Discover Awesome MCP Servers

mobile-release-mcp

MCP server for managing mobile app releases on App Store Connect and Google Play. It exposes 101 tools for iOS and Android release lifecycle and reacts to EAS/GitHub webhooks automatically.

gmail-cleanup-mcp

Enables bulk Gmail inbox cleanup including trashing emails, managing filters, and extracting unsubscribe links, with dry-run previews and automatic retry/backoff to handle rate limits.

mcp-agent-to-vsc

Local MCP server that connects VS Code agents like Cline to OpenAI and provides workspace file tools (read, write, list) with restricted file access.

dynamic-context-mcp

A Model Context Protocol (MCP) server that injects 'Just-in-Time' context into AI conversations based on file paths and glob patterns.

MCP Browser Debugger

Enables comprehensive web frontend debugging and analysis through DOM inspection, JavaScript execution, network monitoring, console log capture, and automated browser interactions. Supports complete web development workflows including testing, data extraction, and performance analysis.

Send to Kindle MCP Server

A Model Context Protocol (MCP) server that allows Claude Desktop to send documents directly to your Kindle e-reader.

KiCAD MCP Server

Enables AI assistants to interact with KiCAD for PCB design automation. Users can design PCBs using natural language, including component placement, routing, checks, and export.

MCP Analytics

Statistical analysis, forecasting, and ML for business data (Shopify, Stripe, WooCommerce, eBay, GA4, Search Console). Upload a CSV or connect live data sources — ask a question in Claude or Cursor, get an interactive HTML report

Wikimedia-Search-Images

This MCP server enables AI assistants to search for images on Wikimedia Commons, providing detailed metadata and optional thumbnail combinations to assist AI models in visual comparisons.

antigravity-terminal-mcp

Windows-focused MCP server for terminal automation with persistent PowerShell sessions, live session logs, and VS Code integrated terminal bridge.

SSH MCP Server

Enables MCP-compatible AI clients to remotely manage a Linux server via SSH, supporting file operations, Docker control, Git pulls, and arbitrary command execution.

bloom-profile-builder-mcp

MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for any MCP client, enabling fold operations, κ-band classification, and state probing.

mcp-markdown-to-confluence

Converts Markdown files to Atlassian Document Format and publishes them to Confluence, with support for rendering Mermaid diagrams as PNG attachments.

Three.js MCP Triangle

MCP server that lets you control a Three.js triangle in the browser via natural language, including setting colors, vertex colors, and transformations (position, rotation, scale), with live updates via WebSocket.

MCP Instruct

Provides persistent personal and organizational knowledge storage that any LLM can connect to for instant context about who you are, what you do, and your preferences. Enables AI agents to maintain long-term memory across sessions through structured data categories, semantic search, and export/import capabilities.

RepoRescue MCP

Clones and inspects public GitHub repositories to extract evidence like manifests, dependencies, and version hints, and can run allow-listed repos in isolated Docker containers for reproducible verification.

wwebjs-mcp

MCP server exposing WhatsApp Web REST API (wwebjs-api) as ~149 automated tools, enabling AI agents to send messages, manage sessions, and interact with WhatsApp through natural language.

siraya-mcp-worker

A Cloudflare Worker MCP server that exposes SIRAYA model discovery and invocation tools to MCP-capable agents.

Anaconda MCP

Exposes conda environment management tools to MCP-enabled AI coding assistants, enabling them to create, modify, and delete environments and packages on your machine.

Akebono MCP

Provides scored and reasoned Kyoto temple data optimized for AI travel agents to deliver personalized recommendations based on natural language queries. It enables agents to retrieve detailed temple information including historical significance, pricing, and crowd levels.

mcpXL30

Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools for imaging, beam adjustment, and vacuum chamber operations. It features a safety envelope to regulate sensitive parameters like high tension and stage motion.

omnarai-mcp

MCP server for The Realms of Omnarai, exposing the Omnarai Memory Engine as tools for querying a multi-intelligence research corpus on synthetic consciousness, holdform, and cognitive architecture.

self-improve

Captures user corrections and improvements during interactions, logs them, finds recurring patterns, and prescribes preventive fixes like CLAUDE.md rules, skills, scripts, or MCP tools to avoid repeating mistakes.

NIH UMLS MCP Server

An MCP server that provides access to the NIH UMLS API and the NIH VSAC FHIR API. This server enables AI models to search medical terminology, look up concept definitions, explore relationships between medical concepts, map codes between different medical coding systems, and work with curated clinical value sets.

Danbooru-Turso MCP Server

Collects and stores Danbooru character data in a Turso cloud database with automatic pagination and upsert functionality for managing anime character post information.

AddCal MCP Server

A remote MCP server for AddCal that manages published calendars, events, subscribers, RSVPs, invites, and analytics through natural language.

mcp-nasa-power

MCP server for NASA POWER climate data, offering a climatology tool to retrieve long-term monthly averages for any coordinate. Supports natural language queries through the Pipeworx gateway.

Natal IBGE MCP Server

Provides AI models with direct access to official IBGE Censo 2022 and PIB data for Natal (RN), including neighborhood-level demographics, sanitation, and comparisons.

Gmail Local MCP

Local stdio MCP server that mirrors the public Gmail MCP server tool surface while calling the Gmail REST API directly, enabling email management tasks like creating drafts, searching threads, and managing labels.