System and Utilities MCP Servers

AI-powered Architectural Decision Records (ADR) analysis server that provides architectural insights, technology stack detection, security checks, and TDD workflow enhancement for software development projects.

MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents.

Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.

A collection of MCP clients&servers to find the right mcp tools by **[Hekmon](https://github.com/hekmon8)**

Provides tools to search Airbnb and get listing details.

A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.

MCP server to run locally with Anki and Ankiconnect. Supports creating, updating, searching and filtering cards and decks. Include mass update and other advanced tools.

Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification.

An MCP server that dynamically creates MCP servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can be used by AI assistants like Claude.

Async-first Python architecture, wrapping the official [python-arango driver](https://github.com/arangodb/python-arango) with graph management capabilities, content conversion utilities (JSON, Markdown, YAML and Table), backup/restore functionality, and graph analytics capabilities; the 33 MCP tools use strict [Pydantic](https://github.com/pydantic/pydantic) validation.

MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.

MCP server that fetches and processes arXiv LaTeX sources for precise interpretation of mathematical expressions in papers.

AI Agent collaboration platform. Collaborate on tasks, share context, and coordinate workflows.

Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs.

This MCP server provides tools to fetch Bilibili user profiles, video metadata, search videos, and more.

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

Agents accomplishing goals together in p2p rooms

A CalDAV MCP server to expose calendar operations as tools for AI assistants.

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.

Persistent memory system enabling Claude Desktop conversations to resume with full context across sessions. Maintains conversation history, project states, and user preferences for seamless multi-session workflows.

MCP server tool enabling sharing large PDF files to Google LLMs via API for further/additional analysis and response retrieval to Claude Desktop.

MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions.

GraphRAG memory server with customizable ingestion, data processing and search

Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.

AI Context Engineering tool that transforms large repositories into crystallized, AI-consumable knowledge through systematic analysis and optimization.

Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their relationships. This serves as a powerful backend for Retrieval Augmented Generation (RAG), enabling AI assistants to access precise, up-to-date project information.

Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent integations, and support for Azure deployment in secure environments with secrets stored in Azure Key Vault, as well as straightforward on-premises deployment.

MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools.

Comprehensive CSV processing with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files. Built with FastMCP & Pandas.

A tool to easily install and configure other MCP servers within Cursor IDE, with support for npm packages, local directories, and Git repositories.

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly.

MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control.

A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server.

AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance.

A simple implementation of an MCP server for dify workflows.

Docker MCP Server provides advanced, unified Docker management via CLI and MCP workflows, supporting containers, images, volumes, networks, and orchestration.

An MCP server for intelligent document processing and management, supporting multiple formats and document operations.

A Model Context Protocol (MCP) server for comprehensive domain analysis: WHOIS, DNS records, and DNS health checks.

STDIO/SEE MCP Server for Apache Druid by [iunera](https://www.iunera.com) that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.

Leverages your Schemas and Access Patterns to interact with your [DynamoDB](https://aws.amazon.com/dynamodb) Database using natural language.

A comprehensive Model Context Protocol server for Electronic Design Automation tools, enabling AI assistants to synthesize Verilog with Yosys, simulate designs with Icarus Verilog, run complete ASIC flows with OpenLane, and view results with GTKWave and KLayout.

An MCP service for enhance you prompt.

Reference / test server with prompts, resources, and tools.

Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command).

The fabric-mcp-server is an MCP server that integrates [Fabric](https://github.com/danielmiessler/fabric) patterns with [Cline](https://cline.bot/), exposing them as tools for AI-driven task execution and enhancing Cline's capabilities.

Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.

Access Fastmail via JMAP: list/search emails, send and move mail, handle attachments/threads, plus contacts and calendar tools.

A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring.

The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. 😎📊

A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration with AI tools, developer workflows, and healthcare applications, it enables natural language and programmatic search, retrieval, and analysis of clinical data.

MCP server for Fibaro Home Center 3 smart home systems.

Secure file operations with configurable access controls.

Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files

Enable your agent for M&A analysis and investment banking workflows. Access company profiles, financial statements, ratios, and perform sector analysis with the [Financial Modeling Prep APIs]

Enable your agent to recommend places around the world with the [Foursquare Places API](https://location.foursquare.com/products/places-api/)

FF3 Format Preserving Encryption with authentication patterns for secure data protection in LLM workflows.

