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Vetted Servers(9120)
mcp-servers
by gabriel-berzescu
Provides an MCP server to execute Windows terminal commands, primarily for use by AI agents or other automated systems.
Provides an MCP server to execute Windows terminal commands, primarily for use by AI agents or other automated systems.
Setup Requirements
- ⚠️Requires Python 3.10+ and Windows 11 operating system.
- ⚠️Requires installation of `mcp-python-sdk` dependencies via `requirements.txt`.
- ⚠️Careful virtual environment setup is needed, ensuring the full path to the virtual environment's Python executable is used for server configuration, not just `python`.
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espn-mcp-server
by myvfc
A unified API server for multi-source college sports data (ESPN, NCAA) with JSON-RPC 2.0 compliance, designed to be used as a tool by AI bots.
A unified API server for multi-source college sports data (ESPN, NCAA) with JSON-RPC 2.0 compliance, designed to be used as a tool by AI bots.
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️A `MCP_API_KEY` environment variable is required for server authentication; a default example key is provided in the source code but should be replaced for production environments.
- ⚠️The provided `server.js` explicitly states that CollegeFootballData.com (CFBD) integrations have been removed, meaning the 6 CFBD-dependent tools (e.g., `get_stats`, `get_recruiting`) described in the `README` will not be functional, even if a `CFBD_API_KEY` is provided.
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webustler
by titan77champion
Webustler is designed for extracting clean, markdown text from any URL, including Cloudflare-protected sites, primarily for local desktop use.
Webustler is designed for extracting clean, markdown text from any URL, including Cloudflare-protected sites, primarily for local desktop use.
Setup Requirements
- ⚠️Requires a separate, unspecified local service to be running at `http://localhost:8191` for its fallback scraping mechanism, crucial for Cloudflare bypass. Setup instructions for this dependency are missing.
- ⚠️Relies on the external `r.jina.ai` service for primary scraping, which introduces a dependency on a third-party's availability, reliability, and potential rate limits or costs not detailed in the provided information.
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sample-mcp-server-python-package
by elpadev
This package serves as a minimalistic Python server example, demonstrating basic package structure and server functionality for developers.
This package serves as a minimalistic Python server example, demonstrating basic package structure and server functionality for developers.
Setup Requirements
- ⚠️Python environment required
- ⚠️Package dependencies must be installed (e.g., via pip install . or uv sync)
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personal-ai-employee-hackathon
by engasix
Real-time terminal dashboard for monitoring FTE Shop AI Employee operations via Obsidian vault file watching.
Real-time terminal dashboard for monitoring FTE Shop AI Employee operations via Obsidian vault file watching.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires an Obsidian-like vault directory (AI Employee Vault) to be configured via the VAULT_PATH environment variable.
- ⚠️Relies on an external 'Claude Code' (claude binary) being installed and accessible in the system's PATH, as the orchestrator executes it via subprocess. This is a critical external dependency.
- ⚠️The Gmail Watcher requires Google Cloud Project setup for Gmail API access and a `credentials.json` file for authentication (OAuth2 flow to generate `token.json`).
- ⚠️Requires a terminal with UTF-8 and ANSI color support for optimal display.
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mela-cp
by sroberts
This is likely a server or tool related to the Minecraft Client Protocol (MCP), potentially for managing a Minecraft server or developing Minecraft-related applications.
This is likely a server or tool related to the Minecraft Client Protocol (MCP), potentially for managing a Minecraft server or developing Minecraft-related applications.
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copilot-lab-mcp-server
by GitHub-Insight-ANZ-Lab
This MCP server demonstrates the creation of custom tools and resources to integrate AI clients (like Copilot) with external APIs, specifically providing a friendly greeting and fetching data from NASA's Astronomy Picture of the Day (APOD) API.
This MCP server demonstrates the creation of custom tools and resources to integrate AI clients (like Copilot) with external APIs, specifically providing a friendly greeting and fetching data from NASA's Astronomy Picture of the Day (APOD) API.
Setup Requirements
- ⚠️Requires a Copilot License to be enabled in your IDE.
- ⚠️Requires Node.js to be installed on your system.
- ⚠️A NASA API Key is highly recommended for higher rate limits (a free key is available from api.nasa.gov).
- ⚠️The project must be built (`npm run build`) before the server can be run.
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selenium-mcp-server
by mm541
Provides a FastMCP server to enable AI agents or language models to automate web browsers for tasks like navigation, interaction, and data extraction.
Provides a FastMCP server to enable AI agents or language models to automate web browsers for tasks like navigation, interaction, and data extraction.
Setup Requirements
- ⚠️Requires Chrome, Firefox, or Edge browser to be installed on the machine running the server.
- ⚠️Requires specific `mcp-json` ecosystem setup, including a `mcp-servers.json` configuration entry with the correct script path.
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bc-extra-api
by mschristiansen
Provides a Business Central API extension for warehouse and inventory queries, designed to integrate with MCP servers and AI assistants for managing wood materials inventory, reservations, and calculations.
Provides a Business Central API extension for warehouse and inventory queries, designed to integrate with MCP servers and AI assistants for managing wood materials inventory, reservations, and calculations.
Setup Requirements
- ⚠️Requires a Microsoft Dynamics 365 Business Central environment (SaaS or local Docker-based sandbox).
- ⚠️Requires the 'DHS - Basis' Business Central extension (v1.0.0.17) by 'Aktieselskabet balance.as' as a dependency.
- ⚠️Assumes an MCP (Microsoft Cloud Platform) server is configured to integrate with Business Central APIs to expose the endpoints.
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test-remote-mcp-server
by DharaniKumarLearning
Provides a simple calculator server with basic arithmetic (addition) and random number generation capabilities via MCP tools.
Provides a simple calculator server with basic arithmetic (addition) and random number generation capabilities via MCP tools.
Setup Requirements
- ⚠️Requires Python 3.11 or higher.
- ⚠️Requires the 'fastmcp' Python package to be installed.
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mcp-servers
by JPishikawa
These servers provide a 'Model Context Protocol' (MCP) interface for various external services, including Slack, Kubernetes, GitHub, and Weather APIs, primarily to serve as context providers for AI Agents.
These servers provide a 'Model Context Protocol' (MCP) interface for various external services, including Slack, Kubernetes, GitHub, and Weather APIs, primarily to serve as context providers for AI Agents.
Setup Requirements
- ⚠️Requires a Kubernetes cluster for deployment.
- ⚠️External API keys are needed for Slack (SLACK_MCP_XOXP_TOKEN) and Weather (WEATHER_API_KEY for OpenWeatherMap or similar).
- ⚠️Specific Kubernetes RBAC permissions (ClusterRole and ClusterRoleBinding) are required for the Kubernetes MCP server to operate.
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tekmetric-mcp
by klkhlt
The Tekmetric MCP Server allows users to query their Tekmetric shop management data (customers, vehicles, repair orders, appointments, etc.) using natural language through an AI assistant.
The Tekmetric MCP Server allows users to query their Tekmetric shop management data (customers, vehicles, repair orders, appointments, etc.) using natural language through an AI assistant.
Setup Requirements
- ⚠️Requires Tekmetric API credentials (Client ID and Client Secret) which must be requested from Tekmetric and can take 2-3 weeks for approval.
- ⚠️For building from source, Go 1.23+ is required.
- ⚠️API results are typically limited to 25-100 records per query, requiring careful filtering for broad requests.