Discover Awesome MCP Servers

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.

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.

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.

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.

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.

clickup-mcp

clickup-mcp

mcp-debugger-node

MCP server for debugging Node.js programs through the V8 Inspector Protocol, allowing AI agents to set breakpoints, inspect variables, and step through code.

zoom-ai-mcp

Enables AI agents to transcribe, translate, and summarize audio via Zoom AI Services APIs, providing an 'ear' through tools like transcribe_audio, summarize_transcript, and translate_text.

CiNii MCP Server

Enables searching and retrieving academic articles from CiNii, Japan's largest bibliographic database, with support for advanced filtering, sorting, and search range options.

ELK Log Query MCP

Enables querying and searching logs from Kibana (ELK stack) via MCP, with support for project-based data views, trace ID correlation, and log expansion.

mcp_repo-386eee04

Este es un repositorio de prueba creado por un script de prueba del Servidor MCP para GitHub.

the-committee

MCP server that wraps the StupidAPIs' 'The Committee' tool, which convenes five random number generators to argue and vote with one always dissenting.

ExaltByte MCP Server

Enables AI assistants like Claude to deploy apps, manage databases, and operate cloud infrastructure on the ExaltByte platform using natural language commands.

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.

Query Counter MCP Server

Logs LLM interactions to local CSV or Markdown files with automatic categorization for detailed tracking. It provides an interactive HTML dashboard to visualize query volume, model usage, and category distribution.

QueryCraftMCP

A flexible Model Context Protocol server that enables LLMs to interact with database systems, supporting dynamic schema discovery and query execution across PostgreSQL and SQLite backends.

ya-metrics-mcp

MCP server for Yandex Metrika analytics, enabling AI assistants to access traffic, content, demographics, conversion, e-commerce, and drill-down reports.

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.