WalkScore API integration for walkability, transit, and bike scores.

A Go gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services.

Tools to read, search, and manipulate Git repositories.

A Model Context Protocol (MCP) server that provides 29 Git operations + 11 workflow combinations for AI assistants and developers. This server exposes comprehensive Git repository management through a standardized interface, enabling AI models and developers to safely manage complex version control workflows.

Token-based GitHub automation management. No Docker, Flexible configuration, 80+ tools with direct API integration.

Remote hostable MCP server that can get and send Gmail messages without local credential or file system setup.

a Goal Tracker and Visualization Tool for personal and professional development.

Secure file operations with configurable access controls built with Go!

Google Tasks API Model Context Protocol Server.

Comprehensive GraphQL API integration that automatically exposes each GraphQL query as a separate tool.

Expose Great Expectations data validation and quality checks as MCP tools for AI agents.

Interact with [Holaspirit](https://www.holaspirit.com/).

Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities.

Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation.

A powerful MCP Server that enables AI assistants like Claude to interact with humans through intuitive GUI dialogs. This server bridges the gap between automated AI processes and human decision-making by providing real-time user input tools, choices, confirmations, and feedback mechanisms.

Modular toolkit for managing Fabric test networks and chaincode lifecycle via MCP tools.

Tool platform by IBM to build, test and deploy tools for any data source

This is a simple example of using MCP Server to invoke the task chain of the iFlytek SparkAgent Platform.

Connect to iFlytek Workflow via the MCP server and run your own Agent.

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants.

A cognitive reasoning tool that enables LLMs to engage in private, structured self-reflection and multi-step reasoning before generating responses, improving response quality and problem-solving capabilities.

Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.

An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets.

A Model Context Protocol server that recreates [CorentinTh it-tools](https://github.com/CorentinTh/it-tools) utilities for AI agents, enabling access to a wide range of developer tools (encoding, decoding, conversions, and more) via MCP.

Make drawings using a JavaFX canvas

This MCP server allow you to create Jenkins tasks.

Run load testing using Apache JMeter via MCP-compliant tools.

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

JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations.

JSON schema generation and filtering server with TypeScript type creation optimised for retrieving relevant context JSON data using quicktype-core and support for shape-based data extraction, nested object filtering, and array processing operations.

A Model Context Protocol (MCP) server implementation for programmatically generating videos using the json2video API. This server exposes powerful video generation and status-checking tools for use with LLMs, agents, or any MCP-compatible client.

An MCP Server for Kafka clusters to interact with kafka environment via tools on messages, topics, offsets, partitions for consumer and producers along with seamless integration with MCP clients.

designed to work with Keycloak for identity and access management, with about 40+ tools covering, Users, Realms, Clients, Roles, Groups, IDPs, Authentication. Native builds available.

List and terminate OS processes via natural language queries

Manage records and apps in [kintone](https://kintone.com) through LLM tools.

Use Kokoro text to speech to convert text to MP3s with optional autoupload to S3.

Analyze Korean stocks (KOSPI/KOSDAQ) with 6 legendary investment strategies including Buffett, Lynch, Graham, Greenblatt, Fisher, and Templeton.

A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster.

The KubeSphere MCP Server is a Model Context Protocol(MCP) server that provides integration with KubeSphere APIs, enabling to get resources from KubeSphere. Divided into four tools modules: Workspace Management, Cluster Management, User and Roles, Extensions Center.

Keyword research, people also ask, SERP and other SEO tools for [kwrds.ai](https://www.kwrds.ai/)

Know Your Computer (KYC) - MCP Server compatible with Claude Desktop. Comprehensive system diagnostics for Windows, Mac OS and Linux operating system with AI-powered recommendations.

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.

Allows LLM to interact with libvirt thus enabling to create, destroy or list the Virtual Machines in a system.

Interact with [Lightdash](https://www.lightdash.com/), a BI tool.

Interact with Linear project management system.

Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts.

Allows running and analyzing Locust tests using MCP compatible clients.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

The server designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files.

An MCP to write and execute MATLAB scripts, maintain workspace context between MCP calls, visualize plots, and perform section-by-section analysis of MATLAB code with full access to MATLAB's computational capabilities.

Connect to your SaaS tools like HubSpot, Salesforce, and more.

Maven Central dependency intelligence for JVM build tools. Supports all build tools (Maven, Gradle, SBT, Mill) with Context7 integration for documentation support.

