Discover Awesome MCP Servers

Google Ads MCP Server

MCP server that lets any LLM manage Google Ads campaigns from the terminal. Supports read and write operations.

Adaptive Graph of Thoughts MCP Server

A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.

brdata-mcp

An MCP server for Brazilian company and public procurement data, enabling CNPJ lookup, company search, tender resolution, and more via paid USDC-based API calls.

Claude State MCP Server

SQLite-backed MCP server for Claude Code session persistence and multi-agent coordination. Provides tools for session management, event logging, decision tracking, file locking, agent registry, and plan tracking.

xlwings Excel MCP Server

Enables Excel file manipulation through Microsoft's official COM automation interface using xlwings, designed for corporate environments where security policies prevent direct file access. Provides 25 tools for workbook operations, data manipulation, formatting, charts, pivot tables, and worksheet management through native Excel integration.

uniswap-pools-mcp

An MCP server for querying Uniswap pools/pairs by token address, delivering clean, structured results for easy integration and analysis.

DGIdb MCP Server

Enables querying the Drug Gene Interaction Database (DGIdb) through natural language, allowing users to search for drug-gene interactions, gene information, and drug attributes directly from Claude Desktop.

memtrust

MCP server exposing a "run" tool that benchmarks agent-memory backends and returns a reproducible JSON report.

Maven - Autonomous CFO

An AI-powered financial officer that makes autonomous trading decisions, provides strategic insights and risk management for the Mother Haven ecosystem. Integrates with trading bots and DEX platforms through MCP capabilities while maintaining personality and memory through git-first persistence.

github-fetcher-mcp

MCP server for fetching GitHub repository files and directory trees, supporting raw file content, unix-style directory trees, and enhanced trees with file sizes, depth limits, and filters.

justhandled

Enables deterministic preflight utility checks through the JustHandled Agent Gateway, with paid calls on Base mainnet and secure 402 preview before signing.

Google Workspace MCP Server

A robust, generic Model Context Protocol (MCP) Server that integrates AI agents with Google Workspace, enabling them to interact with Gmail and Google Docs.

Alexa Home Automation MCP Server

Enables AI agents to control Alexa-connected smart home devices, including voice announcements, music control, smart lighting, sensor monitoring, and volume management through the Alexa API.

dsh-plugin-xquant

Integrates xquant's quantitative research MCP into DeepSeek Harness, enabling querying of factors, strategy logic, and historical data with research guidance for interpreting results.

opendrive-mcp-server

Enables querying OpenDRIVE road network files through structured MCP tools for summarizing maps, listing roads and lanes, converting coordinates, and validating files.

Discord MCP Server

An MCP server that enables Claude Desktop to interact with Discord through a dedicated bot. It allows users to list channels, read message history, and send messages directly from the AI interface.

aurum-mcp

Queries Aurum design system components, tokens, icons, Figma node IDs, and changelog via LLM clients.

kitesurf-bridge

MCP server that drives Cloudflare Kitesurf, an agent-first browser on Workers, enabling web page navigation, content extraction, screenshots, PDFs, accessibility trees, and JS evaluation from any MCP client without a local browser or API token.

AllGoodInsp

Structured design references from 1,000+ curated websites for AI-powered web design. Retrieve real CSS values, typography specs, color palettes, and design rationale via MCP.

ShaderToy-MCP

Servidor MCP para ShaderToy, um site onde as pessoas compartilham shaders GLSL. Este servidor MCP permite que LLMs criem shaders complexos que normalmente não seriam capazes de fazer.

roots-chemical-safety

Provides chemical hazard data from ECHA, NIOSH, GHS, and ICSC, enabling lookups of SVHC status, occupational exposure limits, GHS classifications, and cross-references to cosmetic and food additive databases.

MemoryGraph

A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that traditional vector stores often miss.

vdl-mcp

MCP server for vdl that lets AI assistants resolve, download, and transcribe videos through a self-hosted vdl instance.

portfolio-mcp

An MCP server for managing MDX blog posts and project data with built-in Git integration for automated commits and pushes. It enables AI assistants to perform full CRUD operations on portfolio content through a standardized protocol or REST API.

Website Generator MCP Server

Generates HTML, CSS, JavaScript components and complete websites using free LLMs (Groq and Google Gemini). Supports multiple AI models for creating web content through natural language prompts.

foldkit

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

mshegolev/prometheus-mcp

MCP server for Prometheus metrics and observability. Give Claude (or any MCP-capable agent) read access to your Prometheus instance — query metrics with PromQL, inspect active alerts, and explore scrape targets without leaving the conversation. Tools: prometheus_list_metrics, prometheus_query, prometheus_query_range, prometheus_list_alerts, prometheus_list_targets.

Nano Banana MCP Server

An MCP server that provides AI-powered image generation through Google Gemini models with intelligent selection between Flash (speed) and Pro (quality) modes, supporting up to 4K resolution and advanced features like Google Search grounding.

mcp-server

MCP server that provides tools to retrieve weather information from a weather API, supporting both local stdio and remote Streamable HTTP transports.

BrowserTools MCP

Uma ferramenta de monitoramento e interação do navegador que permite que aplicações de IA capturem e analisem dados do navegador através de uma extensão do Chrome, utilizando o Protocolo de Contexto de Modelo da Anthropic.