Discover Awesome MCP Servers

GEP MCP Motor

Enables entropy-guided motor control for autonomous tool execution in MCP systems, using behavioral entropy dynamics to adaptively gate, throttle, and regulate tool invocations rather than static policies.

rdf-mcp

MCP servers for querying Brick and 223P ontologies, enabling abbreviation expansion, term/property lookup, and definition retrieval.

Math Operations MCP Server

Enables mathematical operations and calculations through an MCP server interface. Provides computational capabilities accessible via HTTP endpoints for mathematical processing tasks.

billy-mcp

Connects AI assistants to the Danish accounting platform Billy (billy.dk) for managing invoices, journal entries, balances, and receipts, with built-in human approval for all write operations.

korean-law-mcp

Enables natural language search and retrieval of Korean laws, precedents, administrative rules, and legal terms, with deep legal chain analysis and full-text access. Supports stdio and streamable-http transports for local and remote deployment.

Thordata MCP Server

Enables AI models to scrape and extract structured data from any website globally using a 195+ country proxy network with JavaScript rendering, anti-bot bypass, and output in Markdown, HTML, or Links format.

gdrive-mcp-server

Enables MCP-compatible AI assistants to interact with a user's Google Drive, including listing, searching, reading, creating, updating, and deleting files, with authentication via Google OAuth.

mcp-perfectpixel

MCP server for pixel-perfect verification, screenshots a live URL and diffs it against a static design image, returning grouped diff regions with severity scores and source tracing.

After Effects Motion Control Panel

A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.

jp-dates MCP Server

Provides Japanese national holidays, wareki (era) conversion, and date information. Works fully offline with no API keys required.

Dear User

Tells you how you and your Claude agent actually work together. Reads CLAUDE.md, hooks, skills, memory + scheduled tasks and writes you a letter. Local-only, no API keys, no data leaves your machine.

WEATHGARDS

Exposes MCP tools that enable remote LLMs to query local Docker containers, OS processes, and system services in real time.

RimSage

Search and browse RimWorld source code, definitions, and C# symbols via MCP tools.

Doxygen MCP Server

A comprehensive server that enables AI assistants to generate, configure, and manage Doxygen documentation for various programming languages through a clean interface.

YouTube MCP Server

Enables interaction with YouTube through the YouTube Data API, allowing users to search for videos, playlists, and channels, generate video titles using AI, and manage YouTube content through natural language commands.

Community Archive MCP Server

Enables searching and retrieving preserved Twitter data from the Community Archive, including user profiles, tweets, and keyword searches across archived content.

mcp-hello-py

Greets users in Korean by name, supporting single and multiple recipients.

MCP Fetch With Proxy

mcp-fetch

YNAB MCP Server

A Model Context Protocol server that enables interaction with You Need A Budget (YNAB) via their API, allowing users to manage budgets, accounts, categories, and transactions through natural language.

ecommerce-mcp

Enables AI to view and manage e-commerce data such as products, orders, and coupons, and perform actions like updating prices, stock, and generating sales reports.

genxevo-selenium

Enables AI coding agents to diagnose and repair Python Selenium UI automation using real evidence from live DOM and test runs, with enforced safety boundaries and verifiable fixes.

MCP Desktop Tools

Enables searching text across configured local workspaces using ripgrep. Provides secure text search capabilities within defined workspace boundaries through both MCP server and CLI interfaces.

IMAP MCP Server

A read-only IMAP server for the Model Context Protocol that lets users list mailboxes, search messages, and retrieve messages and attachments through MCP. It exposes Streamable HTTP at /mcp with strict safety limits.

rybbit-mcp

Enables querying Rybbit Analytics data directly through MCP-compatible clients like Claude Code. It provides tools for monitoring website statistics, user sessions, error logs, funnels, and performance metrics via natural language.

hypermnesia

A semantic memory store for AI agents, enabling persistent memory across sessions via MCP tools with semantic search, scoped access, and local embeddings.

Accessibility MCP Server

Provides conversational, actionable accessibility testing for AI agents, including auditing, prioritization, and code-level fixes.

galaxy_classification_mcp

Enables classification of galaxy images by Hubble type and answering custom astronomy questions using the Qwen VL vision-language model via DashScope.

model-router

Cost-aware multi-LLM routing MCP server that automatically routes tasks to free models first with fallback to paid, using task difficulty classification.

AGA-mcp-server

This server acts as a Portal (zero-trust Policy Enforcement Point) for AI agents. Every tool call is attested, measured against a sealed cryptographic reference, and logged to a tamper-evident continuity chain with signed receipts.

circuitarium-mcp

Local electronics tools for MCP-capable assistants, enabling static analysis of CRUMB save files and Logisim-evolution projects, including net tracing, BOM building, electrical rule checks, and optional truth table generation.