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Vetted Servers(8554)
mcp-server
by seeeeeeong
A template for building custom Model Context Protocol (MCP) servers to extend AI model capabilities.
A template for building custom Model Context Protocol (MCP) servers to extend AI model capabilities.
Setup Requirements
- ⚠️Requires Python 3.12 or higher
- ⚠️Requires `uv` package manager
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mcp-smart-reader
by prefrontal-systems
Enables token-efficient interaction with large documents for LLM agents by providing automatic summarization and granular section extraction.
Enables token-efficient interaction with large documents for LLM agents by providing automatic summarization and granular section extraction.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires fastmcp library
- ⚠️Requires tiktoken library
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MCP-server-
by vilashkardate
Hosts or manages a Minecraft game server.
Hosts or manages a Minecraft game server.
Setup Requirements
- ⚠️Requires Java Runtime Environment (JRE) for execution (typical for Minecraft servers).
- ⚠️No specific setup instructions provided due to missing source code.
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gmail-mcp-server
by okorie2
Provides AI assistants with tools to fetch user Gmail profiles and send emails through API interactions.
Provides AI assistants with tools to fetch user Gmail profiles and send emails through API interactions.
Setup Requirements
- ⚠️Requires a Google Cloud Project with Gmail API enabled.
- ⚠️OAuth 2.0 Client IDs (GOOGLE_CLIENT_ID, GOOGLE_CLIENT_SECRET) must be configured as environment variables.
- ⚠️Requires initial user authentication via a web browser, and re-authentication on every server restart as tokens are not persisted.
- ⚠️Node.js (v18+ recommended).
Verified SafeView Analysis
slovlex-mcp-server
by tomique34
This project appears to be a custom server implementation for the Minecraft protocol, likely used for hosting custom game experiences.
This project appears to be a custom server implementation for the Minecraft protocol, likely used for hosting custom game experiences.
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foretagsinfo-mcp
by isakskogstad
Provides an MCP server for accessing Swedish company information, financial data, and annual reports via Bolagsverket API and a Supabase cache.
Provides an MCP server for accessing Swedish company information, financial data, and annual reports via Bolagsverket API and a Supabase cache.
Setup Requirements
- ⚠️Requires Bolagsverket API credentials (requires application/registration).
- ⚠️Requires a Supabase project (Pro plan recommended for data size and reliability, ~$25/month).
- ⚠️For database import, requires Python with `pyarrow`, `pandas`, `shapely`, `pyproj` in a virtual environment.
Review RequiredView Analysis
code-context
by jieyefriic
This project provides an MCP (Model Context Protocol) server that automatically scans codebases to extract and manage API endpoint specifications in a vector database for AI coding assistants, enabling instant lookup, semantic search, and complete specifications.
This project provides an MCP (Model Context Protocol) server that automatically scans codebases to extract and manage API endpoint specifications in a vector database for AI coding assistants, enabling instant lookup, semantic search, and complete specifications.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires API keys for LLM providers (e.g., OpenAI, Google Gemini, Anthropic Claude, DeepSeek, Qwen), which are typically paid services.
- ⚠️If using a non-OpenAI LLM for content generation, a separate OpenAI API key is additionally required for generating text embeddings (specifically for the `text-embedding-3-large` model).
Verified SafeView Analysis
braiins-pool-mcp-server
by Ryno-Crypto-Mining-Services
A Model Context Protocol (MCP) server providing seamless integration with the Braiins Pool API for Bitcoin mining operations, enabling AI assistants to interact with mining pool data through natural language.
A Model Context Protocol (MCP) server providing seamless integration with the Braiins Pool API for Bitcoin mining operations, enabling AI assistants to interact with mining pool data through natural language.
Setup Requirements
- ⚠️Requires a Braiins Pool API Key (BRAIINS_API_KEY environment variable).
- ⚠️Requires Node.js v18.0.0 or higher to run directly, or Docker for containerized deployment.
- ⚠️Optional Redis server recommended for production caching to meet performance targets (Docker Compose with Redis provided).
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critic-mcp-server
by yascalil
Provides automated static analysis for code, writing, and design documents, delivering detailed critiques and metrics.
Provides automated static analysis for code, writing, and design documents, delivering detailed critiques and metrics.
Setup Requirements
- ⚠️Requires Node.js (modern version, supporting ES modules) to run.
- ⚠️Designed to run as a child process, communicating via standard I/O (stdin/stdout) rather than a network port.
- ⚠️Requires `npm install` (or equivalent) to set up dependencies.
Verified SafeView Analysis
nano_banana
by caoshuo594
Acts as an MCP (Model Context Protocol) server to proxy OpenRouter API calls, enabling AI chat and image generation functionalities for MCP clients like Claude Code CLI/Desktop.
Acts as an MCP (Model Context Protocol) server to proxy OpenRouter API calls, enabling AI chat and image generation functionalities for MCP clients like Claude Code CLI/Desktop.
Setup Requirements
- ⚠️Requires an OpenRouter API Key, which incurs usage costs based on model and token consumption.
- ⚠️Python 3.10 or higher is required.
- ⚠️Optimal use requires an MCP client (e.g., Claude Code CLI or Claude Desktop) for integration.
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yt-ninja-mcp
by satyamkumar420
Provides AI-powered analysis, playback control, and transcript management for YouTube videos through an MCP server.
Provides AI-powered analysis, playback control, and transcript management for YouTube videos through an MCP server.
Setup Requirements
- ⚠️Requires a Google Gemini API key, which needs to be obtained from Google AI Studio and set as an environment variable (GEMINI_API_KEY).
- ⚠️Requires Node.js >= 18.0.0 and npm >= 9.0.0.
- ⚠️Optional: VLC Media Player (for VLC playback, though current code indicates it's not yet supported/implemented) and FFmpeg (for advanced media processing features not fully exposed in the current server.ts, but mentioned in `package.json` dependencies and `CHANGELOG`).
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openai-apps-template
by AjayiMike
This server provides a Model Context Protocol (MCP) backend for a responsive React-based todo list widget that can be embedded and interacted with inside ChatGPT.
This server provides a Model Context Protocol (MCP) backend for a responsive React-based todo list widget that can be embedded and interacted with inside ChatGPT.
Setup Requirements
- ⚠️The widget bundle must be built (`npm run build`) before running the MCP server (`npm start` or `npm run start:all`).
- ⚠️Requires Node.js version 18 or higher.
- ⚠️Connecting to ChatGPT requires enabling Developer Mode and configuring a Model Context Protocol connector in ChatGPT settings.