Discover Awesome MCP Servers

ipybox

A Python code execution sandbox based on IPython and Docker. Stateful code execution, file transfer between host and container, configurable network access.

Sage Intacct MCP Server by CData

Sage Intacct MCP Server by CData

DeepSeek MCP Server

Simple MCP server in Golang to redirect questions to Deepseek models

symbols-mcp

Read, inspect and navigate codebase symbols by connecting to a Language Server

@tailor-platform/tailor-mcp

The tailorctl command-line utility, with a focus on MCP (Model Context Protocol) server functionality.

Ableton Copilot MCP

A Model Context Protocol server that enables real-time interaction with Ableton Live, allowing AI assistants to control song creation, track management, clip operations, and audio recording workflows.

Google Cloud MCP Server

A Model Context Protocol server that connects to Google Cloud services, allowing users to query logs, interact with Spanner databases, and analyze monitoring metrics through natural language.

MCP Serial Port Tool

Enables AI assistants to interact with physical serial port devices across platforms (Windows COM/Linux tty) with support for asynchronous communication, URC pattern recognition, and structured logging.

GhidraMCP

Enables LLMs to autonomously reverse engineer binaries using Ghidra's capabilities including decompilation, function analysis, automatic renaming, and BSim integration for function similarity matching.

Carbon Voice

Access your Carbon Voice conversations and voice memos—retrieving messages, conversations, voice memos, and more as well as send messages to Carbon Voice users.

CoinMarketCap MCP Server

Real-time access to cryptocurrency data from the CoinMarketCap API.

Document Q&A MCP Server

A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.

🚀 MCP Gemini Search

Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools

NotebookLM MCP Server

Enables interaction with Google NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Google Drive, perform AI-powered research and analysis, generate audio podcasts, videos, infographics, and slide decks from notebook content.

Storybook MCP Server

A Model Context Protocol server that integrates with Storybook to help AI tools query UI components and retrieve usage examples from static Storybook files.

Ansible MCP Server

This Model Context Protocol server enables AI assistants to interact directly with Ansible, allowing them to execute playbooks, manage inventory, check syntax, and perform other Ansible operations.

TIDAL MCP: My Custom Picks

An MCP server that enables highly personalized music recommendations from TIDAL based on custom criteria, allowing users to create and manage playlists directly in their TIDAL account.

TypeScript MCP Sample Server

A sample MCP server implementation in TypeScript that demonstrates tool creation with a mock AI completion endpoint. Provides a basic example for developers to learn MCP server development patterns and tool registration.

Simplified MCP Server

A Model Context Protocol server that enables LLMs like Claude and Cursor to manage social media accounts and create posts across multiple platforms (including Facebook, Instagram, Twitter, LinkedIn, TikTok) through Simplified's API.

Memory Forensics MCP Server

AI-powered memory dump analysis using Volatility 3 for digital forensics investigations. Enables process analysis, malware detection, network forensics, timeline generation, and anomaly detection with support for Claude, Llama, and other LLMs.

T1D Manager

Enables Type 1 diabetes patients and caregivers to monitor real-time blood glucose from Dexcom Share, calculate insulin doses, and receive empathetic AI-powered sick day care guidance through natural language interactions.

InstantDB MCP Server

Provides a read-only interface for querying InstantDB data with tools to execute queries and retrieve examples based on pre-defined patterns.

AnySite MCP Server

Enables comprehensive access to LinkedIn and Instagram data including user profiles, posts, comments, and account management features like messaging and connections. Also provides Google search and Reddit post search capabilities through the AnySite API.

FVWM3 Window Manager

Enables interaction with the FVWM3 window manager for configuration generation, window management, and debugging. Provides access to config files, runtime state, and control tools for managing desktops, monitors, and tiling operations.

Axiom MCP Server

An npx-compatible port of @Axiom's mcp-server-axiom

MCP Odoo Server

Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC for performing CRUD operations and managing modules. It supports advanced features like domain-based searching, field metadata inspection, and administrative task execution.

MySQL-MCP

A connector that gives Claude direct access to MySQL databases through the Model Context Protocol, enabling natural language querying, schema exploration, and database management.

test-server

just a test of glama