n8n REST API
n8n's REST API for managing workflows, executions, credentials, and instances of the open-source, self-hostable workflow automation platform with code capabilities and 350+ integrations.
timecamp-mcp-server
Provides an MCP server (and resources/tools) that connects an AI assistant to TimeCamp’s time tracking API for reading projects/tasks/timer/time entries, searching, and performing actions like starting/stopping timers and creating manual time entries.
vikunja-mcp
MCP server that exposes Vikunja task/project/workflow functionality as subcommand-style tools, with session-based token/JWT authentication, validation, rate limiting, and retry/circuit-breaking for resilience.
Make (Integromat) API
Make (formerly Integromat) REST API for managing scenarios (workflows), executions, and teams — enabling programmatic control of visual workflow automation across 1000+ integrated apps.
win32-mcp-server
win32-mcp-server is an MCP (Model Context Protocol) server that exposes Windows desktop automation capabilities to MCP clients via STDIO. It provides tools for screen capture, OCR (including structured/bounding-box OCR), mouse/keyboard control, window management, process management, clipboard operations, and “smart” high-level automation sequences (e.g., click/find text, wait for text, batch tool execution).
Home Assistant Vibecode Agent
Home Assistant add-on and MCP server that lets AI IDEs manage smart home configurations through natural language. Provides real-time access to entities, automations, dashboards, and HACS integrations with Git-based version control and rollback.
Zapier API / Interfaces
Zapier's API for triggering, managing, and integrating with Zapier's no-code workflow automation platform, enabling 7000+ app integrations through webhooks and REST hooks.
oracle.oci-process-automation-mcp-server
MCP server providing programmatic access to Oracle OCI Process Automation for building and managing enterprise business process automation and workflow orchestration.
mcp-n8n-workflow-builder
Provides an MCP server that lets an AI agent (e.g., Claude Desktop/Cursor IDE) create, manage, and monitor n8n workflows via natural language, including multi-instance routing across multiple n8n environments.
wechat-article-for-ai
Converts WeChat Official Account article URLs into cleaned Markdown, downloading and localizing images (and extracting mpvoice/mpvideo media), and can be run either as a CLI or as an MCP server with exposed tools (convert_article, batch_convert).
mcp-n8n-builder
An MCP server that provides tools for programmatic creation, retrieval, updating, and deletion of n8n workflows, plus workflow activation/deactivation and listing/getting execution details. It validates node types against the target n8n instance and supports configurable output verbosity to reduce token usage.
Bubble API
Bubble's Data API and Workflow API for programmatically accessing and manipulating data stored in Bubble no-code web applications, and triggering backend workflows.
freee-mcp
freee-mcp is an MCP server plus “Agent Skills” for automating freee accounting, HR/payroll, invoicing, time/attendance management, and sales via an AI agent. It supports OAuth 2.0 with PKCE, provides tools for authentication and company (事業所) switching, and validates request paths/parameters against an OpenAPI schema before calling the freee APIs.
Jira-MCP-Server
Provides an MCP server that lets an AI agent interact with Jira using natural language, exposing tools for project/issue operations such as listing issue types, link types, retrieving issues (including JQL), creating/updating/deleting issues and linking dependencies.
adloop
adloop is a Python MCP server that lets an AI assistant read and (safely) write to Google Ads and GA4. It provides numerous MCP tools for diagnostics, GA4/Ads reporting, cross-referencing Ads vs GA4 (including attribution and landing-page analysis), tracking validation, and a draft→preview→confirm workflow for creating/updating Ads assets with guardrails (budget caps, pausing new entities, and double-confirmation for destructive actions).
FocusRelayMCP
FocusRelayMCP is a local Model Context Protocol (MCP) server for OmniFocus on macOS that lets AI assistants query tasks, projects, and tags using natural-language-like queries, plus a CLI with equivalent commands.
devtap
devtap captures stdout/stderr from local build/dev commands, stores pending output per AI adapter, and exposes those captured build errors to AI coding tools via an MCP-compatible stdio server (or via a CLI skill fallback). It can also fan out output to multiple agents and supports cross-machine workflows using an optional GreptimeDB-backed session store.
Android MCP
MCP server that enables AI agents to interact with Android devices through ADB and Accessibility APIs, supporting gestures, typing, screen capture, and shell commands without requiring computer vision or OCR.
kernel-mcp-server
Kernel MCP Server is a hosted Model Context Protocol (MCP) server that lets MCP-compatible clients securely access the Kernel platform, including deploying/managing Kernel apps and controlling cloud headless Chromium sessions for browser automation. It supports Streamable HTTP (recommended) and stdio via mcp-remote, with OAuth2.1 authentication handled via Clerk.
che-ical-mcp
che-ical-mcp is a macOS MCP server (and CLI tool) that integrates with the system Calendar and Reminders via Apple EventKit, exposing MCP tools to list/create/update/delete calendars, events, and reminders, plus advanced search, batch operations, conflict/duplicate detection, and undo/redo.
