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Vetted Servers(8554)
mcp-python-demo
by Mainakcris7
Provides an MCP (Micro-Agent Communication Protocol) server exposing tools for basic arithmetic and fetching real-time, formatted weather information from external APIs.
Provides an MCP (Micro-Agent Communication Protocol) server exposing tools for basic arithmetic and fetching real-time, formatted weather information from external APIs.
Setup Requirements
- ⚠️Requires Python 3.14+.
- ⚠️Requires API keys for geocoding (geocode.maps.co) and OpenWeatherMap, stored as environment variables GEOCODING_API_KEY and OPEN_WEATHER_API_KEY.
- ⚠️The server uses 'requests.get(..., verify=False)', which disables SSL verification and poses a security risk; consider removing 'verify=False' in production.
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mcp-servers
by skribblez2718
An MCP server for the Recipez recipe management API, providing tools for recipe CRUD, AI-powered generation, grocery lists, and email operations.
An MCP server for the Recipez recipe management API, providing tools for recipe CRUD, AI-powered generation, grocery lists, and email operations.
Setup Requirements
- ⚠️Requires a separate, live instance of the 'Recipez API' with JWT authentication.
- ⚠️Requires the 'uv' package manager for installation and running.
- ⚠️Requires Python 3.10 or higher.
- ⚠️The `RECIPEZ_JWT_TOKEN` needs to be actively managed and refreshed, as it expires every 12 hours (by default of the upstream Recipez API).
- ⚠️Default `CORS_ORIGINS='*'` is insecure and must be configured for production.
Verified SafeView Analysis
openai-mcp
by ktdreyer
Manages OpenAI organization invitations by allowing an LLM to check invite status and send new invites.
Manages OpenAI organization invitations by allowing an LLM to check invite status and send new invites.
Setup Requirements
- ⚠️Requires two restricted OpenAI admin API keys (read and write scopes) due to an OpenAI limitation, which must be set as environment variables.
- ⚠️Requires `uv` and `mcp[cli]` Python packages to be installed.
- ⚠️For production use, the design's reliance on LLM-provided user emails for invitations should be addressed with a secure authentication mechanism.
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VbMigrationAssistant
by vijaypandiyan
Automated analysis, planning, and migration of VB.NET and C# projects (including Web Forms) to C# on .NET 9 using an MCP server and LLM assistance.
Automated analysis, planning, and migration of VB.NET and C# projects (including Web Forms) to C# on .NET 9 using an MCP server and LLM assistance.
Setup Requirements
- ⚠️Requires an Anthropic API Key (Paid) if 'LlmProvider' is 'claude'.
- ⚠️Requires a local Ollama instance running if 'LlmProvider' is 'ollama'.
- ⚠️Requires 'dotnet tool install upgrade-assistant --global' for framework upgrade functionality.
- ⚠️Requires Git to be installed for repository cloning.
- ⚠️PowerShell 7+ is required to run the provided client scripts.
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Copado-MCP-Server
by 5p875v6f46-ai
Automates comprehensive Salesforce process documentation (including validations, business rules, escalations, KPIs, security controls, and visual flow diagrams) using Copado AI's Build Expert model, integrating with LLM clients via MCP (stdio) or HTTP.
Automates comprehensive Salesforce process documentation (including validations, business rules, escalations, KPIs, security controls, and visual flow diagrams) using Copado AI's Build Expert model, integrating with LLM clients via MCP (stdio) or HTTP.
Setup Requirements
- ⚠️Requires active Copado AI API credentials (API Key, Organization ID, Workspace ID), which likely involves a paid service.
- ⚠️The `COPADO_WORKSPACE_ID` environment variable is required by the `CopadoAPIClient` for proper configuration, but it is not consistently listed in the `.env.example` or documentation setup instructions, leading to potential configuration errors.
- ⚠️The provided `start-server.sh` script contains hardcoded API credentials; running it as-is will expose these secrets and override `.env` settings.
Review RequiredView Analysis
codeguide-mcp
by delian
An MCP server that provides coding guides and best practices to AI assistants, designed to extend or replace `AGENTS.md` files.
