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Vetted Servers(8554)
MCPMultipleServer
by chwee
Orchestrates multiple AI agents (story generation, image creation, Google search) using the Model Context Protocol (MCP) to fulfill multi-modal user requests.
Orchestrates multiple AI agents (story generation, image creation, Google search) using the Model Context Protocol (MCP) to fulfill multi-modal user requests.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid): The OPENAI_API_KEY environment variable is essential for all AI functionalities and is linked to paid services.
- ⚠️Filename and MCP Server ID Mismatches: The client.py attempts to launch and connect to server scripts named 'write_blog.py', 'image.py', and 'google_search.py' with MCP IDs 'storywriter', 'imagegenerator', and 'googlesearch' respectively. However, the provided source files are 'Server1.py', 'Server2.py', 'Server3.py', which declare MCP IDs 'storywriter', 'image', and 'storywriter'. This requires renaming files, adjusting MCP IDs in the server files, and potentially correcting the IDs in client.py for successful connection and to avoid conflicts (e.g., two servers using the 'storywriter' ID).
- ⚠️Python environment with specific libraries: A Python environment with 'mcp', 'langchain_openai', 'dotenv', 'googlesearch', 'openai', 'langchain_core', 'langchain_mcp_adapters', and 'langgraph' is required.
Verified SafeView Analysis
agent-browse
by tollebrandon
Automate browser interactions and observe web page state for AI agents, providing stateful sessions, console/network observability, and accessibility snapshots.
Automate browser interactions and observe web page state for AI agents, providing stateful sessions, console/network observability, and accessibility snapshots.
Setup Requirements
- ⚠️Node.js 20+ required
- ⚠️Chrome/Chromium browser required (Playwright will attempt to download one if not found)
Verified SafeView Analysis
mcp-augmented-search
by sebrinass
This server augments web search and content reading capabilities for AI models, providing structured thinking, hybrid retrieval, and semantic caching via the Model Context Protocol (MCP).
This server augments web search and content reading capabilities for AI models, providing structured thinking, hybrid retrieval, and semantic caching via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a running SearXNG instance, configured via SEARXNG_URL.
- ⚠️If embedding is enabled (ENABLE_EMBEDDING=true), requires Ollama with a compatible embedding model (e.g., nomic-embed-text) or an OpenAI API key/endpoint.
- ⚠️For browser-rendered URL reading (Puppeteer fallback), requires Chromium to be installed and available at PUPPETEER_EXECUTABLE_PATH, and runs with disabled sandboxing which is a critical security concern.
Review RequiredView Analysis
skill-feedback
by ServiceNow
This MCP server allows users to submit feedback (bugs, enhancements, new skill requests) about any Claude skill directly from conversations, automatically capturing context and creating ServiceNow SBOs.
This MCP server allows users to submit feedback (bugs, enhancements, new skill requests) about any Claude skill directly from conversations, automatically capturing context and creating ServiceNow SBOs.
Setup Requirements
- ⚠️Requires an active ServiceNow account on `surf.service-now.com` with SBO creation permissions.
- ⚠️Browser-based authentication requires user interaction with a browser (Chrome or Safari) during initial setup and credential refresh. Safari may require `sudo safaridriver --enable`.
- ⚠️Dependencies on Node.js 18+ and Python 3.8+.
Verified SafeView Analysis
remote-mcp-pingone-aic
by EPortman-Ping
Cloudflare Workers MCP server enabling AI agents (MCP clients) to call a protected API on behalf of an authenticated end user via PingOne Advanced Identity Cloud (AIC).
Cloudflare Workers MCP server enabling AI agents (MCP clients) to call a protected API on behalf of an authenticated end user via PingOne Advanced Identity Cloud (AIC).
Setup Requirements
- ⚠️Requires a PingOne Advanced Identity Cloud tenant with complex configuration steps (DCR, grant types, OAuth2 scripts).
- ⚠️Requires a Cloudflare account and Wrangler CLI for deployment and environment variable management.
- ⚠️Depends on a separate Todo API deployment, which also has its own setup requirements.
Verified SafeView Analysis
fpl-mcp-server
by lewis-king
Manages Fantasy Premier League teams using an LLM to provide data-driven decisions, competitor analysis, and strategic planning.
Manages Fantasy Premier League teams using an LLM to provide data-driven decisions, competitor analysis, and strategic planning.