SupaThings-MCP
SupaThings MCP is a macOS-focused Model Context Protocol (MCP) server that reads structured Things 3 data from the local Things SQLite database, writes/updates/navigates using the official Things URL scheme (things:///), and provides semantic “planning” helpers (heading inference/validation, project summaries, and task placement suggestions). It can optionally perform lightweight AppleScript actions when Apple Events are available.
opencode-browser
Provides an OpenCode plugin that integrates the Browser MCP (browsermcp) to let an AI agent drive a Chrome/Edge browser for automation tasks such as navigation, clicking, form filling, scraping, and screenshot/snapshot-based verification—primarily via MCP tool calls.
backlog-mcp-server-rust
Backlog MCP server that exposes Backlog (project management) functionality as an MCP server with tools for reading and, optionally, writing to issues, PRs/comments, wiki pages, documents, shared files, and listing users/status/custom fields.
Activepieces
An open-source workflow automation platform (Zapier alternative) with 280+ integrations, a visual no-code builder, AI agent capabilities, and MCP server support that exposes all pieces as MCP-compatible tools.
Allyson
Allyson is an MCP (Model Context Protocol) server that provides AI-powered SVG animation generation. It transforms static image files (PNG, JPG, SVG) into animated SVG components by accepting natural language animation prompts and outputting React-compatible TSX files with Framer Motion animations.
astro-airflow-mcp
astro-airflow-mcp is a Model Context Protocol (MCP) server (FastMCP-based) that exposes Apache Airflow functionality (via Airflow’s REST API) to AI agents. It can run standalone over MCP (stdio/HTTP) or as an Airflow 3.x plugin, and supports multiple Airflow auth styles (bearer token, basic auth, and username/password with OAuth2 token exchange for Airflow 3.x).
claude-in-mobile
claude-in-mobile is an MCP server (and also a standalone CLI) that lets an AI client control devices and apps for automation: Android via ADB, iOS Simulator via simctl and optional WebDriverAgent for UI inspection/element tapping, Desktop via a Compose Multiplatform companion, and Aurora OS via audb (with additional on-device Python for gestures). It exposes “tools” such as device listing, screenshots (including annotated screenshots), UI interactions (tap/swipe/input), app control, permissions management, and log/system information.
Automation MCP
MCP server providing complete macOS desktop automation capabilities including mouse control, keyboard input, screenshot capture, window management, and UI element interaction for AI assistants.
agent-board
Agent Board is a multi-agent task orchestration service combining a Kanban board with DAG-enforced task dependencies, quality gates, auto-retries, task chaining, signed webhooks for event-driven wakeups, and an append-only audit trail. It exposes both a REST API and an MCP server so AI agents can create/move tasks and manage task comment threads.
Daymon
Desktop application that extends Claude with persistent background automation, scheduled task execution, memory management, file watching, and worker agents. Runs as a menu bar/system tray app with a Node.js sidecar for scheduling and an MCP server for Claude integration. Supports pre-configured worker personalities (researcher, code reviewer, email assistant, etc.) and self-improving tasks that optimize based on execution history.
MCP-Server-Playwright
An MCP server that uses Playwright to let an LLM agent automate a real browser: navigate to URLs, interact with page elements (click/hover/fill/select), run JavaScript in the page context, capture screenshots, and view browser console logs via MCP tools/resources.
scout-mcp-server
Scout is an MCP server that enables AI clients to automate browser tasks: inspect page structure, find elements, execute user-like actions (click/type/navigate/scroll/etc.), run page JavaScript, capture screenshots/video, monitor network traffic, and export session workflows. It supports connecting either by launching its own browser session or via a Chrome extension “extension mode” to reuse an existing logged-in browser state. It also includes helpers for securely typing credentials from a server-side .env and retrieving 2FA OTP codes via Twilio.
Zhihu-Collections-MCP
Exports Zhihu collection(s) (public and private) to Markdown files, optionally downloading embedded images and producing Obsidian-compatible output. Includes a configurable MCP server (stdio-based) with tools to list collections, export a collection, get collection info, and search collections using a local config.
elementor-mcp
elementor-mcp is a WordPress plugin that exposes Elementor page building/editing capabilities as MCP (Model Context Protocol) tools via the WordPress MCP Adapter. It provides many tools to query Elementor structure/widgets/settings and to create/update/delete page content programmatically from MCP-compatible AI clients.
civyk-winwright
WinWright is a Windows-only automation server that exposes ~59 tool endpoints to AI agents via Model Context Protocol (MCP) for controlling and inspecting Windows desktop applications (WPF/WinForms/Win32 via UI Automation) and Chrome/Edge (via CDP). It supports recording actions into portable JSON scripts for deterministic replay (winwright run) and can attempt self-healing of broken selectors (winwright heal).
desktop
Agentify Desktop is a local-first Electron desktop app that connects your logged-in AI web sessions (e.g., ChatGPT, Claude, Gemini, Perplexity, etc.) to an MCP-compatible CLI client. It manages real browser tabs/windows (embedded Electron or Chrome CDP), supports file upload and saving/downloading artifacts, and exposes MCP tools to create/reuse tab keys, read page transcripts, and run automated workflows with human-in-the-loop CAPTCHA handling.
