Discover Awesome MCP Servers

MCPDemo - Visual SQL Chat Platform

An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.

mcp_notes

MCP server for saving, reading, and listing Markdown notes in the filesystem. Enables agents to persistently store reports or notes as plain Markdown files.

stackzero-labs/mcp

A model context protocol server that enables applications to use stackzero-labs/ui components through the MCP protocol, supporting both standalone operation and integration with Claude Desktop and Cursor.

MCPGex

Enables LLMs to systematically develop and validate regex patterns by defining test cases with expected matches, testing patterns against them, and iteratively refining until all requirements are satisfied.

OpenAlex MCP Server

Enables AI agents to search and analyze OpenAlex scholarly database for OSINT research, including works, authors, institutions, funding, citations, and collaboration networks.

Valkey MCP Task Management Server

Enables AI agents to create, manage, and track tasks within plans using Valkey as the persistence layer. Supports plan and task management with Markdown notes, status tracking, and prioritization through multiple transport protocols (SSE, Streamable HTTP, STDIO).

nist-rag-mcp-server

A local FastMCP STDIO server exposing two tools (ask_nist_rag and get_nist_visual) and one read-only resource (nist://visuals/catalog) that provides grounded question answering over NIST AI RMF documents using local RAG with selective OCR, hybrid retrieval, and verified visual figure retrieval.

Nano Banana

Enables image generation using Google Gemini models like Gemini 2.0 Flash and Imagen 3.0 with support for custom aspect ratios and negative prompts. It also allows users to list and manage generated images stored in local directories.

synthesia-mcp

Enables creating and managing Synthesia avatar videos through natural language, with draft-by-default rendering to save quota.

app.wishpool/indonesia-payments-mcp

Enables AI agents to accept Indonesian payments including GoPay, QRIS, ShopeePay, DANA, bank transfers, and convenience store payments via Midtrans Snap's hosted checkout.

monarch-mcp2

Unofficial MCP server for Monarch Money that exposes tools for managing accounts, transactions, budgets, and other financial data through natural language.

Mnemom

Provides trust infrastructure for AI agents by enabling reputation lookup, website trust scanning, and identity verification via MCP tools.

Google Search Console MCP Server

Enables AI agents to query Google Search Console data including search analytics, URL inspection, sitemap management, and site performance monitoring, with per-user OAuth authentication.

Fiji MCP Server

Enables AI agents to control Fiji/ImageJ for microscopy image analysis through natural language commands, supporting operations like image opening, filtering, particle analysis, and automated workflows.

Librarian

Provides AI agents with persistent knowledge storage, enabling them to store, search, and retrieve text, documents, and files using semantic and keyword search via MCP tools.

WebWeaver Nexus MCP Server

Exposes WebWeaver Nexus services — waitlist signup with embedded form, product overview, and contact info — to MCP-enabled hosts via Streamable HTTP.

ScarletPlan

Local-first Rutgers course planning assistant that answers 'what should I take and when?' using a CP-SAT solver, real transcript data, and live SOC data, connected to Claude via MCP.

AFSIM MCP Server

Enables LLMs and AI agents to interact with AFSIM through standardized MCP tools for scenario management, entity/component control, simulation execution, and results analysis.

PureContext MCP

Indexes codebases and lets AI agents retrieve precise code snippets (functions, classes, routes) instead of reading entire files, reducing token usage and improving accuracy.

Outlook MCP Server

Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assistants to search, analyze, and extract insights from emails in personal and shared mailboxes.

x-mcp-server

Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, searching, liking, retweeting, and more through natural language.

baramundi MCP Server

MCP Server für das baramundi Management Center. Erlaubt Claude, Geräte abzufragen, Jobs zu starten und Compliance-Reports zu generieren.

EIA MCP Server

A FastMCP server that wraps the U.S. Energy Information Administration Open Data API v2, enabling natural-language queries for electricity, petroleum, and other energy statistics via tools like discover_eia_route and get_eia_data.

LedFX MCP Server

Enables AI assistants to control a local LedFX instance through natural language, allowing management of LED devices, virtuals, effects, scenes, palettes, and playlists.

strava-mcp

Enables full integration with Strava API v3 for managing activities, athletes, clubs, segments, and routes through MCP-compatible clients like Claude Desktop.

Google Health MCP

A local-first MCP server that enables AI agents to read user-authorized Google Health API v4 data from Fitbit, Pixel Watch, and partners via OAuth, with tokens never leaving the machine.

MCP Web Extractor

Máy chủ MCP trích xuất nội dung web bằng Readability.js

mcp-quiz-generator

Generates quizzes from Markdown content and outputs interactive HTML and Word documents.

weather-mcp

Multi-tenant MCP server for OpenWeather One Call API 4.0, providing weather data, alerts, and management tools with Vault/Postgres persistence and tenant scoping.