Discover Awesome MCP Servers

cyntrisec

A local-first AWS security tool that uses graph theory to discover attack paths (e.g., Internet → Role → DB) and prioritize remediations. It allows agents to perform read-only security audits and generate Terraform fixes without data exfiltration.

Pixeltable MCP Server (Developer Edition)

An experimental multimodal AI data infrastructure that allows users to manage tables, run local AI analysis like object detection, and automate data workflows. It includes an interactive Python REPL and introspection tools for exploring Pixeltable functions directly through Claude or Cursor.

ChatPPT

AI Generate Presentation，use your theme sentence with request，or weblink ，or files，it will generate a prefect ppt，and then you can edit it in website。free office tools

PubChem MCP Server

Enables comprehensive access to PubChem's chemical database with over 110 million compounds. Supports chemical searches, structure analysis, bioactivity data, safety information, and molecular property calculations through 30 specialized tools.

Go MCP Server List

Collection of Go MCP Servers created by the community

folder-mcp

Enables LLMs to securely read, search, and analyze local file systems through the Model Context Protocol. Provides tools for listing files, pattern-based searching, and reading file contents with built-in security validation.

IPMA Weather Server

Provides access to Portuguese meteorological data from IPMA (Instituto Português do Mar e da Atmosfera), including weather forecasts, warnings, UV index, seismic data, and weather station observations for cities in Portugal.

WinCC Unified MCP Server

Enables AI assistants to interact with SIEMENS WinCC Unified SCADA systems through their GraphQL API, supporting operations like reading/writing tag values, browsing objects, querying historical data, and managing alarms.

zig-mcp

MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Server) via LSP. Provides 16 tools for code intelligence (hover, go-to-definition, references, completions, diagnostics, rename, format) and build/test operations.

MCP Fivetran

A server implementation that enables AI assistants to interact with Fivetran's API, allowing for user management, connection listing, and triggering syncs.

BULC Building Designer

Connects Claude Desktop to BULC fire simulation software for AI-powered building design, enabling natural language creation of rooms, walls, and multi-story structures with spatial awareness and undo/redo support.

WhatsApp MCP Server

A server that integrates WhatsApp with the Model Context Protocol (MCP), enabling AI-driven interactions. It allows searching, reading, and sending messages, including media, while storing all data locally in an SQLite database. Integrates with Claude or Cursor for enhanced functionality.

Reflection MCP Server

Enables reflective thinking and memory storage with support for multiple AI providers (OpenAI, Anthropic, Gemini, Ollama) or local fallback. Stores contextual memories locally and provides tools for reflection, questioning, note-taking, and summarization across different conversation keys.

N2YO Satellite Tracker MCP Server

Provides access to satellite tracking data from N2YO, allowing users to query satellite positions, predict passes, and access TLE data through natural language requests.

Self-Hosted EdgeOne Pages MCP Server

Enables AI assistants to deploy and manage static websites directly through EdgeOne Pages. It provides a self-hosted solution for hosting website files using KV storage and managing content through the Model Context Protocol.

Deep-Co

A Chat Client for LLM, written in Compose Multiplatform.

Slidev MCP Server

Enables AI agents to create professional Slidev presentations and export them to PDF directly through natural language commands. Supports multiple themes, code syntax highlighting, and various slide layouts for business, technical, and educational content.

MCP DivulgaCandContas Server

Enables querying Brazilian electoral data through TSE's official API. Supports candidate searches, election information, and campaign finance records for municipalities and states.

MCP Linear.app Server

An MCP server that enables interaction with Linear.app's API for issue tracking, project management, and workflow automation. It allows users to create, update, and search issues, manage cycles and labels, and perform team operations through natural language.

MCP Demo Server

A demonstration MCP server showcasing tools (calculator, file operations, weather, timestamp), resources (server config, system info, documentation), and reusable prompt templates for code review, documentation, and debugging.

YouTube MCP Server

Enables AI agents to search for YouTube videos and play them in the default browser as a playlist via natural language commands. It leverages the YouTube Data API v3 to provide specific tools for video discovery and media playback orchestration.

MCP-Scan: An MCP Security Scanner

A security scanning tool for MCP servers

MathServer

Provides basic mathematical operations (addition, subtraction, multiplication, division) through a Model Context Protocol server. Enables MCP-compatible clients like chatbots to perform calculations by sending structured math requests.

Chat Context MCP

Enables AI to automatically search, retrieve, and organize your Cursor chat history across sessions. Supports tagging, nicknames, project-scoped search, and full-text search to maintain context between conversations.

SSH MCP Server

A local Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH connections.

Packager-MCP

Transforms AI assistants into expert Windows application packaging assistants for Microsoft Intune, enabling automated creation of deployment packages with PowerShell App Deployment Toolkit (PSADT) scripts, silent install arguments, and detection rules.

Mastodon MCP

A Model Context Protocol server that provides tools for interacting with Mastodon, enabling users to create toots with customizable visibility and attach media files with descriptions.

JSON Query MCP

A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.