Setup Requirements
- ⚠️Requires 'uv' package manager to be installed.
- ⚠️Requires Playwright's 'chromium' browser to be installed locally via 'uv run playwright install chromium'.
- ⚠️Requires manual configuration in Claude Desktop's 'claude_desktop_config.json' with the absolute path to the project directory.
Verified SafeView Analysis
mcp-manager
by goeiespullen
Access NS TeamCentraal OData API to retrieve team, member, organization, and DORA metrics for internal tools and dashboards.
Access NS TeamCentraal OData API to retrieve team, member, organization, and DORA metrics for internal tools and dashboards.
Setup Requirements
- ⚠️Requires TeamCentraal credentials (username/password) which must be obtained through a manual process involving an email request to TeamCentraal@ns.nl and a signed Data Leveringsovereenkomst (DLO).
- ⚠️Requires Python 3.8 or higher and the `requests` library (install via `pip install -r requirements.txt`).
- ⚠️Intended to be run as a subprocess managed by the `mcp-manager` C++ gateway, not as a standalone application for production use.
Verified SafeView Analysis
MCP_Server_Tools
by Dineshseervi
This application provides a backend API for a shopping list, enabling an AI assistant (specifically Claude desktop version) to manage shopping items through defined tools.
This application provides a backend API for a shopping list, enabling an AI assistant (specifically Claude desktop version) to manage shopping items through defined tools.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) 17+ for modern Spring Boot applications.
- ⚠️Requires Maven or Gradle to build and run the application.
- ⚠️Requires 'Claude desktop version' to be running and configured for integration, as indicated by the README.
Verified SafeView Analysis
claude-mp
by totallyGreg
No MCP server source code provided for analysis. The repository README states 'No MCP servers available yet.' and the provided truncated source code consists of various 'skills' (skill-planner, terminal-guru, skillsmith, obsidian-pkm-manager, swift-dev, omnifocus-manager, helm-chart-developer, ai-risk-mapper) and not actual MCP server implementations.
No MCP server source code provided for analysis. The repository README states 'No MCP servers available yet.' and the provided truncated source code consists of various 'skills' (skill-planner, terminal-guru, skillsmith, obsidian-pkm-manager, swift-dev, omnifocus-manager, helm-chart-developer, ai-risk-mapper) and not actual MCP server implementations.
Setup Requirements
- ⚠️No MCP server code found in the provided input.
Review RequiredView Analysis
mcp-test
by Vanblerkh
Provides a RESTful API for basic user management and fetching context data, likely for an application's backend.
Provides a RESTful API for basic user management and fetching context data, likely for an application's backend.
Setup Requirements
- ⚠️Requires a MySQL/MariaDB database.
- ⚠️Database connection configuration must be provided via environment variables (DB_HOST, DB_USER, DB_PASSWORD, DB_NAME, DB_CONNECTION_LIMIT) or a 'db-config.yaml' file specified by DB_SECRETS_PATH.
- ⚠️Requires Node.js and npm to install dependencies and compile TypeScript.
Verified SafeView Analysis
vps-mcp
by HarjjotSinghh
Enables an AI agent to connect to and control a Virtual Private Server (VPS) via SSH for remote command execution and file system operations.
Enables an AI agent to connect to and control a Virtual Private Server (VPS) via SSH for remote command execution and file system operations.
Setup Requirements
- ⚠️Requires Node.js and npm/npx to be installed on the machine running the MCP server.
- ⚠️SSH private keys must be provided as a string argument directly to the `connect_vps` tool, which means the raw key content is handled by the AI agent and client, rather than using an SSH agent or file paths.
Review RequiredView Analysis
unraid-mcp
by ToxicTolerance
Provides a Model Context Protocol (MCP) server to interact with and manage an Unraid server's GraphQL API, offering comprehensive tools for system, storage, Docker, VM, and other Unraid functionalities.
Provides a Model Context Protocol (MCP) server to interact with and manage an Unraid server's GraphQL API, offering comprehensive tools for system, storage, Docker, VM, and other Unraid functionalities.
Setup Requirements
- ⚠️Requires an Unraid server with its GraphQL API enabled for core functionality.
- ⚠️Docker and Docker Compose are the recommended deployment methods; otherwise, Python 3.10+ with `uv` is required for development.
- ⚠️Explicitly requires `UNRAID_API_URL` and `UNRAID_API_KEY` environment variables to connect to the Unraid API.