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Vetted Servers(9120)
MadCP
by yayoboy
MadCP is an AI-driven platform designed to empower modern software development teams with intelligent tools for in-depth code analysis, semantic search, AI-assisted development (fix suggestions, refactoring, code review), and automated project planning.
MadCP is an AI-driven platform designed to empower modern software development teams with intelligent tools for in-depth code analysis, semantic search, AI-assisted development (fix suggestions, refactoring, code review), and automated project planning.
Setup Requirements
- ⚠️Requires Docker (24.0+) and Docker Compose (2.20+) for recommended deployment.
- ⚠️Requires an OpenAI API Key (paid) or alternative LLM service (e.g., Anthropic, local) for core AI functionalities.
- ⚠️Minimum 4GB RAM available is recommended for running all services.
Verified SafeView Analysis
mcp-weather
by ariz-ahmad
Provides current weather conditions and a 12-hour hourly forecast for a specified location using the AccuWeather API.
Provides current weather conditions and a 12-hour hourly forecast for a specified location using the AccuWeather API.
Setup Requirements
- ⚠️Requires AccuWeather API Key (registration required, potential usage limits)
- ⚠️Uses 'uv' for dependency management, which needs to be installed first.
Verified SafeView Analysis
remote-mcp-server-authless
by aliceric27
Deploying an unauthenticated Model Context Protocol (MCP) server on Cloudflare Workers for AI tool integration and demonstration.
Deploying an unauthenticated Model Context Protocol (MCP) server on Cloudflare Workers for AI tool integration and demonstration.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment.
- ⚠️Requires Node.js and npm for local development and setup.
- ⚠️The deployed server lacks authentication, making it unsuitable for production use without modification.
Verified SafeView Analysis
playwright-mcp-rl
by karthikm15
Train and evaluate AI agents (Reinforcement Learning policies) to automate browser-based form filling tasks via a Playwright-based environment.
Train and evaluate AI agents (Reinforcement Learning policies) to automate browser-based form filling tasks via a Playwright-based environment.
Setup Requirements
- ⚠️Requires Playwright and Chromium browser installed (`pip install playwright && playwright install chromium`).
- ⚠️Requires PyTorch for model training and inference.
- ⚠️For the `run_policy` script, a trained model checkpoint (e.g., 'models/checkpoints/bc_policy_compositional.pt') is necessary. This implies either running `train_bc.py` or `train_ppo.py` first, or providing a pre-trained model.
Verified SafeView Analysis
mcp-code-mode
by Jame0077
An AI agent that generates and executes Python code, orchestrating external Model Context Protocol (MCP) tools to solve user tasks.
An AI agent that generates and executes Python code, orchestrating external Model Context Protocol (MCP) tools to solve user tasks.
Setup Requirements
- ⚠️Requires a paid OpenAI (gpt-4o-mini) or Gemini (gemini/gemini-2.5-pro) API Key for the underlying LLM calls.
- ⚠️Requires `npm` and `npx` to run external MCP reference servers (e.g., for filesystem and memory operations).
- ⚠️Requires Python 3.11 or higher.
Review RequiredView Analysis
chrome-mcp-server
by YohAsacura
Automating Chrome browser for web scraping, UI testing, and general web automation through the Model Context Protocol.
Automating Chrome browser for web scraping, UI testing, and general web automation through the Model Context Protocol.
Setup Requirements
- ⚠️Python 3.10+ required.
- ⚠️Google Chrome browser (latest version) must be installed.
- ⚠️Requires manual configuration for Claude Desktop integration (or direct execution).
Verified SafeView Analysis
mcp-captcha-solver
by aezizhu
Enables AI agents to automatically solve a wide range of captcha challenges (text, math, reCAPTCHA, hCaptcha, sliders, etc.) using local OCR and a cascading fallback to high-reliability external services.
Enables AI agents to automatically solve a wide range of captcha challenges (text, math, reCAPTCHA, hCaptcha, sliders, etc.) using local OCR and a cascading fallback to high-reliability external services.
Setup Requirements
- ⚠️Requires Node.js version >=18.0.0.
- ⚠️For 99%+ captcha solving accuracy, users must obtain and provide API keys for paid third-party services (e.g., CapSolver, 2Captcha, Anti-Captcha).
- ⚠️Requires manual configuration in Claude Desktop's `mcpServers` setting with the full path to `index.js`.
Verified SafeView Analysis
emacs-mcp-server-node
by michael-nhat
This server provides a WebSocket and HTTP interface for a client to interact with the local filesystem and potentially execute code, acting as a backend for a multi-client protocol, likely for an Emacs plugin.
This server provides a WebSocket and HTTP interface for a client to interact with the local filesystem and potentially execute code, acting as a backend for a multi-client protocol, likely for an Emacs plugin.
Setup Requirements
- ⚠️Requires Node.js installed.
- ⚠️Client-side application must be built into 'client/dist' directory before running the server.
- ⚠️Functionality depends on an Emacs client implementing the Multi-client Protocol (MCP).
Review RequiredView Analysis
bacon-mcp
by GeorgePearse
Provides AI assistants with tools to check, lint, test, and build Rust projects.
Provides AI assistants with tools to check, lint, test, and build Rust projects.
Setup Requirements
- ⚠️Requires Node.js 18+ to run.
- ⚠️Requires the Rust toolchain (rustup, cargo) to be installed and in the system PATH.
- ⚠️The 'bacon_audit' tool requires 'cargo-audit' to be installed separately.
Verified SafeView Analysis
paste-rag
by mailshieldai
Query and retrieve specific clipboard history items from the macOS Paste app database, filtered by content, application, type, or date range, primarily to provide context for AI agents.
Query and retrieve specific clipboard history items from the macOS Paste app database, filtered by content, application, type, or date range, primarily to provide context for AI agents.
Setup Requirements
- ⚠️Requires macOS operating system.
- ⚠️Requires the Paste app to be installed and to have existing clipboard history.
- ⚠️Requires 'uv' package manager for installation and execution.
Verified SafeView Analysis
mcp-jenkins
by kud
Manage Jenkins CI/CD workflows and monitor build statuses via an AI assistant using the Model Context Protocol.
Manage Jenkins CI/CD workflows and monitor build statuses via an AI assistant using the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js 20+
- ⚠️Requires a Jenkins API Token or Bearer Token for authentication
- ⚠️Requires Jenkins server URL
Verified SafeView Analysis
mcp-server-tools
by MomentaryChen
Provides a suite of Model Context Protocol (MCP) server implementations for diverse data and communication tasks.
Provides a suite of Model Context Protocol (MCP) server implementations for diverse data and communication tasks.
Setup Requirements
- ⚠️Requires Node.js v18+ and npm/yarn.
- ⚠️Requires manual editing of connection credentials directly in source files (e.g., database passwords).
- ⚠️Requires local instances of MySQL, TDengine, MongoDB, MQTT broker, and/or Kafka broker for full functionality.
- ⚠️Requires an MCP-compatible client (e.g., Cursor) for interaction.