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Vetted Servers(9120)
Gen-AI-Frameworks
by Sujoy1
An AI-driven multi-agent system for web searching, financial analysis, and stock recommendations, leveraging BrightData for real-time web data.
An AI-driven multi-agent system for web searching, financial analysis, and stock recommendations, leveraging BrightData for real-time web data.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires BrightData API Token (Paid, requires BrightData account)
- ⚠️Requires Node.js and npm (`npx`) for BrightData MCP client
Review RequiredView Analysis
Docs-Navigator
by mso-docs
An AI-powered documentation assistant that provides intelligent Q&A, search, and analysis capabilities across various document types, including text, PDFs, and images via OCR.
An AI-powered documentation assistant that provides intelligent Q&A, search, and analysis capabilities across various document types, including text, PDFs, and images via OCR.
Setup Requirements
- ⚠️Requires an Anthropic API Key (Paid)
- ⚠️External installation of Tesseract OCR engine and Poppler-utils for full image and scanned PDF processing on certain operating systems.
- ⚠️Requires Python 3.10 or higher.
Verified SafeView Analysis
mcp-server-whatsapp
by gufao
Provides a server-side component for integrating with and managing WhatsApp messaging.
Provides a server-side component for integrating with and managing WhatsApp messaging.
Setup Requirements
- ⚠️Requires setup of WhatsApp Business API and associated developer account.
- ⚠️Requires WhatsApp API credentials (e.g., access token, phone ID, app secret).
- ⚠️Requires proper configuration for webhooks to receive real-time message events.
Review RequiredView Analysis
mysql-mcp-server
by 54dabang
A Spring Boot-based MCP (Managed Custom Provider) server designed to connect to and manage multiple MySQL data sources.
A Spring Boot-based MCP (Managed Custom Provider) server designed to connect to and manage multiple MySQL data sources.
Setup Requirements
- ⚠️Requires a running MySQL database instance.
- ⚠️Requires Java Development Kit (JDK) and Maven to build the project.
- ⚠️Requires explicit configuration of MySQL datasource properties (URL, username, password) at runtime.
Verified SafeView Analysis
quickchart-mcp
by manelix2000
Generates chart images using QuickChart service, integrated as a tool for Model Context Protocol clients like GitHub Copilot, Cursor, or Claude Desktop.
Generates chart images using QuickChart service, integrated as a tool for Model Context Protocol clients like GitHub Copilot, Cursor, or Claude Desktop.
Setup Requirements
- ⚠️Requires a Model Context Protocol (MCP) client configured (e.g., GitHub Copilot, Claude Desktop, Cursor).
- ⚠️Node.js environment is required to run locally (if not using `npx`).
- ⚠️MCP configuration file (`mcp.json`) needs to be manually edited in VS Code or other clients to add server details.
Verified SafeView Analysis
mcp-math
by riccardotornesello
Provides a comprehensive set of mathematical operations and functions via a Model Context Protocol (MCP) API.
Provides a comprehensive set of mathematical operations and functions via a Model Context Protocol (MCP) API.
Setup Requirements
- ⚠️Requires Docker (for recommended setup)
Verified SafeView Analysis
mcp-server-host
by LinusOlofsson-maker
A simple API and web interface for high school students to view and sign up for extracurricular activities.
A simple API and web interface for high school students to view and sign up for extracurricular activities.
Setup Requirements
- ⚠️Data is not persistent (in-memory only) and will be lost on server restart.
- ⚠️The `src/README.md` suggests `python app.py` to run the application, but this will not start the FastAPI server. The correct command requires `uvicorn`.
Verified SafeView Analysis
MCP-Server
by ivasoom
Facilitate interaction with the Shopify Admin API for product and order management, primarily for AI assistants using Model Context Protocol (MCP) or custom GPT actions.
Facilitate interaction with the Shopify Admin API for product and order management, primarily for AI assistants using Model Context Protocol (MCP) or custom GPT actions.
Setup Requirements
- ⚠️Requires Shopify Admin API access token with `read_products`, `write_products`, and `read_orders` permissions.
- ⚠️Requires Node.js 18+ to run.
- ⚠️The API (when used as `shopify-api-server.js` or `shopify-mcp-server-sse.js` and exposed via HTTP) has no built-in authentication, making it unsafe for public exposure without custom security additions.
Review RequiredView Analysis
amigo-mcp-server
by ygorkouzak
Exposing a set of specific business functions (tools) as an API endpoint, likely for integration with agents or other systems, focused on patient/system management for an 'Amigo' application.
Exposing a set of specific business functions (tools) as an API endpoint, likely for integration with agents or other systems, focused on patient/system management for an 'Amigo' application.
Setup Requirements
- ⚠️Requires Python 3.x and the 'FastMCP' library.
- ⚠️Critical security risk: Core tool endpoints (`/sse`) are not authenticated by default.
- ⚠️Relies on `uvicorn` for asynchronous server execution.
Review RequiredView Analysis
WordPress-MCP
by NemesisGuy
Enables local-first LLM agents to create, edit, and organize WordPress content through a Model Context Protocol (MCP) interface.
Enables local-first LLM agents to create, edit, and organize WordPress content through a Model Context Protocol (MCP) interface.
Setup Requirements
- ⚠️Requires WordPress 5.6+ with Application Passwords enabled and configured for a specific user.
- ⚠️Requires `npm run build` to compile TypeScript source code to JavaScript before running.
- ⚠️Requires specific configuration within an MCP-compatible client (e.g., Claude Desktop, VS Code extension) to point to the server executable.
Verified SafeView Analysis
Beltche-MCP-Server
by gajda-w
An MCP (Model Context Protocol) Server for the Beltche BJJ gym management platform, enabling AI assistants like ChatGPT to manage students, trainings, and gym data through defined tools.
An MCP (Model Context Protocol) Server for the Beltche BJJ gym management platform, enabling AI assistants like ChatGPT to manage students, trainings, and gym data through defined tools.
Setup Requirements
- ⚠️Requires full OAuth 2.0 application setup with FusionAuth (Client ID, Client Secret, Authorize URL, Token URL, Redirect URI).
- ⚠️For production, a Redis instance is highly recommended for persistent token storage; otherwise, tokens are lost on server restart.
- ⚠️Requires public exposure (e.g., via ngrok or a public URL) for external AI assistant integration, especially for the OAuth callback URL.
Verified SafeView Analysis
datagvat-mcp
by Julian-AT
Provides programmatic access, discovery, quality analysis, and management tools for Austrian Open Government Data from the data.gv.at platform via the Piveau Hub API.
Provides programmatic access, discovery, quality analysis, and management tools for Austrian Open Government Data from the data.gv.at platform via the Piveau Hub API.
Setup Requirements
- ⚠️Requires Python 3.11 or newer.
- ⚠️Semantic search functionality relies on a FastMCP-configured LLM backend, which may incur costs if using a commercial LLM API (e.g., OpenAI, Anthropic) in production.
- ⚠️Write operations (creating, updating, deleting, publishing, hiding datasets) require an 'AUSTRIA_MCP_PIVEAU_API_KEY' which may necessitate registration with data.gv.at.
- ⚠️The data preview functionality (fetching from arbitrary URLs) presents a potential Server-Side Request Forgery (SSRF) risk, allowing the server to make requests to internal networks if not properly isolated.