Discover Awesome MCP Servers

web-archive-mcp

Persists web fetch and search results as timestamped JSONL files, indexed for full-text search, enabling users to retrieve and search across archived web pages even after they are removed or changed.

Airflow MCP

A Model Context Protocol server that exposes Apache Airflow's REST API to AI agents, enabling them to inspect and operate on DAGs, DAG runs, task instances, and logs.

Illustrator AI MCP Server

An MCP server that lets AI assistants control Adobe Illustrator locally—running ExtendScript, capturing canvas screenshots, exporting artwork, and optionally remembering techniques—all without network activity.

Investment Research MCP

An evidence-first investment research MCP server that combines official disclosures, market data, and domain-specific evidence for Korean biotech companies like Samsung Biologics, Daewoong Pharmaceutical, and Lunit.

Financial Modeling Prep MCP Server

Provides AI assistants with access to comprehensive financial data including real-time stock quotes, company fundamentals, financial statements, market analysis, SEC filings, and economic indicators through 253+ tools across 24 categories.

Upstash Redis MCP

Lightweight MCP server for Redis that allows running any Redis command and searching Redis documentation. Supports multiple named databases with HTTP/REST or TCP transport.

Unyly Gateway

One connector for the whole MCP catalog — 15,000+ servers plus your team's private MCPs — callable from Claude, ChatGPT, Cursor and VS Code through a single OAuth endpoint. No per-server install.

matter-mcp-server

Enables AI assistants to directly interact with Matter devices and protocol operations, including device commissioning, attribute read/write, commands, and event monitoring, through natural language.

TravelMind MCP Server

Integrates Chinese travel and map services into MCP-compatible clients, offering geocoding, POI search, and reverse geocoding via Amap API.

IIT Roorkee Academics MCP

Enables interaction with the IIT Roorkee Academics portal through MCP tools for authentication, academic data retrieval (fee, grades, transcripts), and safe API calls.

hello_world_dart_mcp_server

A simple Hello World MCP server written in Dart that demonstrates basic MCP server implementation with two example tools: say_hello and get_server_info.

oscilloscope-mcp

AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV export, and frequency measurements on PicoScope, Hantek, or a built-in simulator.

Mnemonic

Persistent memory management for AI assistants like Claude, enabling creation, search, and retrieval of memories with tagging and triggers.

Agent Memory Control Plane

Enables governance of AI-agent memory through deterministic routing, explicit ownership, review before promotion, scope-aware retrieval, conflict handling, and auditable receipts via seven MCP tools.

vle-mcp

This MCP server enables AI clients to calculate the boiling temperature of water at a given absolute pressure using the IAPWS-IF97 standard, separating natural-language reasoning from authoritative scientific computation.

shadcn

This MCP server provides tools to install and manage shadcn/ui components directly from AI coding agents.

tracegraph

An MCP server that induces agent behavior from traces into a spec, then gates MCP calls against that spec to block invalid actions.

ffmpeg-render-pro

MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, render_video, color_grade, merge_audio, concat_videos. Live dashboard, GPU auto-detection, YouTube-optimized output.

credit-risk-mcp

Enables users to query financial data and compute credit-risk metrics like Altman Z-Score and loan default probability through natural language.

Phoenix MCP

Gives AI agents scoped, least-privilege access to Home Assistant, with per-token permissions, auditing, and 131 tools for managing smart home devices.

Personnel Data MCP Server

An MCP Server that provides access to Personio's HR and personnel data through the Personnel API, allowing interaction with employee records, HR systems, and personnel management functions.

Terrakube MCP Server

A Model Context Protocol server that enables managing Terrakube infrastructure through natural language, handling workspace management, variables, modules, and organization operations.

espanso-mcp

An MCP server for managing Espanso text expansion configurations, enabling AI assistants to create, update, delete, and list shortcuts with cross-platform support.

MCP Audacity

MCP server that connects Codex to a local Audacity instance, enabling natural language control of audio editing, generation, analysis, and project management. It exposes validated high-level tools and an allow-listed command layer for safe automation.

frida-mcp

An MCP server that enables AI models to perform Android dynamic analysis using Frida, including spawning and attaching to applications, listing apps, and injecting scripts.

SendGrid MCP Server

Manages SendGrid email workflows including design library, transactional templates, marketing contacts and lists, single sends, and direct email sends via the SendGrid v3 API.

Storyblok MCP Server

Connects AI tools to Storyblok CMS, allowing users to manage content through natural language commands for tasks like story management, asset handling, and AI-powered content operations.

mcp-autogui-multinode

An MCP and HTTP server wrapper for PyAutoGUI that enables LLMs to control mouse and keyboard operations across local or remote distributed environments. It provides comprehensive tools for screen interaction, including clicking, typing, and capturing screenshots.

hwp-reader

MCP server for reading HWP and HWPX documents without Hancom Office. Extracts text, tables with merged cells, and hidden memos, compatible with various MCP clients.

electronic-mcp-server

Provides electronics engineering tools for resistor color decoding, capacitor calculations, and GPIO pin reference for ESP32, Arduino, and STM32 boards.