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Vetted Servers(8554)
skillz
by mugoherick12-boop
Serves structured 'skills' and their associated resources via the MCP protocol, enabling AI clients (especially non-Claude ones) to interact with and utilize Anthropic-style functionalities.
Serves structured 'skills' and their associated resources via the MCP protocol, enabling AI clients (especially non-Claude ones) to interact with and utilize Anthropic-style functionalities.
Setup Requirements
- ⚠️Requires Python 3.12 or later.
- ⚠️Skills must be formatted as directories containing a `SKILL.md` file or as `.zip` or `.skill` archive files containing a `SKILL.md` (potentially within a single top-level directory).
- ⚠️The default skill root directory is `~/.skillz`; skills must be placed here or a custom path specified via command-line arguments.
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copilot-mcp-tool
by Aykahshi
Integrate GitHub Copilot CLI with Model Context Protocol (MCP) clients to provide AI-powered coding assistance and session management.
Integrate GitHub Copilot CLI with Model Context Protocol (MCP) clients to provide AI-powered coding assistance and session management.
Setup Requirements
- ⚠️Requires an active GitHub Copilot subscription (paid).
- ⚠️Requires GitHub Copilot CLI to be installed globally and authenticated (`npm install -g @github/copilot` and `copilot /login`).
- ⚠️Requires Node.js version >= 22.0.0.
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mcp_tools_server
by Rose22
An MCP server that empowers an LLM to act as a comprehensive, multi-platform AI assistant capable of managing files, system processes, web browsing, personal organization, and media control on a local device.
An MCP server that empowers an LLM to act as a comprehensive, multi-platform AI assistant capable of managing files, system processes, web browsing, personal organization, and media control on a local device.
Setup Requirements
- ⚠️Requires Python 3.x and dependencies from an unprovided `requirements.txt`.
- ⚠️Full functionality depends on OS-specific utilities (e.g., `playerctl`, `nmcli` for Linux, `wmic` for Windows, `osascript` for macOS).
- ⚠️Default transport is `stdio`, requiring manual uncommenting in `main.py` for `http`, `sse`, or `streamable-http` transports.
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hireflow
by Ahmzyjazzy
Automating new-hire onboarding processes using a multi-agent LLM system to streamline HR, IT, and department-specific tasks.
Automating new-hire onboarding processes using a multi-agent LLM system to streamline HR, IT, and department-specific tasks.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires Google Gemini API Key (paid service, requires Google account and API key setup)
- ⚠️Notion API Key is optional but required for Notion integration. Requires Node.js/npm for 'npx' command to run Notion MCP server.
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gas_mcp
by whichguy
Manages Google Apps Script (GAS) projects, enabling comprehensive operations like file management, code execution, deployment, authentication, Git integration, and search through a unified interface. It acts as a local intermediary for GAS development workflows.
Manages Google Apps Script (GAS) projects, enabling comprehensive operations like file management, code execution, deployment, authentication, Git integration, and search through a unified interface. It acts as a local intermediary for GAS development workflows.
Setup Requirements
- ⚠️Requires interactive OAuth 2.0 authentication via a web browser for initial setup (`auth(mode="start")`).
- ⚠️Full functionality depends on a local Git installation and configuration for source control integration.
- ⚠️Creates a persistent `.auth` directory in the user's home directory (`~/.auth/mcp-gas/`) for OAuth tokens and lock files, requiring appropriate filesystem permissions.
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skillsmith
by smith-horn
Skillsmith is a skill discovery, recommendation, and learning system for Claude Code users, enabling them to find, evaluate, install, and manage AI skills for their projects. It includes tools for code analysis, subagent generation, and registry synchronization.
Skillsmith is a skill discovery, recommendation, and learning system for Claude Code users, enabling them to find, evaluate, install, and manage AI skills for their projects. It includes tools for code analysis, subagent generation, and registry synchronization.
Setup Requirements
- ⚠️Requires Docker Desktop for local development to ensure glibc compatibility for native Node.js modules like better-sqlite3 and onnxruntime-node.
- ⚠️Requires Node.js version >=22.0.0.
- ⚠️Full functionality depends on a Supabase backend (PostgreSQL, Edge Functions, Auth, Storage) and requires configuration of SUPABASE_URL, SUPABASE_ANON_KEY, and SUPABASE_SERVICE_ROLE_KEY.
