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Vetted Servers(8554)
digital-twin-portfolio
by TheaMarieM
AI-powered portfolio acting as a digital twin, offering interactive querying, interview simulation, and RAG-driven semantic search of professional experiences via the Model Context Protocol (MCP) for AI assistants like Claude Desktop and VS Code Copilot.
AI-powered portfolio acting as a digital twin, offering interactive querying, interview simulation, and RAG-driven semantic search of professional experiences via the Model Context Protocol (MCP) for AI assistants like Claude Desktop and VS Code Copilot.
Setup Requirements
- ⚠️Requires Node.js 18+ and pnpm
- ⚠️Requires Python 3.8+ with pip
- ⚠️Requires Upstash accounts (Redis + Vector) and corresponding API keys for full functionality
- ⚠️Requires a Groq API key for LLM responses (or optional OpenAI API Key fallback/embeddings, depending on configuration)
- ⚠️Requires a local Ollama server running if `LLM_PROVIDER` is 'ollama'
- ⚠️Requires a local embedding service running (`scripts/serve_local_embeddings.py`) if `USE_LOCAL_EMBEDDINGS` is 'true'
Verified SafeView Analysis
tacos
by bioanywhere
Provides Docker deployment configuration and CI/CD for a world-news-api-clients server.
Provides Docker deployment configuration and CI/CD for a world-news-api-clients server.
Setup Requirements
- ⚠️Requires Docker for local development and execution.
- ⚠️Requires a GCP account, project ID, and project number for cloud deployment and Artifact Registry integration.
- ⚠️Requires GitHub repository secrets (`GCP_PROJECT_ID`, `GCP_PROJECT_NUMBER`) for CI/CD.
- ⚠️Requires `gcloud` CLI installed and configured to pull images from Google Artifact Registry.
Verified SafeView Analysis
qwen-video-blaxel-mcp
by adamanz
An MCP server enabling AI agents like Claude to analyze videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel's H100 GPUs.
An MCP server enabling AI agents like Claude to analyze videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel's H100 GPUs.
Setup Requirements
- ⚠️Requires a Blaxel account and API key (Blaxel is a paid, subscription-based service).
- ⚠️Requires `ffmpeg` to be installed locally on the system where the MCP server runs.
- ⚠️Requires Python 3.10 or newer.
- ⚠️Requires manual configuration in Claude Desktop's `claude_desktop_config.json`.
Verified SafeView Analysis
Ai-Document-Generation
by firda0802
An AI-powered platform for generating and managing various types of documents, presentations, spreadsheets, creative content (ebooks, stories), and multimedia (images, videos, voiceovers), integrated with chat capabilities.
An AI-powered platform for generating and managing various types of documents, presentations, spreadsheets, creative content (ebooks, stories), and multimedia (images, videos, voiceovers), integrated with chat capabilities.
Setup Requirements
- ⚠️Requires a Google Gemini API Key (via Lovable AI Gateway)
- ⚠️Requires an ElevenLabs API Key for voice generation
- ⚠️Requires a Firebase Project setup (API Key, Auth Domain, Project ID, etc.)
- ⚠️Requires a Supabase Project setup (URL, Publishable Key, Service Role Key, Database Schema, RPC functions)
- ⚠️Requires a Stripe account and API keys for subscription management and payments
- ⚠️Requires a Resend API Key for transactional emails
- ⚠️Supabase Edge Functions run on Deno, requiring Deno for local development/testing of functions.
Verified SafeView Analysis
mcp-recording
by Digital-Defiance
Provides recording and playback functionality for an MCP server, likely integrated within a larger AI capabilities suite.
Provides recording and playback functionality for an MCP server, likely integrated within a larger AI capabilities suite.
Review RequiredView Analysis
gentleman-book-mcp
by Rodr116
This MCP server provides AI assistants with direct access to the Gentleman Programming Book for reading, searching, and understanding software architecture concepts.
This MCP server provides AI assistants with direct access to the Gentleman Programming Book for reading, searching, and understanding software architecture concepts.
Setup Requirements
- ⚠️Requires the 'Gentleman Programming Book' repository to be cloned locally, and the 'BOOK_PATH' environment variable correctly set to its 'src/data/book' directory.
- ⚠️Semantic search requires either a paid OpenAI API key (set as 'OPENAI_API_KEY') or a locally running Ollama server with the 'nomic-embed-text' embedding model (free, local).
- ⚠️Requires Go 1.21 or superior to compile from source.
