Discover Awesome MCP Servers

webclaw

Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. Uses TLS fingerprinting to bypass anti-bot without a headless browser. Outputs LLM-optimized markdown with 67% fewer tokens than raw HTML.

Apple Reminders MCP Server

Enables AI assistants to manage Apple Reminders lists and reminders on macOS, including creating, updating, completing, and deleting reminders.

Check Point CloudGuard WAF MCP Server

Enables AI assistants to manage Check Point CloudGuard WAF configuration through natural language, including assets, profiles, practices, and policy.

MCP-dev

Custom MCP tools for local development that enable file system access, shell command execution, and web resource browsing. Designed for local use with safety considerations for potentially destructive operations.

tray-mcp-server

Connects AI agents like Claude to the Tray Commerce platform, enabling natural language management of products, orders, and customers.

apple-mcp

Enables AI to control Apple Mac apps like Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps through natural language commands.

mnemo-mcp

Persistent AI memory with SQLite hybrid search (FTS5 + semantic), built-in Qwen3 embedding, and rclone sync across machines.

abac-validation-mcp-server

Enables AI-assisted Attribute-Based Access Control code validation and review, with batch processing and progress notifications for long-running operations.

SEO Research MCP

Enables AI coding assistants to perform SEO research tasks including backlink analysis, keyword research, traffic estimation, and keyword difficulty analysis using Ahrefs data directly within IDEs.

teslamate-mcp

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

sleepon-mcp

Enables AI assistants to analyze sleep quality, compare nights, generate reports, and get personalized improvement tips using Sleepon sleep tracker data.

verified-googledocs-mcp

An MCP server for Google Docs whose writes carry proof, ensuring every mutating operation re-reads the document and returns evidence of changes with tab-scoped edits, normalization ladder, and match-count guards.

Cost Explorer MCP Server

Enables querying and analyzing AWS cost and usage data through the AWS Cost Explorer API. Supports cost comparisons, forecasting, dimension filtering, and cost change driver analysis with streamable HTTP deployment to Amazon Bedrock Agentcore Runtime.

CDM MCP Server

Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.

remote-desktop-commander

Enables secure remote access to your computer's filesystem and terminal through MCP, allowing AI assistants to manage files, run commands, and automate tasks from anywhere via a hosted relay.

KCSC MCP Server

Enables AI clients to search and read Korean Construction Standards (KCS/KDS) documents directly, using the KCSC OpenAPI.

text2animate

Turns plain-language descriptions into animated SVGs with a live preview and conversational editing.

Edge TTS MCP

Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-Speech service with customizable voice options, speech rate, volume, and pitch parameters.

Claude Patent Creator

An MCP server that enables patent creation and analysis, including regulation search, prior art discovery, claim compliance checks, and patent diagram generation, all within Claude Code.

hive-mind

Enables coding agents to record, recall, supersede, and trace temporal decisions with rationale using MCP tools.

Cloud Tool Results API MCP Server

An MCP Server that provides access to Google's Cloud Tool Results API, enabling applications to programmatically interact with test results from Firebase Test Lab and mobile app testing through natural language.

ML Research MCP

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

idea-lab-mcp

An MCP server that turns your AI assistant into a structured ideation partner by generating, scoring, critiquing, and storing software ideas locally with a built-in web dashboard.

open-connector-pro

Unified AI Agent SaaS Connector & Multi-Provider Gateway connecting to 1,000+ SaaS platforms, vector databases, and 500+ LLM models via MCP, REST API, and CLI.

LibreLink Up B2B (CGM clínica)

Enables clinical teams to list patients with active sharing and read glucose, graph, logbook, and statistics from LibreLink Up, with secure magic-link login and encrypted credentials.

sifflet-mcp

Enables data observability operations with the Sifflet platform. Supports exploring assets, monitors, incidents, generating monitor-as-code YAML from descriptions, and performing impact analysis.

Sign Inspire MCP Server

Official MCP server for Sign Inspire's cloud digital signage platform, enabling AI agents to manage screens, deploy campaigns, and monitor real-time status via natural language.

DocsHub MCP Server

An MCP server that provides AI clients with access to developer documentation via llms.txt files. Exposes tools, resources, and prompts.

sbb-mcp

Independent MCP client by swsistrip for Swiss Federal Railways (SBB/CFF/FFS) — all schedules, prices, ticket links via SBB's official SMAPI.

mssql-mcp-reader

Read-only Model Context Protocol server for Microsoft SQL Server. Enables safe schema discovery, profiling, and querying with zero risk of data modification.