AppleScript MCP
Lightweight MCP server that enables AI assistants to execute AppleScript commands on macOS, providing control over native Mac applications like Notes, Calendar, Contacts, Messages, and Finder.
applescript-mcp
An MCP server for macOS that exposes AppleScript-driven actions (calendar, clipboard, Finder, notifications, system controls, iTerm, Shortcuts, Mail, Messages, Notes, and Pages) to LLM/MCP clients via tool calls over stdio.
after-effects-mcp
Provides an MCP (Model Context Protocol) server plus an After Effects “bridge” panel to let clients remotely control Adobe After Effects project contents—e.g., create compositions and layers, modify properties, set keyframes/expressions, and run scripts—via MCP tool calls that ultimately execute ExtendScript/JS inside After Effects.
splitwise-mcp-server
Provides a Rust-based MCP (Model Context Protocol) server and an optional HTTP JSON-RPC endpoint that exposes Splitwise account functionality (users, groups, expenses, friends, and utilities like currencies/categories) to AI agents. Supports local stdio MCP usage and a remote HTTP deployment protected by a bearer token.
mcp-todo-server
Provides a Model Context Protocol (MCP) server that performs line-based read and edit operations on TODO.md and CHANGELOG.md files, including fetching specific line ranges, applying line-based patches, managing version sections, and importing/generating content.
tapir-archicad-MCP
Provides an MCP server that bridges AI agents to running Graphisoft Archicad instances by exposing Tapir API (community) and Archicad JSON API (official) as a large set of autogenerated MCP tools, with semantic tool discovery and support for controlling multiple running instances.
ticktick-mcp
Provides an MCP (Model Context Protocol) server that integrates with TickTick (and optionally Dida365) via TickTick’s/Open API, exposing MCP tools to view, create, update, complete, and delete projects/tasks.
yandex-tracker-mcp
Provides an MCP server that lets AI assistants interact with Yandex Tracker: queue and field metadata, searching, and full issue lifecycle (read/create/update/transition/close), with optional Redis caching and OAuth2-based authentication and token refresh. Supports multiple transports including stdio, SSE (deprecated), and HTTP.
selenium-mcp-server
Provides an MCP server that lets an MCP client (e.g., Cursor) control web browsers via Selenium WebDriver, exposing tools for navigation, interaction, waiting, screenshots, and extracting page information like an accessibility snapshot.
ufo-mcp-server
Provides an MCP-compatible server to control a Dynatrace UFO lighting device from MCP clients (e.g., Claude Desktop), supporting multiple transports (stdio, HTTP/2+SSE, and legacy SSE). Includes a library of built-in lighting effects and tools for querying/controlling UFO LED state and sending raw commands.
bb-browser
bb-browser is a CLI (and optional Chrome extension/daemon) plus an MCP server wrapper that lets AI agents control a real Chrome browser session using the user’s existing login state. It can run browser automation (click/fill/eval/fetch/network/screenshot) and provides “site adapters” (one JS file per command) to perform site-specific actions like search, feeds, transcripts, summaries, and more, returning results as JSON when requested.
r-adb-mcp-server
An MCP server that exposes a large set of tools for controlling Android devices/emulators through ADB, including device/app management, UI inspection and interaction, screen capture/recording, logcat/diagnostics, performance stats, network controls, developer and accessibility toggles, file transfer, and emulator simulation features.
rf-mcp
rf-mcp (RobotMCP) provides an MCP server that bridges natural-language intentions to executable Robot Framework test suites, including step-wise execution. It also includes optional transports (STDIO/HTTP), a Django frontend dashboard, a plugin system for additional Robot Framework libraries, and an HTTP debug-attach bridge to reuse a live Robot Framework ExecutionContext during debugging.
jq-mcp-server
Provides an MCP (Model Context Protocol) server that exposes `jq` as an MCP tool, executing jq expressions over provided JSON input. Communicates via JSON-RPC over stdin/stdout and is intended to run in a minimal container; jq is invoked via Go exec with context.
kanban-mcp
kanban-mcp is an MCP (JSON-RPC 2.0 over STDIO) server that provides a persistent, database-backed kanban board (issues/features/todos/epics/diary entries) with agent-facing tools (40+), optional semantic search via local ONNX embeddings, an activity timeline, export (JSON/YAML/Markdown), and a web UI (localhost:5000).