Static server that provides AI models with persistent tool-specific context and rules, preventing context loss between chat sessions and enabling consistent behavior across interactions.

Example MCP servers that use [annotated](https://github.com/spring-ai-community/mcp-annotations) Java interfaces/classes as 'tool groups'. Using standard MCP annotations, service implementations can then, at runtime, be used to generate tool specifications, and then dynamically added or removed from MCP servers. The functionality is demonstrated in a sample tool group, but can be similarly used for any API or service.

A cross-platform Tauri GUI tool for one-click setup and management of MCP servers, supporting Claude Desktop, Cursor, Windsurf, VS Code, Cline, and Neovim.

A powerful Model Context Protocol (MCP) server that creates other MCP servers! This meta-server provides tools for dynamically generating FastMCP server configurations and Python code.

An MCP server that provides tools for querying and discovering available MCP servers from this list.

Get weather information from https://api.open-meteo.com API.

Model Context Protocol (MCP) server for Apache Airflow API integration. Provides comprehensive tools for managing Airflow clusters including service operations, configuration management, status monitoring, and request tracking.

Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking.

Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)**

GUI application + tools for proxying / managing control of MCP servers by **[EQTY Lab](https://eqtylab.io)**

Meta-MCP Server that acts as a tool discovery service for MCP clients.

A Model Context Protocol server that provides AI assistants with accurate, real-time information about NixOS packages, system options, Home Manager settings, and nix-darwin macOS configurations.

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.

Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking.

An MCP server exposing HuggingFace computer vision models such as zero-shot object detection as tools, enhancing the vision capabilities of large language or vision-language models.

The AI Agent's "App Store": Discover, install, and monetize AI capabilities — all within the MCP ecosystem.

A Data Security First filesystem MCP server that implements .mcpignore to prevent MCP clients from accessing sensitive data.

Tool that allows LLMs to safely execute command-line tools, providing a secure bridge between LLMs and operating system commands.

Convert Markdown text to DOCX format using an external conversion service

Knowledge graph memory system built on Neo4j with semantic search, temporal awareness.

Knowledge graph-based persistent memory system.

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

This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status.

This MCP(Model Context Protocol) Server provides tools to search, install, proxy other MCP servers.

MCP server providing access to NASA's visual data APIs including Mars Rover photos, Earth satellite imagery (EPIC/GIBS), and Astronomy picture of the day. Features built-in image analysis tools with automatic format detection, compression, and base64 conversion for LLM integration.

This MCP server provides tools to fetch recent and historical NBA games including basic and advanced statistics.

List and analyze Netbird network peers, groups, policies, and more.

A server that provides a set of tools for managing Nomad clusters through the MCP.

(by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.

Connect AI assistants to Odoo ERP systems for business data access and workflow automation.

Interact with Okta API.

Content editing codes, value map, and positioning tools for product marketing.

This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.

Interact with [OpenAPI](https://www.openapis.org/) APIs.

An MCP server providing OpenCV computer vision capabilities. This allows AI assistants and language models to access powerful computer vision tools.

Generic Database Management System (DBMS) access via Open Database Connectivity (ODBC) Connectors (Drivers)

Generic Database Management System (DBMS) access via Open Database Connectivity (ODBC) Connectors (Drivers)

Generic Database Management System (DBMS) access via Open Database Connectivity (ODBC) Connectors (Drivers) for PyODBC

Generic Database Management System (DBMS) access via SQLAlchemy (PyODBC) Connectors (Drivers)

Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org).

Interact with the free openweathermap API to get the current and forecast weather for a location.

Comprehensive PDF manipulation toolkit (merge, split, encrypt, optimize and much more)

MCP server + command line tool that allows agents to see & control long-running processes like web servers.

📱 A powerful plugin that lets you control your Android phone. Enables AI agents to perform complex tasks like automatically playing music based on weather or making calls and sending texts.

A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across sessions.

An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.

This MCP Server will help you run browser automation and webscraping using Playwright

Step-by-step wizard for generating Playwright E2E tests with best practices.

MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client.

Integrate the Productboard API into agentic workflows via MCP.

Query and analyze Prometheus - open-source monitoring system.

extract drug information from pubchem API.

Send instant notifications to your devices using [Pushover.net](https://pushover.net/)

Run Python code in a secure sandbox via MCP tool calls, powered by Deno and Pyodide

Interact with local Python command line applications.

