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Vetted Servers(8554)
subsets-mcp-server
by subsetsio
Provides a Model Context Protocol server for AI assistants to query and manage statistical datasets, either remotely from Subsets.io or locally via DuckDB.
Provides a Model Context Protocol server for AI assistants to query and manage statistical datasets, either remotely from Subsets.io or locally via DuckDB.
Setup Requirements
- ⚠️Requires a Subsets.io API Key (potentially paid) for remote mode functionality.
- ⚠️Requires 'uv' (Python package installer) to be installed on the system.
- ⚠️Requires Python 3.11 or higher.
- ⚠️Initial setup involves downloading a 100MB+ semantic search embedding model and a keyword search index, requiring disk space and internet access.
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azure-agentic-infraops-accelerator
by jonathan-vella
The Azure Pricing MCP server provides AI agents with real-time Azure retail pricing information for cost estimation, comparison, and SKU discovery in infrastructure planning workflows.
The Azure Pricing MCP server provides AI agents with real-time Azure retail pricing information for cost estimation, comparison, and SKU discovery in infrastructure planning workflows.
Setup Requirements
- ⚠️Requires Python 3.10+ (if not using Docker)
- ⚠️Requires internet access to the Azure Retail Prices API (prices.azure.com)
- ⚠️Requires installation of Python dependencies (`pip install -e .[dev]` or `pip install -r requirements.txt`)
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mcp-server-uyuni-docs
by jordimassaguerpla
This project provides documentation for an MCP Server integrated with the Uyuni system.
This project provides documentation for an MCP Server integrated with the Uyuni system.
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MCP_Server_Project
by ofrausto3
A foundational FastAPI server for integrating and managing Spark and PostgreSQL data operations and ETL pipelines.
A foundational FastAPI server for integrating and managing Spark and PostgreSQL data operations and ETL pipelines.
Setup Requirements
- ⚠️Requires a Python environment with dependencies installed from `requirements.txt` (e.g., FastAPI, uvicorn, pydantic-settings, asyncpg, pyspark).
- ⚠️For actual database interaction, a running PostgreSQL server accessible at the configured host/port is needed.
- ⚠️For actual Spark operations, a Spark environment is required (defaults to `local[*]`, which needs Spark binaries/dependencies).
- ⚠️Expects a `.env` file for configuration, though default values are provided in `config.py`.
Verified SafeView Analysis
mcp-supabase-server
by acessosshmika
Provides a Model Context Protocol (MCP) server for a sales agent, integrating with Supabase for data storage, Vertex AI for embeddings, and Cohere for re-ranking sales arsenal information. It aims to enhance N8N integrations with advanced AI capabilities.
Provides a Model Context Protocol (MCP) server for a sales agent, integrating with Supabase for data storage, Vertex AI for embeddings, and Cohere for re-ranking sales arsenal information. It aims to enhance N8N integrations with advanced AI capabilities.
Setup Requirements
- ⚠️Requires a Google Cloud Platform project with Vertex AI enabled and a service account key (GCLOUD_SERVICE_KEY) configured for authentication and access.
- ⚠️Requires a Supabase project with specific tables (`arsenal_vendas`, `leads`) and a custom PostgreSQL RPC function (`buscar_arsenal_vetorial`) for vector search, implying a pgvector setup.
- ⚠️Requires a Cohere API key for the re-ranking functionality, which is a paid service and will incur usage costs.
Verified SafeView Analysis
mcp_test_repo
by timsto-cas
A custom client-server application for network communication and remote execution of Python code.
A custom client-server application for network communication and remote execution of Python code.
Setup Requirements
- ⚠️Requires Python installed.
- ⚠️Secure key management for the `auth_key` is critical but not provided in the source code.
- ⚠️Network port must be open and accessible for client-server communication.
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mcp-server
by Ryttis
A minimalist, stable kernel server providing a bounded execution environment for various tools via JSON-RPC over WebSocket, strictly separating business logic from side effects, primarily intended for AI agent integration.
A minimalist, stable kernel server providing a bounded execution environment for various tools via JSON-RPC over WebSocket, strictly separating business logic from side effects, primarily intended for AI agent integration.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires a running MySQL database with connection details via environment variables
- ⚠️Requires ETNOLENTOS_PATH and FACTURACORE_PATH environment variables to enable project-specific tools
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dns-lockup-mcp-server
by rroldan
This project contains a minimal Rust 'Hello World' program, serving as a basic boilerplate or placeholder.
This project contains a minimal Rust 'Hello World' program, serving as a basic boilerplate or placeholder.
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Expense_Tracker_Remote
by EigenPriyam
Provides a remote API for tracking and summarizing personal or business expenses.
Provides a remote API for tracking and summarizing personal or business expenses.
Setup Requirements
- ⚠️Requires Python 3.11 or higher.
- ⚠️The 'categories.json' file must be present in the same directory as 'main.py' for the server to function correctly.
Verified SafeView Analysis
MCP-dev-assistant-server
by Saiashrita
An AI-powered development assistant that integrates GitHub, Jira, Slack, and Documentation tools through the Model Context Protocol (MCP) for intelligent orchestration and manual tool execution.
An AI-powered development assistant that integrates GitHub, Jira, Slack, and Documentation tools through the Model Context Protocol (MCP) for intelligent orchestration and manual tool execution.
Setup Requirements
- ⚠️Requires an LLM API Key (Anthropic, Gemini, or OpenAI), which may incur costs depending on usage.
- ⚠️Requires a GitHub Personal Access Token with `repo` and `read:user` scopes.
- ⚠️Requires Node.js 18+ and must be run as two separate processes (backend and frontend).
Verified SafeView Analysis
my-mcp-server
by hoyeoy
A backend API server providing 'tools' for key-value storage, email sending via multiple providers, and Google Sheets data retrieval, likely for integration with AI agents or other applications.
A backend API server providing 'tools' for key-value storage, email sending via multiple providers, and Google Sheets data retrieval, likely for integration with AI agents or other applications.
Setup Requirements
- ⚠️Requires RESEND_API_KEY environment variable for Resend email functionality.
- ⚠️Requires GMAIL_USER and GMAIL_PASS environment variables (Gmail app password) for Nodemailer/Gmail functionality.
- ⚠️Requires GOOGLE_SERVICE_ACCOUNT_JSON environment variable (a JSON string for a Google Cloud service account key) for Google Sheets access.
- ⚠️Relies on Vercel KV for key-value storage, suggesting a Vercel deployment environment.
- ⚠️Project includes both Node.js and Python API functions, necessitating a polyglot serverless deployment environment (e.g., Vercel).
Verified SafeView Analysis
pokemon-tcg-pocket-mcp
by ricardofauch
Provides access to Pokemon TCG Pocket data through the TCGdex API for Model Context Protocol (MCP) clients.
Provides access to Pokemon TCG Pocket data through the TCGdex API for Model Context Protocol (MCP) clients.
Setup Requirements
- ⚠️Requires Node.js 18 or higher
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop)
- ⚠️Manual absolute path configuration for client integration is needed (e.g., in claude_desktop_config.json)