An MCP server that provides coding guides and best practices to AI assistants, designed to extend or replace `AGENTS.md` files.
Setup Requirements
- ⚠️Requires `config.toml` or environment variables for configuration (e.g., `GUIDES_GITHUB_REPO`, `GUIDES_DIR`).
- ⚠️Relies on network connectivity to GitHub for fetching remote guides, although local cache and directory fallbacks are supported.
- ⚠️Python 3.x is required to run the server directly from source.
Verified SafeView Analysis
mcp-ai-agents-lab
by Ali-Hassan2
A Model Context Protocol (MCP) server providing tools for AI agents, specifically to add numbers, echo messages, and critically, post content to the X (formerly Twitter) social media platform.
A Model Context Protocol (MCP) server providing tools for AI agents, specifically to add numbers, echo messages, and critically, post content to the X (formerly Twitter) social media platform.
Setup Requirements
- ⚠️Requires X (Twitter) Developer Account and API Keys (X_API_KEY, X_API_KEY_SECRET, X_ACCESS_TOKEN, X_ACCESS_SECRET) configured as environment variables for the 'x-post-creation' tool to function.
- ⚠️The server's HTTP endpoint needs proper network security (e.g., firewall, authentication, IP whitelisting) to prevent unauthorized access, especially to the X posting tool.
- ⚠️The client for this server (`lab-2_(X_Posting_Agent)/mcp-client`) requires a `GEMENI_API_KEY` for LLM integration, incurring external API costs, and a `SERVER_URL` to connect to this MCP server.
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MCP-Server-Oferta
by FelipeSchreiber
This server exposes a set of domain-specific tools, resources, and prompts via the FastMCP protocol to be consumed by Large Language Models (LLMs) or other multi-agent automation engines.
This server exposes a set of domain-specific tools, resources, and prompts via the FastMCP protocol to be consumed by Large Language Models (LLMs) or other multi-agent automation engines.
Setup Requirements
- ⚠️Requires Python 3.10+ and dependencies installed via `pip install -r requirements.txt`.
- ⚠️Requires environment variables in a `.env` file for server settings and optional Azure AD authentication.
- ⚠️Azure AD authentication (if enabled) requires a configured Azure App Registration (tenant ID, client ID, JWKS URI, issuer, audience).
Verified SafeView Analysis
mcp-server-demo
by dr-armani
This project demonstrates the setup of a FastMCP server, exposing basic tools, resources, and prompt generation functionalities for an agentic system.
This project demonstrates the setup of a FastMCP server, exposing basic tools, resources, and prompt generation functionalities for an agentic system.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires the 'mcp[cli]>=1.22.0' package.
- ⚠️The recommended run command implies the 'uv' package runner is expected to be installed.
Verified SafeView Analysis
mcp-weather-server
by Yuval-Moag
Provides a production-ready Model Context Protocol (MCP) server for integrating AI applications with external weather data via streamable HTTP transport.
Provides a production-ready Model Context Protocol (MCP) server for integrating AI applications with external weather data via streamable HTTP transport.
Setup Requirements
- ⚠️Requires a free WeatherAPI.com API key.
- ⚠️Requires Node.js 20+ for local development.
- ⚠️Docker and Docker Compose are needed for full-stack deployment.
Verified SafeView Analysis
remote-mcp-server-authless
by mudinc
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, providing a set of calculator tools accessible to MCP clients without authentication.
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, providing a set of calculator tools accessible to MCP clients without authentication.
Setup Requirements
- ⚠️Requires a Cloudflare Workers account for deployment.
- ⚠️No authentication is required for API access, making it publicly available.
- ⚠️Requires `npm` and Node.js for local development and deployment.
Verified SafeView Analysis
mcp-news-server
by ekfaktldk11
An MCP server for fetching US news headlines, summarizing them with AI, and translating them to Korean.
An MCP server for fetching US news headlines, summarizing them with AI, and translating them to Korean.
Setup Requirements
- ⚠️Requires News API Key (Free tier has request limits and provides only recent news)
- ⚠️Requires OpenAI API Key (Paid service, usage-based billing)
- ⚠️Node.js and npm are required for installation and execution