Browser automation and QA testing capabilities. This server integrates with [desplega.ai](https://desplega.ai) to offer automated testing, session monitoring, batch test execution, and intelligent test guidance using the AAA framework.

An R SDK for creating R-based MCP servers and retrieving functionality from third-party MCP servers as R functions.

Search, run and manage machine learning models on Replicate through a simple tool-based interface. Browse models, create predictions, track their status, and handle generated images.

A service implementing the MCP protocol for Autodesk Revit.

Shop groceries across the Rohlik Group platforms (Rohlik.cz, Knuspr.de, Gurkerl.at, Kifli.hu, Sezamo.ro)

MCP server to interact with [Routine](https://routine.co/): calendars, tasks, notes, etc.

Fast, asynchronous MCP server for efficient handling of various filesystem operations built with the power of Rust.

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.

Comprehensive Salesforce integration with tools for querying records, executing Apex, managing fields/objects, and handling debug logs

MCP server for creating and managing QR codes using the [Scanova](https://scanova.io) API. Provides tools for generating, managing, and downloading QR codes.

Real-time PostgreSQL & Supabase database schema access for AI-IDEs via Model Context Protocol. Provides live database context through secure SSE connections with three powerful tools: get_schema, analyze_database, and check_schema_alignment. [SchemaFlow](https://schemaflow.dev)

Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling.

A free SEO tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more. by [claudemcp](https://www.claudemcp.com/servers/seo-mcp).

MCP to interact with Shopify API including order, product, customers and so on.

MCP to interact with Siri Shortcuts on macOS. Exposes all Shortcuts as MCP tools.

MCP to connect to Smartlead. Additional, tooling, functionality, and connection to workflow automation platforms also available.

A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)**

Easily turn your OpenAPI specs into MCP Tools.

A production-ready Model Context Protocol server for SSH automation with background execution, file transfers, and comprehensive timeout protection. Features structured output, progress tracking, and enterprise-grade testing (87% coverage).

A comprehensive MCP server for interacting with the Starknet blockchain, providing tools for querying blockchain data, resolving StarknetIDs, and performing token transfers.

Knowledge management system for AI agents with memory space creation and retrieval capabilities.

MCP server connecting AI systems to Stockfish chess engine

This MCP allows integration with Stripe for handling payments, customers, and refunds.

The MCP (Multi-Channel Protocol) System Health Monitoring is a robust, real-time monitoring solution designed to provide comprehensive health metrics and alerts for remote Linux servers.

A powerful, cross-platform system management and monitoring tool for Windows, Linux, and macOS.

An efficient task manager. Designed to minimize tool confusion and maximize LLM budget efficiency while providing powerful search, filtering, and organization capabilities across multiple file formats (Markdown, JSON, YAML)

A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure

his MCP server enables LLMs to interact with Teradata databases. This MCP Server support tools and prompts for multi task data analytics

An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.

Things3 task management integration for macOS with comprehensive TODO, project, and tag management.

Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool).

Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool). (Works with Node)

A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation.

Time and timezone conversion capabilities.

Interact with Todoist to manage your tasks.

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)**

A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization by **[StacklokLabs](https://github.com/StacklokLabs)**

MCP server for helping automation control your computer complete your pre-setting task.

An MCP server that enables LLMs to interact with Unity Catalog AI, supporting CRUD operations on Unity Catalog Functions and executing them as MCP tools.

An MCP server that enables LLMs to interact with Unity3d Game Engine, supporting access to a variety of the Unit's Editor engine tools (e.g. Console Logs, Test Runner logs, Editor functions, hierarchy state, etc) and executing them as MCP tools or gather them as resources.

A Model Context Protocol (MCP) server implementation that integrates with Unleash Feature Toggle system. Provide a bridge between LLM applications and Unleash feature flag system

amazon-q-cli's use_aws tool extracted into independent mcp, for general aws api usage.

Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

Query Vectara's trusted RAG-as-a-service platform.

The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.

MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.

A server that interacts with [workflowy](https://workflowy.com/).

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

Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations.

A fully open-source implementation of the Browser MCP workflow with standout features such as optimized screenshots, dom diffs, console access, multi-websocket support + more.

A Model Context Protocol (MCP) server implementation for JetBrains YouTrack, allowing AI assistants to interact with YouTrack issue tracking system.

Create, update, read and delete your zoom meetings.