Discover Awesome MCP Servers

QR Code By API Ninjas MCP Server

Enables generation of customizable QR codes through the API Ninjas service, supporting multiple image formats (PNG, JPG, SVG, EPS) with configurable colors and sizes.

MCP Google Maps - stdio Edition

Enables Claude Desktop to access Google Maps services including geocoding, place search, directions, distance calculations, and elevation data through stdio communication. Provides comprehensive location-based functionality with direct Google Maps API integration.

samtools_mcp

Uma implementação do Protocolo de Controle de Modelo para SAMtools, fornecendo uma interface padronizada para trabalhar com arquivos SAM/BAM/CRAM.

Browser MCP

An MCP server for browser automation using Puppeteer that enables AI assistants to navigate web pages, interact with UI elements, and capture screenshots. It supports comprehensive web tasks including form filling, content extraction, and executing custom JavaScript within the browser context.

Kagan - AI Orchestration Layer

Provider agnostic ai orchestrator layer, kagan mcp allows controlling orchestrating and spawning subagents via mcp associated with tasks in kanban board that is accessible via kagan cli executable that bundles a chat repl, tui , mcp and a web client in a single uv tool install kagan wheel. Give it a try and submit feedback and feature requests! Consider starring the repo, its a free oss MIT based.

MCP Twitter

Um servidor de Protocolo de Contexto de Modelo que permite que modelos e aplicações de IA interajam diretamente com o Twitter/X, fornecendo capacidades para criar publicações, responder a tweets, recuperar dados de usuários e gerenciar ações de conta.

Gurobi MCP

Enables AI applications to solve optimization problems including linear programming, mixed-integer programming, and quadratic programming using the Gurobi solver installed on the local device.

MCP Atlassian Server

A Model Context Protocol server that connects AI assistants like Cline to Atlassian Jira and Confluence, enabling them to query data and perform actions through a standardized interface.

MCP OpenAI Image Generation Server

Enables AI assistants to generate and edit images through OpenAI's DALL-E models via MCP tools. Supports text-to-image generation and image-to-image editing with configurable parameters for size, quality, and style.

opensanctions-mcp

MCP server for sanctions screening and PEP checks via OpenSanctions API. Search entities, match against 320+ sanctions lists, and run compound compliance investigations with AI agents.

RobotMem

Enables robots to store, retrieve, and consolidate episodic experiences including physical parameters, trajectories, and outcomes. It supports hybrid vector search with structured filtering and spatial sorting to help robotic agents learn from past successes and failures.

Shield MCP

Um escudo para registro, depuração profunda e higienização para servidores MCP em fase de desenvolvimento.

razz-mcp

Play provably fair games with real SOL wagering for any AI agent

LangChain & LlamaIndex Coding Assistant

Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI to provide Claude with up-to-date API references and guides for accurate code generation.

MetaTrader 5 MCP Server & Distrobox Automation

Um servidor MCP para controlar o Metatrader5 para otimização de EA.

AI Network MCP Server

Enables AI agents to interact with the AI Network blockchain by managing accounts, submitting transactions, and reading database values. It supports registering Hyper Agents and accessing a Layer 2 DAG-based shared agent memory system based on staking status.

Voice Generation MCP Server

Enables text-to-speech conversion using Minimax AI's voice synthesis API with automatic upload to Amazon S3. Supports customizable voice settings including model selection, voice ID, and speech speed control.

Crawl4AI+SearXNG MCP Server

Enables AI agents to search the web, crawl websites, and perform intelligent RAG queries with semantic search capabilities. Includes integrated private search engine, vector database storage, and optional knowledge graph for AI hallucination detection in code repositories.

Super Singularity MCP Server

Integrates Claude Desktop with Super Singularity's course creation API, enabling creation and management of courses with multiple card types (content, quiz, poll, form, video, audio, link), ElevenLabs text-to-speech generation, and Azure Blob Storage for audio hosting.

Multi-Search MCP Server

Provides unified web search across multiple providers (Google, Tavily, DuckDuckGo, Brave) with automatic fallback, maximizing free API quota usage for AI workflows.

KentraBOT MCP Server

Enables LLMs to control a two-track robot through movement commands, providing independent track control, high-level directional driving (forward, backward, left, right), and emergency stop functionality.

mcp-compress

Data compression MCP server with auto-algorithm selection (gzip, brotli, deflate). 7 tools for compress, decompress, analyze, store, retrieve, list, and stats. Achieves 60x compression on docs, 30x on SQL. Lossless round-trip verified. Zero dependencies.

Statespace

Enables users to document data and connect it to AI agents by defining tools and instructions in markdown files. It supports building RAG and text-to-SQL applications that can be deployed as MCP servers, APIs, or CLIs.

Kibana MCP Server

Provides seamless access to Kibana and Periscope logs through a unified API with KQL and SQL querying, AI-powered log analysis, and support for searching across 1.3+ billion logs in 9 indexes.

Firecrawl Local MCP

Provides web scraping, crawling, and site mapping capabilities by connecting directly to a self-hosted Firecrawl instance. It enables users to extract website content in markdown format and manage crawling jobs without an external API key.

MkDocs MCP Server

Enables AI assistants to access and search MkDocs documentation through tools for full-text search, page navigation, and code block extraction. It serves documentation pages as readable resources and provides structural outlines to help LLMs navigate documentation content.

Express MCP Server

A basic serverless MCP server example running on Netlify Functions using Express. Demonstrates how to deploy and run Model Context Protocol servers in a serverless environment.

Secure Remote MCP Server

Atua como um Gateway de IA para servidores MCP usando o Azure API Management, implementando a especificação de Autorização MCP mais recente.

codewatch-memory

An observational memory server that uses LLM agents to capture, compress, and recall project-specific decisions and context across AI coding sessions. It stores structured observations in SQLite to maintain long-term session continuity and architectural awareness.

Couchbase MCP Server for LLMs

Um servidor de Protocolo de Contexto de Modelo que permite que grandes modelos de linguagem interajam diretamente com bancos de dados Couchbase através de linguagem natural, suportando operações como consultar buckets, realizar operações CRUD e executar consultas N1QL.