Discover Awesome MCP Servers

epsg-mcp

An MCP server that provides knowledge about Coordinate Reference Systems (CRS).

Cloudflare Playwright MCP

A server that enables AI assistants to control a browser through tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

mcp-server-webcrawl

Bridge the gap between your web crawl and AI language models. With mcp-server-webcrawl, your AI client filters and analyzes web content under your direction or autonomously, extracting insights from your web content. Supports WARC, wget, InterroBot, Katana, and SiteOne crawlers.

Self-hosted LLM MCP Server

Enables interaction with self-hosted LLM models via Ollama and Supabase database operations. Supports text generation, SQL queries, and data storage/retrieval through natural language commands.

MCP Dependencies Installer

Instalar todas as dependências para o servidor MCP.

Webshot MCP

Enables taking screenshots of web pages with support for multiple devices (desktop, mobile, tablet), custom dimensions, full-page capture, and various image formats. Built with Playwright for reliable web page rendering and screenshot generation.

MCP Search Server

An MCP server that provides semantic search capabilities by integrating with an OpenSearch-based search service. It enables users to perform complex document searches across multiple indices with support for advanced filtering and robust error handling.

MCP Add Server

A minimal Model Context Protocol server that provides a simple add(a, b) tool for computing the sum of two numbers.

Nanoleaf MCP Server

A Model Context Protocol server that enables controlling Nanoleaf smart lights through Warp terminal or any MCP-compatible client, providing tools for device discovery, authorization, and control of lights, brightness, colors, and effects.

Claude Code Review MCP

An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.

Optuna MCP Server

A Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.

Swagger MCP

An MCP server that connects to a Swagger specification and helps an AI to build all the required models to generate a MCP server for that service.

SearXNG MCP Server

Enables web search capabilities via a SearXNG instance, allowing for filtered searches across categories like news, images, and science. It supports multi-language queries, time-range filtering, and safe search options to provide formatted results with metadata.

LLM Server

Um servidor MCP que fornece aos LLMs acesso a outros LLMs.

A sample MCP server for understanding cloud spend

MCP para AWS Cost Explorer e logs do CloudWatch

NCBI Entrez MCP Server

Provides access to NCBI's scientific databases including E-utilities, PubChem, and PMC APIs for biomedical literature search, molecular data retrieval, and research through natural language queries.

AI Naming Standard MCP Server

Enables automatic generation and validation of standardized file names using AI-driven conventions for microservices architecture. Supports multi-language naming with structured components like microservice, layer, domain, and action identifiers.

WYGIWYH Expense Tracking MCP Server

Enables AI agents to interact with the WYGIWYH expense tracking API through 75 dynamically generated MCP tools. Supports comprehensive financial operations including transaction management, account handling, recurring expenses, and investment tracking.

Token Revoke MCP

Um servidor MCP para verificar e revogar permissões de tokens ERC-20 em múltiplas blockchains.

HeadHunter MCP Server

Enables AI assistants to search job vacancies, manage resumes, and apply to jobs on HeadHunter (hh.ru), Russia's largest job search platform. Includes OAuth 2.0 integration for secure job applications and an automated vacancy hunter agent with intelligent matching.

MCP Server

An implementation of the Model Context Protocol (MCP) server that enables multiple clients to connect simultaneously and handles basic context management and messaging with an extendable architecture.

DataDog MCP Server

Enables AI assistants to interact with DataDog's observability platform through a standardized interface. Supports monitoring infrastructure, managing events, analyzing logs and metrics, and automating operations like alerts and downtimes.

Dedalus MCP Documentation Server

Enables AI-powered querying and serving of markdown documentation with search, Q\&A capabilities, and document analysis. Built for the YC Agents Hackathon with OpenAI integration and rate limiting protection.

JVLink MCP Server

Enables natural language queries and analysis of Japanese horse racing data from JRA-VAN without writing SQL. Supports analyzing race results, jockey performance, breeding trends, and track conditions through conversation with Claude.

saij-mcp

Provides access to Argentina's official legal database (SAIJ) to search and retrieve judgments, legislation, summaries, and legal doctrine. It allows AI clients to query Argentine legal information and access metadata for various legal documents.

Liara MCP Server

Enables AI assistants to deploy and manage applications, databases, object storage, VMs, DNS, and infrastructure on the Liara cloud platform through natural language commands.

MCP Authentication Example

Demonstrates OAuth2/OIDC authentication for MCP servers using Asgardeo, with JWT validation and a sample weather tool to showcase secured API access.