Verified SafeView Analysis
fde_sql_mcp
by mmcdermott-ashleyne
Provides an MCP server for programmatically interacting with on-prem SQL Server instances using Windows authentication, offering tools to enumerate database objects.
Provides an MCP server for programmatically interacting with on-prem SQL Server instances using Windows authentication, offering tools to enumerate database objects.
Setup Requirements
- ⚠️Python 3.10+ required.
- ⚠️ODBC Driver 17 or 18 for SQL Server must be installed on the host.
- ⚠️The account running the server requires Windows authentication permissions to the target SQL Server instance.
- ⚠️SQL Server host address must be configured via 'fde_sql_mcp.config.json' or 'SQL_SERVER_HOST' environment variable.
Verified SafeView Analysis
gpt-mcp-server
by Lewis-R-L
An MCP server integrating with italki's API to provide language learning services, including teacher recommendations, language/country metadata, and personal calendar events, with an optional OAuth 2.0 authentication provider.
An MCP server integrating with italki's API to provide language learning services, including teacher recommendations, language/country metadata, and personal calendar events, with an optional OAuth 2.0 authentication provider.
Setup Requirements
- ⚠️Weak Password Hashing: The mock OAuth provider uses SHA256 for password hashing, which is insecure for production use.
- ⚠️Access Token Logging: When `LOG_REQUEST_RESPONSE=true`, the full Authorization header (including access tokens) is logged to console, posing a severe security risk.
- ⚠️Non-persistent Data in Serverless: The embedded NeDB database (`OAUTH_DB_PATH=/tmp/db` on Vercel) and in-memory MCP sessions are not persistent across serverless function invocations or server restarts, making the mock OAuth provider unsuitable for production.
Review RequiredView Analysis
mcp-gitpower-server
by HenFaibishProjects
This server acts as a Model Context Protocol (MCP) tool provider, allowing an agent to list GitHub repositories for a specified organization or user.
This server acts as a Model Context Protocol (MCP) tool provider, allowing an agent to list GitHub repositories for a specified organization or user.
Setup Requirements
- ⚠️Requires a GitHub Personal Access Token (GITHUB_TOKEN) with sufficient permissions (e.g., 'repo' scope for private repos, or public_repo for public ones).
- ⚠️Requires a GitHub organization or username (GITHUB_ORG) to be specified.
- ⚠️Requires Node.js (version 18 or higher is recommended based on dependencies).
Verified SafeView Analysis
eth-mcp-server
by jordanlixu
Provides Ethereum-related tooling like balance queries, token price lookup, and Uniswap swap simulation for AI agents via a Model Context Protocol (MCP) interface.
Provides Ethereum-related tooling like balance queries, token price lookup, and Uniswap swap simulation for AI agents via a Model Context Protocol (MCP) interface.
Setup Requirements
- ⚠️Requires numerous environment variables (`INFURA_URL`, `WALLET_ADDRESS`, `USDC`, `BTC`, `WETH`, `UNI`, `BETH`, `UNISWAP_V2_ROUTER`), which must be set to valid Sepolia testnet addresses or URLs.
- ⚠️The `rmcp` Rust SDK is pulled directly from a GitHub `main` branch, which might introduce stability concerns compared to a released version and requires `git` tooling.
- ⚠️Relies on an Ethereum RPC provider (e.g., Infura) which will incur costs based on usage.
Verified SafeView Analysis
my-mcp-server-251127
by SunmaiLee
Boilerplate for creating Model Context Protocol (MCP) servers with integrated AI capabilities (e.g., image generation, code review prompts) using TypeScript and Hugging Face.
Boilerplate for creating Model Context Protocol (MCP) servers with integrated AI capabilities (e.g., image generation, code review prompts) using TypeScript and Hugging Face.
Setup Requirements
- ⚠️Requires a Hugging Face API token (`hfToken`) for the image generation tool.
- ⚠️Requires `npm install` and `npm run build` (or `npx smithery build`) for setup and compilation from TypeScript to JavaScript.
- ⚠️Built using the Smithery framework, which expects a `createServer` function as the default export in `src/index.ts`.
Verified SafeView Analysis
vice-mcp-server
by tonyfruzza
Provides AI assistants with debugging and control capabilities for the VICE C64 emulator.
Provides AI assistants with debugging and control capabilities for the VICE C64 emulator.
Setup Requirements
- ⚠️Requires Python 3.7+.
- ⚠️Requires VICE C64 emulator running with the '-remotemonitor' flag enabled.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop) for interaction.