LAMDA (FIRERPA)
Android RPA framework providing 160+ APIs for device automation, remote desktop with WebSocket streaming, UI inspection, Frida integration for dynamic analysis, and MCP server for AI agent tool-calling. Supports Android 6-16 on physical devices, emulators, and cloud phones.
mcp-chrome
mcp-chrome is a Chrome extension + MCP bridge that exposes Chrome browser capabilities (using the user’s existing Chrome session, tabs, browsing context, and login state) to AI assistants/clients via MCP tools over a local connection (streamable HTTP or stdio). It supports browser automation actions (navigate/click/type), browsing context management (tabs/windows/history/bookmarks), content extraction/analysis, screenshots, and network capture/request tooling.
Campertunity
MCP Server for Campertunity that provides AI agents with tools to search, query details, check availability, and book camping and outdoor recreation sites across multiple campground sources.
mcp-browser-use
Provides an MCP server (built on FastMCP/FastAPI) that exposes a single tool `run_browser_agent` to orchestrate a `browser-use` automated browser session, using LLM providers for browser actions and returning the final result to the MCP client.
scheduler-mcp
Provides an MCP (Model Context Protocol) server that lets clients schedule and manage automated tasks using cron expressions. Tasks can include shell commands, HTTP/API calls, AI prompt executions (via OpenAI), and desktop reminders/notifications. It persists tasks/execution history in a SQLite DB and can run over stdio or SSE (HTTP), including an auto-discovery endpoint for MCP schema.
DealX
MCP (Model Context Protocol) server enabling LLMs to search classified ads on the DealX platform (Ukrainian marketplace). Provides standardized tool interface with query, sorting, and pagination support for ad discovery.
servicenow-mcp
Provides an MCP server that lets an AI client (e.g., Claude) interact with a ServiceNow instance: query records, and perform actions like creating/updating/deleting records, running scripts/workflows, and managing service catalog and related ITSM artifacts via ServiceNow APIs. Supports MCP over stdio and an SSE-based web transport.
webmcp-bridge
webmcp-bridge provides a local stdio MCP server that proxies MCP tool calls into a browser session running WebMCP. It prefers native WebMCP via the page’s `navigator.modelContext`, and falls back to injected adapter shims when native WebMCP isn’t available, using Playwright to drive the browser page.
Browser Use MCP Server
MCP server that enables AI agents to control web browsers via the browser-use library and Playwright, supporting navigation, data extraction, and web-based task automation with real-time VNC streaming for visual monitoring.
kwin-mcp
kwin-mcp is an MCP (Model Context Protocol) server for Linux KDE Plasma 6 on Wayland that enables AI agents to start isolated virtual KWin sessions (or connect to live sessions) and automate desktop GUI interactions. It provides MCP tools for session management, UI observation via AT-SPI2 accessibility trees and screenshots, and action injection via KWin’s Emulated Input Server (EIS)/libei, covering mouse, keyboard, touch, clipboard, window management, and some advanced D-Bus/diagnostic utilities.
google-slides-mcp
google-slides-mcp is an MCP (Model Context Protocol) server that provides tool functions to interact with the Google Slides API, enabling an agent to create presentations, fetch presentation/slide data, perform batch updates to modify slides, and summarize slide text content.
pine-mcp-server
pine-mcp-server is a local MCP server (Python) that exposes tools for managing Pine AI assistant sessions and task execution. It supports authentication via Pine access token/user id or via an email-based code flow, and provides MCP tools for creating/listing/getting/deleting sessions, sending conversation messages/forms/location responses, starting/stopping tasks, uploading/deleting attachments, and handling call reminders/social sharing.
chatgpt-mcp
chatgpt-mcp is an MCP (Model Context Protocol) server for macOS that lets MCP-compatible AI assistants send prompts to the ChatGPT desktop app and retrieve responses. It uses Python/FastMCP and automates interaction with the local desktop app (and notes limited language support).
mcp-server-microsoft-paint
Provides an MCP (JSON-RPC 2.0 over stdin/stdout) server that can launch or connect to Microsoft Paint on Windows and control it (e.g., bring window to foreground, draw lines/shapes/pixels, set colors/tools, and query canvas dimensions).
twilio-mcp-server-by-cdata
Provides a local (stdio) read-only Model Context Protocol (MCP) server that wraps the CData JDBC Driver for Twilio, exposing Twilio data as relational tables/columns and tool-callable operations (list tables/columns, run SELECT queries) for AI clients like Claude Desktop.
ticktick-mcp
Provides an MCP server that connects to the (unofficial) TickTick API via the ticktick-py library, exposing tools for task and subtask management plus task/project/tag retrieval and datetime conversion helpers.
