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Vetted Servers(8554)
mcp-server-yt
by sabariaz94
Cannot determine use case as the source code was not provided for analysis.
Cannot determine use case as the source code was not provided for analysis.
Setup Requirements
- ⚠️Source code required for analysis was not provided.
- ⚠️Functionality, dependencies, and setup steps cannot be determined without source code.
Review RequiredView Analysis
Claude-Monitor
by balochshees
Tracks Claude API token usage and limits in real-time on macOS via a menu bar application.
Tracks Claude API token usage and limits in real-time on macOS via a menu bar application.
Setup Requirements
- ⚠️Requires macOS 10.15 or above.
- ⚠️Requires a Claude OAuth token (starts with `sk-ant-oat...`); regular Claude API keys (`sk-ant-api...`) will not work.
- ⚠️Installation involves downloading a `.dmg` file and dragging the app to the Applications folder.
Verified SafeView Analysis
naetheras.github.io
by NaetheraS
This application simplifies the setup and enhancement of a Claude Code development environment by installing a pack of skills and plugins.
This application simplifies the setup and enhancement of a Claude Code development environment by installing a pack of skills and plugins.
Setup Requirements
- ⚠️Requires users to download and execute an installer from an external GitHub Releases page, which is not provided for security vetting.
- ⚠️Requires a stable internet connection for download.
- ⚠️Assumes basic user comfort with running commands in a terminal or command prompt.
Review RequiredView Analysis
paymo-mcp
by feamster
Integrate Paymo time tracking, invoicing, and project management with Claude Desktop via Model Context Protocol.
Integrate Paymo time tracking, invoicing, and project management with Claude Desktop via Model Context Protocol.
Setup Requirements
- ⚠️Requires Python 3.8+.
- ⚠️Requires a Paymo account with API access, and manual generation of an API key.
- ⚠️Requires `fastmcp` to be installed (`pip install fastmcp`).
- ⚠️Configuration files (`~/.mcp-config/paymo/config.json` and `~/.mcp-auth/paymo/auth.json`) must be manually created and populated before first use.
Verified SafeView Analysis
ct-gov-mcp
by openpharma-org
This MCP server provides a unified API interface to search, suggest terms, and retrieve detailed information from ClinicalTrials.gov for clinical trial research and discovery.
This MCP server provides a unified API interface to search, suggest terms, and retrieve detailed information from ClinicalTrials.gov for clinical trial research and discovery.
Setup Requirements
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️If not using the default stdio transport, `USE_HTTP=true` or `USE_SSE=true` environment variables, along with `PORT`, must be explicitly set.
- ⚠️The TypeScript source code must be compiled (`npm run build`) before the server can be run.
Verified SafeView Analysis
robot_mcp
by dgaida
Control robotic arms using natural language commands via multiple large language models and a web-based GUI.
Control robotic arms using natural language commands via multiple large language models and a web-based GUI.
Setup Requirements
- ⚠️Requires Redis server running (e.g., via Docker).
- ⚠️Requires at least one LLM API Key (OpenAI, Groq, or Gemini) or a locally running Ollama server.
- ⚠️Relies on external GitHub repositories (`llm_client`, `robot_environment`, etc.) which are installed during setup.
Verified SafeView Analysis
ai-api
by pwnies-peru
An AI-powered e-commerce sales agent that uses product search tools to assist users with queries, recommendations, and purchase guidance.
An AI-powered e-commerce sales agent that uses product search tools to assist users with queries, recommendations, and purchase guidance.
Setup Requirements
- ⚠️Requires an AI_GATEWAY_API_KEY (for OpenAI-compatible services like Vercel AI Gateway) which likely incurs costs.
- ⚠️Requires Docker to run Typesense and DragonflyDB instances.
- ⚠️Requires Python 3.11 or higher.
Review RequiredView Analysis
MCP_Catalog
by Swissbit92
A local AI companion server that provides conversational chat with multiple personas, enhanced by RAG (Retrieval-Augmented Generation) using web search and MongoDB data, and featuring advanced memory management and emotional state tracking.
A local AI companion server that provides conversational chat with multiple personas, enhanced by RAG (Retrieval-Augmented Generation) using web search and MongoDB data, and featuring advanced memory management and emotional state tracking.
Setup Requirements
- ⚠️Requires Docker to be installed and running for MCP services (Brave Search, MongoDB).
- ⚠️Requires Ollama to be installed and running, with specified models pulled (e.g., dolphin-llama3:8b, nomic-embed-text:latest).
- ⚠️Brave Search functionality requires a `BRAVE_API_KEY` environment variable.
- ⚠️MongoDB integration requires a `MONGODB_URI` environment variable and an accessible MongoDB instance.
Verified SafeView Analysis
hybrid-automation-framework
by Sandeep850-bit
A Java-based test automation framework supporting web UI testing with Playwright, data-driven testing, and optional integration with an external Model Context Protocol (MCP) server for remote execution of browser actions.
A Java-based test automation framework supporting web UI testing with Playwright, data-driven testing, and optional integration with an external Model Context Protocol (MCP) server for remote execution of browser actions.
Setup Requirements
- ⚠️Requires Java 11+ and Maven 3.6+.
- ⚠️Playwright browsers must be installed explicitly via 'mvn exec:java -Dexec.mainClass=com.microsoft.playwright.CLI -Dexec.args="install"'.
- ⚠️If MCP mode is enabled (`mcp.enabled=true`), an external, separately developed MCP server is required to be running and accessible at the configured `mcp.endpoint`.
- ⚠️Test data files (`testdata.xlsx`, `testdata.properties`) need manual creation or population for data-driven tests.
Verified SafeView Analysis
annex-gmail-mcp
by jeff-atriumn
Orchestrates Gmail API functionality via an MCP server for reading, drafting, and sending emails, integrated with the RAM orchestration layer.
Orchestrates Gmail API functionality via an MCP server for reading, drafting, and sending emails, integrated with the RAM orchestration layer.
Setup Requirements
- ⚠️Requires manual Google Cloud Project setup, including enabling Gmail API and configuring OAuth Consent Screen.
- ⚠️Requires a manual, browser-based OAuth 2.0 authentication flow on first run to generate a persistent token file.
- ⚠️Requires secure storage of Google API client credentials and OAuth token files in a user-specific directory (e.g., ~/.config/ram/).
- ⚠️The 'gmail_send' tool will execute if called; RAM (the orchestrator) is solely responsible for gating access with user approval, not this server.
Verified SafeView Analysis
MCP_SERVER
by Shubham5070
Provides a Micro-Agent Control Plane (MCP) server to expose smart meter data, usage calculations, and billing information as callable tools.
Provides a Micro-Agent Control Plane (MCP) server to expose smart meter data, usage calculations, and billing information as callable tools.
Setup Requirements
- ⚠️Requires 'fastmcp' and 'sqlalchemy' Python packages to be installed.
- ⚠️Initializes and seeds a local SQLite database ('smart_meters.db') upon first run.
Verified SafeView Analysis
mcp-snapshot-server
by arthurfantaci
Transforms Zoom meeting transcripts into instant AI-powered insights or comprehensive 11-section Customer Success Snapshots.
Transforms Zoom meeting transcripts into instant AI-powered insights or comprehensive 11-section Customer Success Snapshots.
Setup Requirements
- ⚠️Requires Anthropic API Key (Paid Service) for Claude AI access.
- ⚠️Requires manual creation and configuration of a Zoom Server-to-Server OAuth app with specific recording and user scopes (multi-step process involving Zoom Marketplace).
- ⚠️Requires manual download of spaCy and NLTK data models after installation.