templates.

@spatialy/huly-mcp

MCP server for Huly platform enabling project management, issue tracking, and collaboration through natural language.

ClickHouse MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que se conecta a bancos de dados ClickHouse e permite que LLMs como o Claude explorem e analisem dados por meio de consultas em linguagem natural.

Transport NSW API Client MCP

Um serviço MCP para interagir com a API da Transport NSW que permite aos usuários encontrar pontos de transporte público próximos a locais e obter informações sobre alertas e interrupções no transporte.

MCP X Server

Enables you to write, refine, and publish tweets to X (Twitter) using AI assistance.

ExpenseTracker MCP Server

A lightweight server built with FastMCP and SQLite for managing personal finances. It allows users to add, list, and summarize expenses by category through MCP-compatible clients.

rental-data

Exposes multifamily rental data including average rent by market, occupancy anomalies, and property summaries to LLM tools via MCP.

cloudloop

Provides tools for document search, AWS cost estimation, checking latest AWS updates, and creating budget alerts, with a confirmation gate on the mutating tool.

Method CRM MCP Server

A production-ready MCP server for Method CRM API integration. It enables LLMs to interact with Method CRM data through tools for tables, files, users, events, and API key management.

sendpilot-actions

Secure local MCP server for SendPilot Lead Database searches and workspace read operations. Exposes tools for creating searches, checking status/results, credits, and campaigns without sending messages or modifying campaigns.

m1nd

m1nd is a local MCP runtime that gives coding agents graph-native memory of a codebase: structure, docs, decisions, change impact, recovery state, and investigation continuity.

Tembo MCP Server

Enables interaction with the Tembo API to manage organization tasks and view enabled code repositories. Users can create, search, and list tasks or retrieve account information directly through MCP-compatible clients.

bluemouse

BlueMouse is the "Prefrontal Cortex" for LLMs. It uses a 180k+ failure pattern database to validate code logic before execution, acting as a rigorous Quality Gate to prevent hallucinations and unsafe operations.

whichmodel-mcp

A model routing advisor for autonomous agents — get cost-optimised LLM recommendations via MCP.

unofficial-HackerNews-MCP-CLI

An MCP server that provides access to HackerNews data including stories, items, comments, and user profiles via tools, built with FastMCP.

Complexipy MCP Server

Analyzes cognitive complexity of Python code by scanning files and directories to identify functions exceeding complexity thresholds using the complexipy library.

InfiniteMCP

A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.

ssh-mcp-toolkit

MCP server providing safe, persistent SSH sessions to remote machines with multi-hop ProxyJump tunneling, SFTP file transfer, and stored host profiles.

Media Toolkit MCP Server

Local image processing MCP server providing background removal, stock media search, resize, format conversion, and collage creation.

SMMS_Semantic-Map-MCP-Server

O repositório SMMS cria um servidor MCP para mapas semânticos de nível de instância e fornece uma série de módulos funcionais para objetos de instância 3D em mapas semânticos.

io.github.zengineco/gonzalgo

Enables auditing formal libraries (Lean 4/Mathlib and Metamath) to trace axiom dependencies, find theorems resting on sorry or compiler trust, and analyze the impact of changes.

Prop Trading MCP Server

An MCP server that exposes futures prop firm data and personalized recommendation logic to AI agents like Claude and ChatGPT.