Discover Awesome MCP Servers

WebMiliastra Nodes Editor MCP Server

Enables AI agents to create and manage node graphs and projects for Genshin Impact's Miliastra Wonderland system. Provides tools for reading, writing, and validating GraphDocument JSON files, managing project folders, and accessing node definitions and documentation resources.

motionlint

MotionLint measures the motion your app actually ships — durations, easing curves, stagger intervals, exit timing, reduced-motion support — and scores it against a published set of animation standards with vision LLM.

finance-mcp

A read-only personal finance MCP server for analyzing transaction CSVs, providing tools to filter transactions, summarize spending, categorize charges, and flag unusual activity.

Technitium MCP Secure

A security-hardened MCP server for managing Technitium DNS Server via its HTTP API. It provides 20 tools for DNS zone management, record configuration, and server diagnostics with built-in protections like rate limiting and read-only modes.

chatgpt-mac-bridge

Gives ChatGPT Web hands on your Mac — files, git, terminal, browser, and windows via MCP, with outbound-only tunnel and delete protection.

media-mcp

An MCP server for AI-powered media generation using Google Gemini, enabling creation of images, videos, music, and speech directly from AI agents.

diagram-forge

Generates professional architecture diagrams from natural language descriptions using template-driven prompts and swappable AI image providers.

ARC-1

MCP server for SAP ABAP systems

seoradar-mcp

Enables SEO audits and URL monitoring via the SEO Radar API from any MCP-compatible AI client.

Kolada MCP Server

Provides access to 5,000+ Key Performance Indicators across 264 operating areas for all Swedish municipalities and regions, enabling statistical analysis, comparisons, and trend tracking of Swedish public sector data.

SEFAZ SC: NFE

Read-only MCP server for consulting Santa Catarina electronic invoices (NFE) from the official SEFAZ SC source via natural language, with prepaid per-query pricing.

symfony-agent-mcp

Enables AI assistants to perform read-only introspection of Symfony applications, exposing routes, controllers, services, entities, database schema, migrations, logs, and more via MCP tools.

kontra

Adds a challenger to your AI chat, enabling debate with multiple AI debaters to refine answers.

gemini-cortex-mcp

An MCP server that delegates tasks to Google Gemini, enabling live web search, video/audio understanding, and summarizing large files.

OptionsFlow MCP Server

Enables advanced options analysis and strategy evaluation through Yahoo Finance data. Supports calculating Greeks, analyzing risk metrics, and evaluating credit spreads, cash secured puts, and covered calls strategies.

tdprepview-mcp

Enables machine learning data preprocessing pipeline creation and model training, deployment, and prediction for Teradata databases.

adl-context-collector

MCP server providing persistent memory for LLMs via semantic search over captures, structured facts with temporal tracking, and document ingestion. Enables any MCP-compatible client to maintain a searchable knowledge base across sessions.

MCP Code Review Server

Enables automated AI-powered code review for pull requests across GitHub, GitLab, Bitbucket, and Azure DevOps via webhooks, and manual code review through MCP tools using Groq, Claude, or GPT-4.

rbw-mcp

MCP server that enables AI models to securely interact with a Bitwarden password manager vault via the rbw CLI.

tpu-devops

MCP server for managing Google Cloud TPU capacity and serving Gemma 4 with vLLM, including provisioning, debugging, benchmarking, and teardown.

ACE MCP Server

Implements Agentic Context Engineering to create self-improving AI coding assistants that learn from execution feedback and build persistent knowledge playbooks. Reduces token usage by 86.9% while improving code accuracy by 10.6% through incremental context updates.

NOAA Space Weather MCP Server

Provides real-time NOAA space weather data (solar flares, Kp index, solar wind) and analyzes HF radio propagation conditions for amateur radio operators to determine optimal frequency bands.

Snappy MCP Server with Xano Integration

Um servidor de Protocolo de Contexto de Modelo para Cloudflare Workers que se integra com a Claude AI, permitindo o uso de ferramentas através de login OAuth e conexões SSE.

youtube-mcp

Enables AI agents to fetch transcripts, metadata, and download videos/audio from YouTube without API keys.

paper-banana

An MCP server for generating process diagrams and CONOPS visuals for government and defense proposals using a multiagent AI pipeline with Gemini models.

nextcloud-mcp

MCP server integrating Nextcloud services (tasks, calendar, notes, email, files, Deck) for AI assistant interaction.

MCP Server with Google OAuth

A Model Context Protocol server that enables secure remote tool connections via Google account authentication.

hivetrust

KYA (Know Your Agent) identity, trust scoring, and insurance protocol for autonomous AI agents. Issues verifiable credentials, computes real-time trust scores, and provides agent liability coverage on Base L2.

codeindex

Serves a repo-indexing engine over stdio with tools for scanning, graph analysis, symbol extraction, caller lookup, and grep.

IMC Calculator

Calculates Body Mass Index (BMI) based on weight and height, returning the value and classification.