Discover Awesome MCP Servers

Sverklo

Local-first code intelligence MCP server with hybrid BM25 + ONNX vector search, symbol-level impact analysis, diff-aware PR review with risk scoring, and persistent memory tied to git state.

FastAPI MCP Template

Production-ready API server template integrating FastAPI with Model Context Protocol (MCP) for LLM integration, structured logging, and comprehensive testing.

MCP AI Server

A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.

Screenshot Website Fast

Captures high-quality screenshots of web pages with automatic resolution limiting and tiling optimized for Claude Vision API and other AI models.

Outline Wiki MCP Server

Enables LLMs to interact with Outline wiki for document management, search, and collections, with optional AI-powered features including RAG-based Q\&A, semantic search, and document summarization.

Speech MCP Server

Um servidor de Protocolo de Contexto de Modelo que oferece funcionalidades de conversão de texto em fala (TTS) usando o modelo Kokoro TTS, disponibilizando múltiplas opções de voz e parâmetros de fala personalizáveis.

LaTeX MCP Server

A server that enables compilation of LaTeX documents to PDF and management of reusable templates and snippets through the Model Context Protocol.

FEL MCP Server (Local)

Enables validation and PDF rendering of Guatemalan FEL invoices from XML files. Supports single file processing and batch operations with branded PDF output for local tax compliance workflows.

SingleStore MCP Server by CData

SingleStore MCP Server by CData

HT-MCP

ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) in the same way a human does. It solves the challenge of agents stalling when they encounter interactive terminal commands.

Netlify Serverless MCP

Demonstrates how to deploy and run Model Context Protocol (MCP) servers using Netlify's serverless functions. Provides a basic example of serverless MCP implementation with customizable URLs and automated deployment pipeline.

Jenkins MCP Server

Enables interaction with Jenkins to manage jobs, trigger builds with parameters, and monitor build queues. It provides comprehensive access to build histories, console logs, and organizational folder structures via the Jenkins REST API.

Dice Roller MCP Server

Enables dice rolling mechanics for tabletop RPGs including standard dice notation, coin flips, advantage/disadvantage rolls, exploding dice, and maintains a history of recent rolls. Supports D\&D 5e mechanics and various gaming dice types (d4, d6, d8, d10, d12, d20, d100).

mcp-iteratools

Multi-tool API for AI agents with MCP support: image generation (Flux), web scraping, TTS, OCR, QR codes, weather, crypto, PDF, screenshots, and more. Pay-per-use with x402 protocol.

FRED MCP Server

A Model Context Protocol server that provides access to Federal Reserve Economic Data (FRED), enabling users to retrieve, analyze, and compare economic indicators and time series data through natural language.

VSCode Language Server MCP Extension

Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.

Grok MCP Server

Enables interaction with the Grok AI through an MCP server, supporting chat completions, text completions, embeddings, and model operations with streaming capabilities.

Nginx Proxy Manager MCP

Enables management of Nginx Proxy Manager instances for configuring proxy hosts, requesting Let's Encrypt SSL certificates, and managing access lists. It allows users to control their web proxy infrastructure through natural language commands in MCP-compatible environments.

Juhe News MCP Server

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Midnight MCP Server

An MCP server with comprehensive CI/CD workflows including unit tests, integration tests, and end-to-end validation. Features automated testing across multiple Node.js versions with coverage reporting and linting validation.

JoeMCP

Connects AI assistants to JoeAPI construction management system, enabling management of clients, contacts, proposals, estimates, action items, project schedules, and financial data through natural language.

stun-mcp

Um servidor MCP que envia um Binding Request STUN (RFC8489) e retorna o resultado.

MCP Document Parse

Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown content using NiuTrans API, enabling extraction and reading of document text through natural language interactions.

Spotify MCP Server

Enables comprehensive Spotify integration through natural language commands, supporting playback control, music search, playlist management, and device control. Available in both Python and cloud-deployable JavaScript implementations.

Test MCP Server

A basic MCP server implementation for testing purposes. Communicates via stdio and is designed to work with MCP-compliant clients.

UMLmcp

Enables users to generate PlantUML code for UML Class and Sequence diagrams using Google Gemini AI. Supports both domain JSON input and free text descriptions to create structured UML diagrams.

image-tiler-mcp-server

MCP server that gives LLMs full-resolution vision by tiling images and capturing web pages before details are lost.

LLM Gateway MCP Server

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Development Tools MCP Server

Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

github-mcp

An MCP server providing 1,112 tools for the GitHub REST API across all 44 API categories. It enables comprehensive GitHub operations through Claude with typed validation and category filtering.