Discover Awesome MCP Servers

marketscore-seo-mcp

Connects AI assistants to SEO data from Yandex Webmaster, Google Search Console, Yandex Metrica, and Topvisor, enabling natural language analysis of search performance, indexation, positions, and audits.

Hevo MCP Server

Enables managing Hevo Data pipelines from Claude Code, including listing, creating, enabling, disabling, resyncing, and updating pipeline and source configurations.

SpatialLens

Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene graph hierarchy, material shader graphs, spatial positions, and entity relationship analysis via CLI and MCP tools.

gpu-transcription-mcp

Enables MCP-aware agents to queue and run faster-whisper transcription jobs on a shared GPU, with tools to submit audio, poll job status, cancel jobs, and inspect queue status.

Skincare MCP

An ingredient-based recommendation engine that identifies similar products using TF-IDF vectorization and scans ingredient lists for potential irritants. It enables users to perform NLP-based product matching and check for skin-sensitivity red flags within Claude.

MSSQL MCP Server

Enables interaction with Microsoft SQL Server databases through a Model Context Protocol interface, supporting database connections, switching between databases, and executing secure SELECT queries.

google-keep-mcp

Enables AI-powered management of Google Keep notes, including search, create, update, delete, archive, and label operations.

MCP Startup Framework

A comprehensive framework for building remote MCP servers on Cloudflare Workers featuring OAuth 2.1 authentication, PostgreSQL integration, and Stripe-powered paid tools. It enables developers to create scalable, platform-agnostic MCP tools with support for user registration and subscription-based functionality.

QueryNest

A MongoDB multi-instance query service built on MCP that provides intelligent database structure discovery, semantic analysis, and natural language query generation for MongoDB databases.

accounting-mcp

Multi-tenant MCP server connecting accounting software to AI assistants via ~87 tools. Supports Bokio (Swedish accounting) with mock mode for development.

Obsidian MCP Server

Enables management and semantic search of an Obsidian vault via MCP, with features like adding notes, listing recent notes, and resetting the database using persistent Chroma DB storage.

RefBase MCP

MCP server that enables AI assistants in IDEs to interact with RefBase webapp for managing conversations, bugs, features, and project context via natural language.

agent-handoff-mcp

Centralized multi-project state & handoff MCP server that lets AI agents save checkpoints in one session and resume in another with minimal token overhead, including git snapshots and code-graph integration.

Dart LSP MCP

A Model Context Protocol (MCP) server that provides Dart language analysis capabilities to Claude Code, enabling real-time diagnostics, code navigation, and symbol search for Dart projects.

Java Boilerplate Generator MCP

Enables automatic generation of explicit boilerplate methods (getter/setter/equals/hashCode/toString/constructors) for Java entity classes, replacing Lombok dependencies with visible, reviewable code.

Mi Fitness Data Bridge

Provides local MCP tools to query your own Xiaomi Mi Fitness health data (sleep, workouts, heart rate, etc.) stored in a local SQLite database, enabling AI assistants to access personal health records without exposing credentials.

Autotask MCP Server

Provides AI assistants with direct access to Autotask PSA for MSP operations. Enables natural language interaction for ticket management, time logging, company lookups, project tracking, and billing review through 39 comprehensive tools.

mcp-data-montgomery

MCP server providing access to Montgomery County, MD open data through the Socrata SODA API, enabling querying and analysis of public datasets via natural language.

ton-jetton-risk-mcp

MCP server that screens any TON jetton (token) for rug-pull and honeypot risk. Returns a live on-chain 0–100 risk score with flags: mint authority, holder concentration, DEX liquidity, taxable transfer, blacklist, and a honeypot heuristic.

Google Ads MCP Server

Enables interaction with Google Ads through secure OAuth authentication to discover keyword ideas, analyze historical search metrics, and generate forecasts for advertising campaigns. Built as a Next.js application with encrypted credential storage and rate limiting.

Encore MCP

A personal content experience memory server that lets users capture raw thoughts about content, recall past experiences via natural language, and preserves original text without AI rewriting.

emailfinder-mcp

MCP server for emailfinder.dev that enables AI assistants to find verified professional email addresses via name/domain, LinkedIn URLs, company domains, roles, and email validation.

MCP Learning Project

A comprehensive learning platform for Model Context Protocol development that teaches MCP concepts through hands-on modules including text processing, file operations, and database integration. Designed as an educational tool with progressive difficulty levels from basic to advanced MCP server development.

Babbar MCP Server

Integrates with the Babbar.tech SEO API to enable AI assistants to perform advanced SEO analysis, competitor research, backlink auditing, and content gap identification.

Pixly MCP

Provides AI assistants with real-estate visual tools including virtual staging, photo enhancement, decluttering, day-to-night conversion, plot signs, and cinematic property videos via the Pixly API.

Engineering Drawing Estimator

An MCP server for counting electrical and communication symbols in engineering PDF drawings, supporting symbol detection, candidate review, and export of markup and quantities.

Local Financial MCP Mock Server

A lightweight MCP server that simulates financial data interactions with dummy authentication and static JSON datasets for testing financial applications.

Rice Stock Data MCP Server

Enables natural language queries for stock market data via the Rice Business Stock Market Data Portal, with Rice University email verification for access control.