mcp-sap-gui
An MCP server that automates SAP GUI interactions for LLM agents by launching SAP transactions and controlling the GUI via simulated mouse/keyboard actions (including screenshot-based feedback).
switch-bot-mcp-server
Provides an MCP (Model Context Protocol) server that lets an agent retrieve SwitchBot device lists and statuses and execute commands on SwitchBot devices using SwitchBotAPI credentials.
todolist-mcp-server
MCP (Model Context Protocol) server that exposes a simple “to-do list”/task-management capability to AI agents via MCP tools (create/list/update/delete tasks).
jira-mcp-server
Spring AI MCP server exposing Jira operations as MCP tools (ticket search via JQL, get issue, create/update issue, add comments) backed by Jira REST API using a token-based configuration.
codex-claude-bridge
Provides a bidirectional bridge between Claude Code (via Claude Code Channels from an MCP server) and OpenAI Codex CLI (via an MCP server exposing blocking tool calls). It routes Claude- and Codex-initiated messages through the bridge and renders a real-time web UI while the two agents discuss.
homeassistant
Home Assistant is an open-source home automation platform that integrates with many smart-home devices and services, providing automations, dashboards, and a central control hub running locally (or via supported hosting).
media-library-organizer-skill
A Claude Code skill (plus standalone bash scripts) that scans a local media library to clean obvious junk, detect/resolve duplicates, merge scattered TV episodes, normalize folder naming to a server-friendly format, and verify episode completeness against TMDB—reporting findings and confirming before destructive changes.
mcp-server
An MCP (Model Context Protocol) server that exposes Tekton (pipeline/task/pipelinerun/taskrun) operations as MCP tools, including listing, creating/updating/patching, deleting, starting/restarting, and integration with Artifact Hub to discover/install/trigger Tekton tasks and pipelines.
claude-for-safari
Provides an AI “Skill” (installed via npx) that lets an agent control the user’s local Safari on macOS using AppleScript and macOS-native capabilities (including page interaction, tab listing/switching, JavaScript execution, and screenshots via screencapture).
jenkins-mcp-server
Provides an MCP server (Spring Boot + Spring AI) that wraps Jenkins REST API operations for managing Jenkins jobs, triggering builds, and retrieving job/build information (including build logs and job configuration).
radarr
Radarr is a self-hosted movie collection management application that integrates with media downloaders/indexers. It lets you manage a movie library (add/search/match titles), automatically download eligible movies, and organize them on disk according to defined naming/quality profiles.
mobile-mcp
mobile-mcp is an MCP server intended to let LLMs control Android mobile devices via structured UI dumps, using Node.js/TypeScript tooling and ADB for connectivity.
application-skills
application-skills provides a large catalog of app-specific “skills” (one per integration) for AI agents to perform actions (e.g., Gmail/Slack/HubSpot/Salesforce) using the Membrane platform and the Agent Skills specification. Skills describe each app’s structure, available actions, and how to invoke them via compatible agent CLIs/hosts.
mcp-server-microsoft-graph
Provides an MCP server that exposes Microsoft Graph functionality to MCP-capable AI agents, allowing the agent to perform directory/user/mail/workload actions via Graph-backed tools (exact tool surface depends on the repository implementation).
workos-meeting-mcp-server
workos-meeting-mcp-server is an MCP server package intended to expose WorkOS meeting-related capabilities to agent runtimes via the Model Context Protocol, likely translating agent tool calls into WorkOS Meeting API operations.
todo-mcp-server
todo-mcp-server is an MCP (Model Context Protocol) server for managing a simple TODO/task list via tool calls (e.g., add/list/update/delete tasks), intended to let an AI agent interact with TODO data in a consistent tool-based way.
tendem-mcp
An MCP server that connects AI agents (via MCP clients like Claude/Claude Desktop/OpenAI Codex) to Tendem for AI-assisted task management, using a Tendem API key.
UI-TARS
UI-TARS is an open-source multimodal agent for automated GUI interaction. It uses a vision-language model to parse/ground visual observations and generate structured action instructions that can be translated into automation code (e.g., PyAutoGUI) to operate desktop/mobile UIs.
prowlarr
Prowlarr is an application that manages and indexes torrent downloads by integrating with multiple torrent indexers and mapping them to download clients. It automates searching, prioritization, and synchronization of indexer categories and releases.
