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Vetted Servers(8554)
ubem-mcp
by JINGFENGZ
Provides tools for Urban Building Energy Model (UBEM) analysis and EnergyPlus simulations, integrating with AI via Model Context Protocol (MCP).
Provides tools for Urban Building Energy Model (UBEM) analysis and EnergyPlus simulations, integrating with AI via Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires EnergyPlus v25.1.0 (or compatible version) installed locally.
- ⚠️Requires `ENERGYPLUS_ROOT` environment variable to be set, or EnergyPlus to be installed in common default locations for auto-detection to work.
Verified SafeView Analysis
paymcp-subscription-demo
by PayMCP
Provides a Model Context Protocol (MCP) server that gates access to AI tools based on active Stripe subscriptions and OAuth/OIDC authentication.
Provides a Model Context Protocol (MCP) server that gates access to AI tools based on active Stripe subscriptions and OAuth/OIDC authentication.
Setup Requirements
- ⚠️Requires external setup with an OAuth/OIDC provider (Auth0 or Keycloak) including API/client creation and specific configuration steps.
- ⚠️Requires external setup with Stripe, including creating a product and a recurring price plan to obtain the `STRIPE_SUBSCRIPTION_ID`.
- ⚠️Requires multiple sensitive environment variables (e.g., Stripe keys, OAuth client secrets) to be explicitly configured in a `.env` file.
Verified SafeView Analysis
quantmaster-mcp-server
by seanshin0214
An AI-powered quantitative research assistant that provides statistical analysis, causal inference guides, power calculations, and generates analysis code across multiple programming languages.
An AI-powered quantitative research assistant that provides statistical analysis, causal inference guides, power calculations, and generates analysis code across multiple programming languages.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Requires specific JSON configuration within Claude Desktop for discovery and operation.
- ⚠️Optional: Configuring the CHROMA_PATH environment variable for persistent ChromaDB storage in a desired location.
Verified SafeView Analysis
ha-addons
by mtebusi
Enables Claude Desktop to interact with Home Assistant instances using the Model Context Protocol (MCP) for smart home control and automation.
Enables Claude Desktop to interact with Home Assistant instances using the Model Context Protocol (MCP) for smart home control and automation.
Setup Requirements
- ⚠️Requires Home Assistant version 2024.1.0 or later.
- ⚠️Requires the Claude Desktop application to leverage its full functionality.
- ⚠️Requires SSL certificates for secure remote access (highly recommended, though optional for local HTTP).
- ⚠️Requires Home Assistant API access, either through a `SUPERVISOR_TOKEN` (when run as a Home Assistant add-on) or a Long-Lived Access Token and explicit `HA_URL` (for standalone deployments).
Review RequiredView Analysis
auto-favicon-mcp
by pravinakarunanithi
Automatically generate a complete set of favicons, including multiple sizes and manifest.json, from a PNG image file or URL.
Automatically generate a complete set of favicons, including multiple sizes and manifest.json, from a PNG image file or URL.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️This is an MCP (Model Context Protocol) server, designed to be integrated into an MCP agent or orchestrator, not as a standalone web application with a user interface, despite the README's misleading descriptions of `http://localhost:3000` and `npm install` steps.
- ⚠️The `pyproject.toml` lists `pathlib2` as a dependency, which is redundant for Python 3.12+ where `pathlib` is standard and improved.
Verified SafeView Analysis
wikipedia-mcp-agent
by rbdevx
An AI agent that provides Wikipedia search and information retrieval capabilities via an LLM.
An AI agent that provides Wikipedia search and information retrieval capabilities via an LLM.
Setup Requirements
- ⚠️Requires Hugging Face API key (HUGGINGFACEHUB_API_TOKEN), which can incur costs depending on usage and model.
- ⚠️Requires 'wikipedia', 'mcp', 'langchain-huggingface', 'langgraph', and 'langchain-mcp-adapters' Python packages to be installed.
Verified SafeView Analysis
what-happen-mcp
by kawayiYokami
Provides a backend data service for a news aggregation platform, offering news from various sources via an MCP server or CLI.
Provides a backend data service for a news aggregation platform, offering news from various sources via an MCP server or CLI.
Setup Requirements
- ⚠️Requires proper configuration of numerous environment variables for optimal and stable operation, especially API URLs and keys, though many have default fallback URLs.
- ⚠️The `FISHP_API_COOKIE` is hardcoded in `src/apis/fishpi.ts` and should be moved to an environment variable or removed for secure and customizable deployment.
- ⚠️Web scraping is inherently fragile; changes to target website structures may break specific data fetching functions and require code updates.
Review RequiredView Analysis
mcp-server
by mrdr79
Provides an API to search YouTube for a song query and return a direct audio stream URL.
Provides an API to search YouTube for a song query and return a direct audio stream URL.
Setup Requirements
- ⚠️Requires Node.js 18.x.
- ⚠️Reliability is dependent on YouTube's website structure; `ytdl-core` might require updates if YouTube changes its layout.
Verified SafeView Analysis
job_recommender
by manojmk04
A local Streamlit application that analyzes PDF resumes using a local Ollama model to summarize, identify skill gaps, and create career roadmaps, while also fetching job recommendations from LinkedIn and Naukri via Apify.
A local Streamlit application that analyzes PDF resumes using a local Ollama model to summarize, identify skill gaps, and create career roadmaps, while also fetching job recommendations from LinkedIn and Naukri via Apify.
Setup Requirements
- ⚠️Requires local Ollama instance running.
- ⚠️Requires Ollama model `gemma3:1b` to be pulled.
- ⚠️Requires Apify API Key (Apify is a paid service with free tier limits).
Verified SafeView Analysis
localmcp
by RicardoBorja
Hosts a multiplayer Minecraft server, allowing players to connect and interact in a persistent world.
Hosts a multiplayer Minecraft server, allowing players to connect and interact in a persistent world.
Setup Requirements
- ⚠️Requires Java Runtime Environment (JRE) 17+ (or compatible version for Minecraft)
- ⚠️Requires open network ports (default 25565 for game, 25575 for RCON) and potentially firewall configuration.
- ⚠️Relies on `server.properties` for configuration, which must be correctly set up and secured.
Verified SafeView Analysis
mcp-research-server-on-EC2
by CyprianFusi
A Model Context Protocol (MCP) server for intelligent research data management using vector embeddings and semantic search.
A Model Context Protocol (MCP) server for intelligent research data management using vector embeddings and semantic search.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Python 3.13+
- ⚠️AWS EC2 instance (for deployment)
Verified SafeView Analysis
flutter_project_creation_mcp_server
by emeinardus
Enables an AI agent to create, analyze, fix, and run Flutter projects following Clean Architecture patterns locally.
Enables an AI agent to create, analyze, fix, and run Flutter projects following Clean Architecture patterns locally.
Setup Requirements
- ⚠️Requires Flutter SDK (3.0.0+)
- ⚠️Requires Android Studio for Android features
- ⚠️Manual configuration of Claude Desktop with an absolute path is required
- ⚠️Untested on macOS and Linux, potential for platform-specific issues