- ⚠️Specific features (e.g., email notifications, Stripe billing, GitHub indexing, Redis rate limiting) require additional API keys and environment variables like RESEND_API_KEY, STRIPE_SECRET_KEY, GITHUB_TOKEN (or GitHub App credentials), UPSTASH_REDIS_REST_URL, and UPSTASH_REDIS_REST_TOKEN.
- ⚠️The project is licensed under the Elastic License 2.0, which is source-available but not open source, imposing restrictions on offering it as a managed service or circumventing license key enforcement features.
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devtools-debugger-mcp
by Gulhidayat
Facilitate debugging of Node.js applications by exposing Chrome DevTools Protocol capabilities via an MCP server.
Facilitate debugging of Node.js applications by exposing Chrome DevTools Protocol capabilities via an MCP server.
Setup Requirements
- ⚠️Requires a Node.js runtime environment (for both the server and the debugged application).
- ⚠️The 'start_node_debug' tool requires a valid path to a Node.js script to initiate a debug session.
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mcp-skills-plugins
by ulasbilgen
Automate Chrome browser tasks for web testing, scraping, performance analysis, and debugging web applications.
Automate Chrome browser tasks for web testing, scraping, performance analysis, and debugging web applications.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0
- ⚠️Requires Chrome/Chromium browser installed
- ⚠️mcp2rest must be installed and running
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mcp_coordinator
by angrysky56
A meta-MCP server that transforms other MCP servers into importable Python libraries, enabling token-efficient, self-improving AI agent workflows through sandboxed code execution and skill accumulation.
A meta-MCP server that transforms other MCP servers into importable Python libraries, enabling token-efficient, self-improving AI agent workflows through sandboxed code execution and skill accumulation.
Setup Requirements
- ⚠️Requires Python 3.13 or higher.
- ⚠️Requires Docker to be installed and running for the default/recommended execution mode. User must have permissions to run Docker commands.
- ⚠️Requires an API key for a supported LLM (e.g., OPENROUTER_API_KEY, OPENAI_API_KEY) and a specified model for internal agents, which are often paid services (Ollama local models are free but require separate setup).
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mozichem-hub
by sinagilassi
A modular Python toolkit providing standardized APIs for chemical engineering and chemistry computations, enabling seamless integration with AI agents and LLM workflows to deliver reliable, validated results in domain-specific applications.
A modular Python toolkit providing standardized APIs for chemical engineering and chemistry computations, enabling seamless integration with AI agents and LLM workflows to deliver reliable, validated results in domain-specific applications.
Setup Requirements
- ⚠️Requires installation of Python dependencies (e.g., pyThermoDB, pyThermoModels, pyThermoFlash, FastMCP, uvicorn, uv) using pip.
- ⚠️MCP server configurations for client integration (e.g., Claude Desktop, VS Code) must use absolute file paths for scripts.
- ⚠️Relies on Python versions 3.8 to 3.12.
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mcp-perf-suite
by canyonlabz
The JMeter MCP Server automates the generation of JMeter test scripts, execution of tests, and aggregation of results, primarily using Playwright-captured network traffic for web and API performance testing.
The JMeter MCP Server automates the generation of JMeter test scripts, execution of tests, and aggregation of results, primarily using Playwright-captured network traffic for web and API performance testing.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Requires JMeter to be installed and its paths configured in `config.yaml`.
- ⚠️Requires customization of `config.yaml` and `jmeter_config.yaml` for environment and script generation settings.
- ⚠️Relies on an external Playwright MCP (or similar mechanism) for capturing network traffic data for script generation.
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mcp-arr
by nunner322
Manages media content across *arr applications (Sonarr, Radarr, Lidarr, Readarr, Prowlarr) and integrates with TRaSH Guides for configuration best practices.
Manages media content across *arr applications (Sonarr, Radarr, Lidarr, Readarr, Prowlarr) and integrates with TRaSH Guides for configuration best practices.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️Requires at least one *arr media management application (Sonarr, Radarr, Lidarr, Readarr, Prowlarr) to be running and configured.
- ⚠️Requires *arr URLs and API Keys to be provided as environment variables for each configured service.