Flow-Like
A strongly-typed, local-first visual workflow automation platform built in Rust. Provides a drag-and-drop editor with 900+ built-in nodes for APIs, databases, file processing, and AI models. Runs on laptops, phones, servers, or edge devices with full offline capability and claims ~244K workflows/second throughput.
powerpoint-mcp-server
MCP server for integrating PowerPoint-related capabilities into an MCP-compatible agent/runtime. Enables an agent to create, read, or modify PowerPoint files via MCP tools.
quip-mcp-server
Provides an MCP (Model Context Protocol) server implementation for integrating Quip (Quip collaboration platform) capabilities into MCP-capable AI agents/tools.
workos-slack-mcp-server
A MCP (Model Context Protocol) server that integrates WorkOS with Slack, enabling an agent to perform WorkOS-related actions in the context of Slack workflows (e.g., automations/tools exposed via MCP).
mcp-server-docker
Provides an MCP (Model Context Protocol) server that exposes Docker Desktop container, network, image, and log management as MCP tools on Windows.
workos-jira-mcp-server
workos-jira-mcp-server is an MCP server package intended to integrate an AI agent (via Model Context Protocol) with Jira through WorkOS tooling. It exposes Jira-related actions as MCP tools so an agent can perform Jira operations in a conversational/agentic workflow.
OmniMCP
OmniMCP is a Python UI-automation/agent framework that integrates Microsoft OmniParser (for visual UI understanding) with the Model Context Protocol (MCP). It runs a perceive-plan-act loop: captures the screen into a visual state, uses an LLM to plan a next UI action, and executes mouse/keyboard interactions via pynput. It also includes optional AWS auto-deployment for an OmniParser server and an experimental MCP server interface.
qinglong-mcp-server
Provides an MCP (Model Context Protocol) server integration for QingLong (often a task automation panel), exposing QingLong capabilities to AI agents via MCP tools.
upbit-mcp-server
Provides an MCP server exposing Upbit trading and market/technical-analysis functionality as callable tools (account queries, buy/sell orders, order management, market summaries/trends, candle data, and several technical indicators like MA/MACD/Bollinger/RSI/OBV).
pyautogui-mcp-server
Provides an MCP server (Streamable HTTP) that runs Python code in a fresh interpreter state with pyautogui instrumentation, returning captured stdout/stderr/results and inline screenshots (including mouse-operation previews). Includes a macOS-only helper to keep the display awake before automation.
mcp-server-azure-devops
An MCP server for integrating with Azure DevOps, exposing tools that let an agent interact with Azure DevOps resources (e.g., projects, work items, pipelines/releases) via the Model Context Protocol.
hiclaw
HiClaw is an open-source Collaborative Multi-Agent OS that coordinates multiple agent “Workers” via a “Manager” agent, using Matrix rooms for transparent human-in-the-loop task coordination. It includes a local/self-hosted Matrix server (Element Web + Matrix backend), a MinIO-backed shared filesystem for inter-agent exchange, and a Higress AI Gateway for proxying/isolating real credentials (workers use consumer tokens).
windows-screenshot-mcp-server
A Go-based Windows screenshot server that captures window/desktop regions (by title/class/pid/handle) and provides both REST endpoints and MCP (JSON-RPC 2.0) methods for screenshot and window/chrome discovery/capture. It also offers real-time WebSocket streaming and Chrome DevTools-based tab capture (requires launching Chrome with remote debugging).
MCPControl
MCP (Model Context Protocol) server for Windows that enables remote/programmatic control of a desktop: mouse movement/clicks, keyboard input/shortcuts, window management, screen capture, and clipboard operations, exposed via MCP SSE transport.
turret_mcp_server
An MCP server (Rust) that controls a physical turret via serial communication, exposing MCP tools to fire, set pan/tilt position, and query bullet count (plus an echo tool).
mcp_ha_xiaozhi
A Docker-deployable MCP proxy/service that connects “XiaoZhi (小智) official server” to a Home Assistant MCP server, using environment variables to specify the XiaoZhi MCP endpoint, the Home Assistant MCP server endpoint, and a long-lived Home Assistant access token.
docbase-mcp-server
Provides an MCP (Model Context Protocol) server for Docbase that supports basic post operations: search posts, get a post, and create a post.
plex-meta-manager
plex-meta-manager is an automation tool for managing Plex metadata (e.g., syncing and applying metadata such as posters, collections, and related assets) using external sources/agents. It is typically run by self-hosters against their Plex Media Server/library configuration.
OfficeMCP
An MCP server (built with fastmcp) for automating Microsoft Office applications on Windows via COM/pywin32, exposing tools to launch/quit Office apps, control visibility, check running/installed apps, download images, and execute arbitrary Python through a RunPython tool.
mcp-server-article
Provides an MCP server (implemented in Java/Spring) that uses AI to generate articles and automates publishing them to CSDN, Juejin, and Cnblogs via MCP tool functions (search for content and publish articles).
schedule-mcp-server
schedule-mcp-server is an MCP (Model Context Protocol) server package intended to expose scheduling-related capabilities to AI agents via MCP tools.
kie-server
KIE Server (kie-server) is a Java-based server component for running and managing business rules/workflows (Business Process Management) built with Drools/jBPM/KIE. It typically exposes HTTP endpoints to deploy, execute, and query rule/workflow artifacts and their runtime state (e.g., sessions, process instances), and integrates with KIE containers and runtime services.
