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Vetted Servers(8554)
install-x
by DuinoDu
Automates library installation across multiple programming languages (Python, JavaScript, Rust, C, C++) for AI assistants, supporting complex dependencies like CUDA and ML frameworks.
Automates library installation across multiple programming languages (Python, JavaScript, Rust, C, C++) for AI assistants, supporting complex dependencies like CUDA and ML frameworks.
Setup Requirements
- ⚠️Requires Python 3.8+ (often specifically 3.10 as per scripts), Node.js, npm, Cargo, Git, wget/curl, and Make.
- ⚠️Many installations require CUDA for GPU acceleration; CUDA installation and configuration are prerequisites for ML libraries.
- ⚠️Requires `sudo` access for system-level dependency installations (e.g., `apt install`).
- ⚠️Relies on `rye` for Python dependency management and virtual environment creation.
- ⚠️Blender and FFmpeg are prerequisites for certain 3D/video-related projects.
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deno-mcp
by sudsarkar13
Provides a comprehensive MCP server for AI assistants to interact with the complete Deno CLI toolchain, enabling seamless Deno development workflows.
Provides a comprehensive MCP server for AI assistants to interact with the complete Deno CLI toolchain, enabling seamless Deno development workflows.
Setup Requirements
- ⚠️Requires Deno installed and in PATH.
- ⚠️Requires Node.js v18.0.0 or higher.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, VS Code Continue extension) to interact with the server's core functionality.
- ⚠️For containerized deployments, Docker is required.
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mcp-server-excel-tutorials
by sbroenne
This repository provides video tutorials and documentation for automating Excel tasks using natural language prompts via the Model Context Protocol (MCP) and AI assistants.
This repository provides video tutorials and documentation for automating Excel tasks using natural language prompts via the Model Context Protocol (MCP) and AI assistants.
Setup Requirements
- ⚠️Requires Windows 10/11 with Microsoft Excel installed (Microsoft 365 or Excel 2016+).
- ⚠️Requires an AI assistant that supports MCP (e.g., VS Code with GitHub Copilot, Claude Desktop, Cursor, or Windsurf), which may incur subscription costs or require specific installations.
- ⚠️For VBA automation tutorials, Excel's VBA Trust Settings must be configured to 'Trust access to the VBA project object model'.
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mcp-server
by huykaiser
This server exposes a set of tools and resources, including arithmetic operations, web browser control, data retrieval, and dynamic greetings, accessible via the MCP protocol over HTTP.
This server exposes a set of tools and resources, including arithmetic operations, web browser control, data retrieval, and dynamic greetings, accessible via the MCP protocol over HTTP.
Setup Requirements
- ⚠️Requires Python 3.13 or newer
- ⚠️Requires the 'mcp' library (mcp[cli]>=1.22.0) to be installed
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agentforms---ai-conversational-form-builder-1763852414529
by guilhermetechmakers
Builds AI-powered conversational forms (agents) to collect structured data through natural language interactions.
Builds AI-powered conversational forms (agents) to collect structured data through natural language interactions.
Setup Requirements
- ⚠️Requires Supabase project (VITE_SUPABASE_URL, VITE_SUPABASE_ANON_KEY)
- ⚠️Requires a separate backend API (VITE_API_URL)
- ⚠️LLM API keys (e.g., OpenAI, Anthropic, Google) are needed for AI functionality and may incur costs.
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expense-tracker-mcp-server
by bhaskar9298
Manages personal and group expenses, including shared expense tracking and splitting, through an AI-orchestrated tool server.
Manages personal and group expenses, including shared expense tracking and splitting, through an AI-orchestrated tool server.
Setup Requirements
- ⚠️Requires MONGODB_URI environment variable for database connection.
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires an OpenAI API key for the example client to function as demonstrated, interacting with 'gpt-5'.
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MCP
by 080bct12alex
Building and deploying an MCP server for expense tracking that integrates with AI chatbots and custom clients, demonstrating core MCP concepts and multi-server client interaction.
Building and deploying an MCP server for expense tracking that integrates with AI chatbots and custom clients, demonstrating core MCP concepts and multi-server client interaction.
Setup Requirements
- ⚠️Requires `uv` package manager and `fastmcp` library for both server and client setup.
- ⚠️Client configurations for local servers contain hardcoded absolute paths (e.g., to Python executables and server scripts), which must be manually adjusted for different environments.
- ⚠️Requires an `OPENAI_API_KEY` to interact with the specified `ChatOpenAI` LLM via the client.
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mcp-server-miro
by alexisleboulanger
An MCP server enabling AI agents to programmatically interact with and manipulate Miro boards via its API.
An MCP server enabling AI agents to programmatically interact with and manipulate Miro boards via its API.
Setup Requirements
- ⚠️Requires a Miro API token configured in a .env file.
- ⚠️Many tools require a Miro Board ID, either set as a default in .env or provided per-call.
- ⚠️Requires Node.js to be installed for local development/execution without Docker.
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mcp-for-security
by yes0ng
Assisting with information security tasks by providing product end-of-life dates, CVE lookups, and threat intelligence checks for IPs, domains, and URLs.
Assisting with information security tasks by providing product end-of-life dates, CVE lookups, and threat intelligence checks for IPs, domains, and URLs.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Dependencies must be installed via `pip install -r requirements.txt`.
- ⚠️Full functionality (VirusTotal, AbuseIPDB) requires API keys, which may be for paid services.
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mcp-sdl
by jvolden
Provides SDL3 API documentation, code examples, and migration guides to AI assistants for code generation and reference.
Provides SDL3 API documentation, code examples, and migration guides to AI assistants for code generation and reference.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires 'uv' package manager for installation and running.
- ⚠️Installation uses 'uvx' directly from the GitHub repository URL.
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custom-mcp-servers
by bayamasa
Executes shell commands on a server with security controls, and reads/searches/extracts information from PDF files.
Executes shell commands on a server with security controls, and reads/searches/extracts information from PDF files.
Setup Requirements
- ⚠️Requires the 'mcp' Python package to be installed.
- ⚠️Requires the 'pymupdf' Python package for the PDF server.
- ⚠️Configuration in Claude Desktop requires absolute paths to the server scripts.
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mcp_emi_server_deployment
by Ramakrishna-Gedala
Provides a lightweight FastMCP server to expose loan EMI calculation, amortization schedule, loan comparison, and prepayment calculation tools to MCP clients.
Provides a lightweight FastMCP server to expose loan EMI calculation, amortization schedule, loan comparison, and prepayment calculation tools to MCP clients.
Setup Requirements
- ⚠️Requires Python 3.13+
- ⚠️Requires 'uv' for environment management and running (pip-compatible alternative)
- ⚠️An external EMI calculation backend API must be running and accessible at the configured `EMI_API_BASE_URL`