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Vetted Servers(8554)
etude-agent-rules-mcp
by Etude-Labs
An IDE-agnostic MCP server that exposes project rules and workflows as MCP resources, providing consistent development guidelines to AI coding tools.
An IDE-agnostic MCP server that exposes project rules and workflows as MCP resources, providing consistent development guidelines to AI coding tools.
Setup Requirements
- ⚠️Requires .NET 9 SDK
- ⚠️Docker required for containerized deployment
- ⚠️External authentication/TLS handling required for HTTP endpoints in production
Verified SafeView Analysis
seamless-agent
by jraylan
Empowers AI agents within GitHub Copilot Chat (or similar LM clients) to seek interactive user confirmation and feedback via specialized tools (ask_user, plan_review, walkthrough_review) before executing actions, ensuring user control.
Empowers AI agents within GitHub Copilot Chat (or similar LM clients) to seek interactive user confirmation and feedback via specialized tools (ask_user, plan_review, walkthrough_review) before executing actions, ensuring user control.
Setup Requirements
- ⚠️Requires VS Code 1.104.0+ and GitHub Copilot Chat extension.
- ⚠️If integrating with Antigravity IDE, Node.js must be installed and in the system PATH for the `seamless-agent-mcp.js` CLI tool.
- ⚠️Local API authentication relies on a dynamically generated bearer token, which might require troubleshooting if misconfigured during Antigravity integration.
Verified SafeView Analysis
rbx-mcp-engine
by fxrrysalim
Provides a high-performance, WebSocket-based bridge for AI agents to interact with and control Roblox Studio in real-time.
Provides a high-performance, WebSocket-based bridge for AI agents to interact with and control Roblox Studio in real-time.
Setup Requirements
- ⚠️Requires Roblox Studio to be installed on the machine.
- ⚠️The 'rbx-studio-mcp.exe' executable must be downloaded and its path specified in the AI client's MCP configuration.
- ⚠️Requires configuration of an external MCP-compatible AI client (e.g., Claude, Cursor, Windsurf).
Verified SafeView Analysis
crypto-mcp
by pand40x
Provides real-time and historical cryptocurrency data to LLM applications, using Binance as the primary source and CoinMarketCap as a fallback.
Provides real-time and historical cryptocurrency data to LLM applications, using Binance as the primary source and CoinMarketCap as a fallback.
Setup Requirements
- ⚠️Requires CoinMarketCap API keys for fallback functionality, which must be obtained and configured in a .env file.
- ⚠️The MCP client configuration requires the absolute path to the 'build/index.js' file, which can be a common point of error.
- ⚠️Node.js v20.0.0 or higher is required.
Verified SafeView Analysis
arvo-mcp
by khaoss85
Connects AI assistants to Arvo's AI fitness coach to access and manage workout data, personal records, and training plans via the Model Context Protocol.
Connects AI assistants to Arvo's AI fitness coach to access and manage workout data, personal records, and training plans via the Model Context Protocol.
Setup Requirements
- ⚠️Requires an Arvo account and API key from arvo.guru (external service).
- ⚠️Requires Node.js 18+ to run.
- ⚠️Requires manual configuration in the AI client's settings (e.g., modifying claude_desktop_config.json or Cursor MCP settings).
Verified SafeView Analysis
meilisearch-mcp
by meilisearch
Connect LLMs to Meilisearch for natural language interaction and management of search indices and data.
Connect LLMs to Meilisearch for natural language interaction and management of search indices and data.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires a running Meilisearch instance (e.g., Docker container on port 7700).
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop or OpenAI agents) for interaction.
Verified SafeView Analysis
searcher
by QwQzy
Provides a Model Context Protocol (MCP) server for aggregating and extracting information from search engines like Bing using Playwright for web scraping.
Provides a Model Context Protocol (MCP) server for aggregating and extracting information from search engines like Bing using Playwright for web scraping.
Setup Requirements
- ⚠️Requires Python 3.12
- ⚠️Requires manual Playwright Chromium installation via `playwright install chromium`
- ⚠️The `bing_cn_detail` tool could expose the server to Server-Side Request Forgery (SSRF) if publicly accessible without proper input validation or firewall rules.
Verified SafeView Analysis
blink
by GitHubNexon
An AI-powered agentic command-based assistant that can read, create, and modify code files using Replicate's Claude models.
An AI-powered agentic command-based assistant that can read, create, and modify code files using Replicate's Claude models.
Setup Requirements
- ⚠️Requires a Replicate API token (free tier available, but requires signup).
- ⚠️Requires Python 3.8+.
- ⚠️Requires an active internet connection for API calls.
Verified SafeView Analysis
Vision-MCP-Manager
by Sharper-Flow
Manages local or remote MCP (Model Context Protocol) servers and exposes them as HTTP endpoints for AI agents, replacing complex multi-layer setups.
Manages local or remote MCP (Model Context Protocol) servers and exposes them as HTTP endpoints for AI agents, replacing complex multi-layer setups.
Setup Requirements
- ⚠️Requires Go 1.24+ for building from source (pre-built binaries available).
- ⚠️Managed MCP servers must be installed separately via `npx`, `uvx`, or direct binaries.
- ⚠️Many MCP servers require API keys (e.g., CONTEXT7_API_KEY, KAGI_API_KEY) configured as environment variables.
Verified SafeView Analysis
asa-starter-kit
by vibecodiq
A deterministic Python CLI for generating and managing production-ready, slice-based FastAPI backend code, ensuring architectural standards and preserving custom logic during regeneration.
A deterministic Python CLI for generating and managing production-ready, slice-based FastAPI backend code, ensuring architectural standards and preserving custom logic during regeneration.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Optional `devbox` environment setup (otherwise requires manual virtual environment and `pip` management).
Verified SafeView Analysis
galaxy-brain
by For-Sunny
This MCP server enables AI agents to perform a complete cognitive loop by combining structured sequential thinking with chained sequential execution of operations.
This MCP server enables AI agents to perform a complete cognitive loop by combining structured sequential thinking with chained sequential execution of operations.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Relies on modifying the `claude_desktop_config.json` file for integration with Claude Desktop (handled by install script, but manual setup requires awareness)
- ⚠️Execution of certain 'doing' operations (e.g., `shell.run`, `python.execute`) can have security implications if input is not carefully controlled.
Review RequiredView Analysis
fortune-compass-agent
by AI-Hub-Admin
An AI-powered divination agent that provides Tarot, I Ching, and Guangong Oracle readings via an LLM-callable tool.
An AI-powered divination agent that provides Tarot, I Ching, and Guangong Oracle readings via an LLM-callable tool.
Setup Requirements
- ⚠️Requires `pnpm` for package management.
- ⚠️The full agent experience requires running two separate processes: the main MCP server (`pnpm start`) and a static file server for assets (`pnpm run serve`). The `serve` CLI tool is used for static files and is not listed as a direct dependency, potentially requiring a global installation (e.g., `pnpm install -g serve`).
- ⚠️Assumes the LLM client environment supports rendering MCP widgets and resolving relative image URLs against the static asset server (default `http://localhost:4444`).