pump-portal-mcp-server
pump-portal-mcp-server is an MCP server package intended to expose “pump portal” functionality to AI agents via the Model Context Protocol. Specific tools, endpoints, authentication, and operational behaviors are not provided in the input, so capabilities can only be described at a high level.
mcp-windows-automation
Provides a Model Context Protocol (MCP) server for Windows that allows AI assistants to control and automate Windows desktop/system tasks via natural-language commands, with a plugin-oriented architecture and support for categories like system control, file operations, web automation, and office automation.
douyin-mcp-server
Provides an Agent Skills/MCP-oriented server plus CLI scripts to automate Douyin (TikTok China) video uploads using browser automation (Chrome) and stored login cookies, including login management and optional auto-publishing.
timesheet-mcp-server
A MCP (Model Context Protocol) server intended to integrate timesheet functionality into AI agents, likely enabling the agent to read and/or manage timesheet entries via MCP tools.
outreach.io-mcp-server-by-cdata
An MCP server package intended to integrate Outreach.io functionality into an agent via the Model Context Protocol (MCP). It provides MCP tooling so an agent can perform Outreach-related actions (exact methods and endpoints not provided in the supplied data).
n8n-mcp-server-rust
Provides an MCP server (implemented in Rust) that exposes n8n functionality such as managing executions, workflows, and tags, and can trigger running a workflow (notably one with a webhook-trigger node).
xhs-bailian-mcp-server_jxh
MCP server package intended to expose tools for an “xhs bailian” (XHS/小红书) workflow to agents via the Model Context Protocol.
test-workday-mcpserver-py
MCP server package (Python) intended to expose Workday-related functionality to AI agents via the Model Context Protocol (MCP).
workflow-use
workflow-use is a Python project for creating and running deterministic “workflows” (RPA 2.0). It can generate workflows from a natural-language task by running Browser Use once to produce an execution history, then converting that history into a reusable workflow (optionally stored in local workflows/storage). It also provides a FastAPI-backed GUI and supports running workflows with or without Browser-Use Cloud (semantic/no-AI mode).
taskify-mcp-server
taskify-mcp-server provides an MCP (Model Context Protocol) server that exposes Taskify-related functionality to AI agents via MCP tools/operations.
spring-ai-dify-mcp-server
A Spring AI integration that provides an MCP (Model Context Protocol) server to connect Dify workflow/agents into applications via Spring AI.
changedetection.io
changedetection.io is a self-hosted website/content change monitoring tool. It periodically fetches web pages, detects changes, and can notify you (e.g., via integrations) when content differs from a previous snapshot.
workos-gmeet-mcp-server
workos-gmeet-mcp-server is an MCP (Model Context Protocol) server package intended to integrate with Google Meet-related functionality for use by agents via MCP tooling. It likely wraps WorkOS and/or Google Meet integrations behind MCP tools, enabling conversational/agent workflows to query or act on Meet resources.
feed2toot
feed2toot is a command-line tool that converts RSS/Atom feeds into Mastodon posts (toots), typically by fetching items from one or more feeds, transforming them, and publishing them via the Mastodon API.
Agentfy
Agentfy is a Python multi-agent workflow/coordination system intended to automate social-media-related tasks across multiple platforms (e.g., content discovery, content transformation/posting, messaging/support). It’s described as MCP-inspired and modular via an agent registry, and it can be run via CLI or a local Streamlit web UI.
xiaohongshu-ops-skill
A browser-automation “skill” for operating Xiaohongshu (Rednote/XHS) accounts using CDP automation. It supports analyzing a home feed and an account, generating topic ideas, persisting analysis into a local markdown knowledge base, and performing operational tasks like publishing posts, replying to comments, downloading target note content, and “replicating”/reposting based on an existing viral note link. Authentication is described as requiring initial QR-code login with subsequent runs not needing repeated verification.
mcp-server-puppeteer
A thin wrapper/extension intended to expose an existing MCP server implementation for Puppeteer (browser automation) within a Zed editor context, delegating to the upstream @modelcontextprotocol/server-puppeteer MCP server.
orange-toast-mcp-server
MCP server package named "orange-toast-mcp-server" (exact capabilities not provided in the supplied data). As an MCP server, it is intended to expose tools/resources to AI agents via the Model Context Protocol, likely for creating or using “toast” style notifications or similar UI/UX functionality.
WebHive
WebHive appears to be an AI-driven browser automation/control center. It runs a local web UI and a controllable browser session (optionally reusing an existing Chrome profile) to let an AI model perform tasks in the browser while showing interactions via a built-in VNC/noVNC viewer. It supports multiple LLM providers via API keys configured in an .env file.
skill-address-pr-review
A Claude Code skill that, when invoked as /address-pr-review on a branch with an open PR, fetches unresolved GitHub PR review threads and CI failures (designed for GitHub Actions), applies fixes, and posts replies to each thread. It ignores already-resolved comments.
