Community Servers MCP Repositories

Open-source out-of-the-box alternative to OpenAI Operator, providing a full desktop experience and optimized for using remote macOS machines as autonomous AI agents.

Pragmatic Deterministic MCP Templating - High-performance deterministic templating library with comprehensive todo validation, quality enforcement, and 0.0 temperature generation for reproducible outputs.

Integration with Google Calendar to check schedules, find time, and add/delete events

A Model Context Protocol server that enables AI assistants to query Tideways performance monitoring data and provide conversational performance insights for PHP applications.

MCP Server to interact with Morningstar Research, Editorial and Datapoints

A FastMCP server that provides tools for retrieving and filtering job listings based on time period, keywords, and remote work preferences.

Perform operations on your AWS resources using an LLM.

Make memes or stickers using MCP server for WhatsApp or Telegram.

The gateway for GenAI systems to interact with multiple Kubernetes clusters.

Read, update, delete, publish content in your space(s) from this MCP Server.

Universal Salesforce integration with OAuth authentication, smart learning system, comprehensive backup capabilities, and full CRUD operations for any Salesforce org including custom objects and fields.

Semantic C++ code analysis using libclang. Enables Claude to understand C++ codebases through AST parsing rather than text search - find classes, navigate inheritance, trace function calls, and explore code relationships.

Simple unofficial MCP server to track time via Toggl API

MCP server to interact with

Market research and business intelligence with TAM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS, Census Bureau, FRED, IMF, Nasdaq Data Link, OECD, and World Bank.

Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible.

Professional OpenStack operations automation via MCP server. Specialized tools for cluster monitoring, instance management, volume control & network analysis. FastMCP + OpenStack SDK + Bearer auth. Claude Desktop ready. Perfect for DevOps & cloud automation.

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

Connect to Kubernetes cluster and manage pods, deployments, and services.

An MCP server conducts real-time material science data queries with the Optimade database (for example, elemental composition, crystal structure).

An MCP server for the Mifos X Open Source Banking useful for managing clients, loans, savings, shares, financial transactions and generating financial reports.

Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.

A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft PowerPoint documents.

An MCP that enables AI to query the wiki hosted on Azure Devops Wiki.

Agents accomplishing goals together in p2p rooms

Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors.

An MCP server that provides voice status updates using OpenAI's text-to-speech API, to be used with Cursor or Claude Code.

An MCP server to access, explore, and interact with Amadeus Flight Offers Search API for retrieving detailed flight options, including airline, times, duration, and pricing data.

A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in Typesense collections.

MCP server that brings AI to your Xcode projects, enabling intelligent code assistance, file operations, project management, and automated development tasks.