Integuru
Integuru is a local Python CLI/agent that reverse-engineers web platform actions from a user-captured HAR file. It generates a dependency graph of browser network requests (and cookie-based session usage) and can output runnable Python code that calls the platform’s internal endpoints to reproduce the desired action.
k8s-webhook-server
k8s-webhook-server is a Kubernetes-focused webhook server component intended to receive and serve webhook requests inside a cluster (commonly for integrating external events or GitOps-style workflows).
anki-sync-server
an instruction synchronization server for Anki (likely syncing Anki decks/notes/cards between a client and a backend).
svix-server
svix-server appears to be a server-side library/service for integrating with Svix, typically used to handle webhook/events delivery and verification.
obsidian-mcp-macros
Provides MCP functionality for custom local user scripts written in JavaScript, using the Model Context Protocol SDK and related tooling (including a Qdrant REST client and schema validation via zod).
qbittorrent-filebot
qbittorrent-filebot is intended to integrate qBittorrent with FileBot to automatically rename/move/downloaded media files based on metadata (e.g., using FileBot’s matching/renaming capabilities) when torrents complete.
chatgpt-ui-web-server
chatgpt-ui-web-server appears to be a web server that hosts a ChatGPT-style UI and likely proxies requests to an underlying LLM/backend (exact endpoints/auth/error semantics not provided in the prompt).
dolphinscheduler-alert-server
dolphinscheduler-alert-server is an alerting/notification server component for Apache DolphinScheduler. It is intended to receive or process alert events from DolphinScheduler and deliver notifications to configured channels (commonly via alert integrations).
factorio
Factorio is a game (and modding platform) where players build and manage an industrial logistics factory, automate production, and survive/expand within a game world. Its ecosystem includes modding via Lua scripting and an in-game data stage.
powerjob-server
powerjob-server appears to be the server component for the PowerJob job scheduling/execution system, responsible for accepting job definitions, managing job/task dispatching, and coordinating worker execution.
elsa-server-and-studio-v3
elsa-server-and-studio-v3 is a self-hostable “server + studio” web application (likely for building/operating an ELSA workflow/bot automation system). It provides a server component to run the backend and a studio component for configuration/management of conversational/workflow behavior.
InstaPy
InstaPy is a Python-based Instagram automation tool that uses Selenium to automate social media interactions (e.g., performing actions such as likes/comments/following) via browser automation.
ebay-snipe-server
eBay snipe-server is a self-hosted service that helps place bids near an auction’s end (“sniping”) for eBay listings, typically by monitoring auction timing and submitting a bid automatically for configured items/accounts.
sickchill
sickchill is a self-hosted application for monitoring TV episode releases and automating downloads (commonly by controlling external download clients).
dolphinscheduler-standalone-server
dolphinscheduler-standalone-server appears to be a standalone deployment package for Apache DolphinScheduler, used to run a DolphinScheduler instance (UI + scheduler components) without requiring a full multi-node distributed setup.
isy-smartthings-server
isy-smartthings-server is a server that bridges an ISY home automation system with Samsung SmartThings, exposing a way to control and/or sync devices between the two ecosystems.
domoticz
Domoticz (domoticz) is an open-source home automation software that acts as a controller for IoT devices/sensors and provides a local interface (typically via HTTP) to manage devices, view status, and configure automations.
mcp-server-csdn
An MCP server intended to automate posting to CSDN (CSDN 自动发帖).
ferdium-server
erdium-server appears to be a self-hosted “server” component for Ferdium (an app for managing web apps), intended to provide backend capabilities to a client. From the provided information alone, specific endpoints, protocols, and behaviors are not observable, so details are limited to high-level inference.
script-server
script-server is a service intended to run user-provided scripts (or script-like tasks) via a server interface. It likely exposes an endpoint(s) to submit work and returns results/logs, enabling automation of scripted workflows.
anki-sync-server-rs
anki-sync-server-rs is a Rust-based server intended to synchronize Anki data (e.g., collections/decks and associated content) between Anki clients and a remote server so that updates propagate across devices.
granny-server-cron
granny-server-cron is a cron-oriented server component (likely intended to run scheduled/background jobs). No repository README, manifest, or code details were provided in the prompt, so the exact endpoints, scheduling features, and integrations cannot be verified.
ferdi-server
ferdi-server appears to be a self-hosted server component for Ferdi (an aggregator/desktop app). Based on the limited information provided (package name only), the concrete features, endpoints, and operational behavior cannot be verified.
gocd-server
gocd-server appears to be a Go-based server/package related to GoCD (a continuous delivery tool). However, no README/repo metadata/package manifest content was provided in the prompt, so the evaluation can only be based on the limited package name and not on verifiable interface/security/reliability facts.