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Vetted Servers(2689)
mcpo
by open-webui
Exposes Model Context Protocol (MCP) tools as OpenAPI-compatible HTTP servers for integration with LLM agents and other applications.
Exposes Model Context Protocol (MCP) tools as OpenAPI-compatible HTTP servers for integration with LLM agents and other applications.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Requires a Model Context Protocol (MCP) server command or a configuration file defining MCP servers.
- ⚠️For OAuth 2.1 protected servers, an interactive browser authorization flow is required on the first connection.
Verified SafeView Analysis
hyper-mcp
by tuananh
A fast, secure Model Context Protocol (MCP) server that extends its capabilities through WebAssembly plugins, enabling AI features in applications like Cursor IDE.
A fast, secure Model Context Protocol (MCP) server that extends its capabilities through WebAssembly plugins, enabling AI features in applications like Cursor IDE.
Setup Requirements
- ⚠️Requires Docker for building and distributing plugins (if developing your own).
- ⚠️AWS credentials must be configured in the environment for S3 plugins.
- ⚠️Relies on system keyring services for credential storage (macOS Keychain, Linux Secret Service, Windows Credential Manager).
Verified SafeView Analysis
wassette
by microsoft
A secure runtime for AI agents to execute WebAssembly Components as tools via the Model Context Protocol.
A secure runtime for AI agents to execute WebAssembly Components as tools via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Rust toolchain (1.90+) and `wasm32-wasip2` target for developing Rust components.
- ⚠️Specific Node.js (18+), Python (3.10+), or Go (1.19-1.23) versions/toolchains required for developing components in those languages.
- ⚠️Requires `wit-docs-inject` (a custom Rust tool) for embedding documentation into Wasm binaries for AI agent discovery.
- ⚠️Many components will require external API keys (e.g., `OPENWEATHER_API_KEY`, `GITHUB_TOKEN`, `BRAVE_API_KEY`) for full functionality.
Verified SafeView Analysis
xiaozhi-esp32-server-java
by joey-zhou
Java backend for smart hardware (ESP32) devices, providing powerful backend support, an intuitive management interface, and acting as a voice-controlled intelligent assistant.
Java backend for smart hardware (ESP32) devices, providing powerful backend support, an intuitive management interface, and acting as a voice-controlled intelligent assistant.
Setup Requirements
- ⚠️Requires LLM API Keys (e.g., OpenAI, Coze, Dify, ZhiPu, Ollama) which typically incur costs.
- ⚠️Requires Java 21+ due to its use of Project Loom's virtual threads (`Thread.startVirtualThread`).
- ⚠️Requires external databases: MySQL for primary data storage and Redis for caching.
Review RequiredView Analysis
mongodb-mcp-server
by mongodb-js
The MongoDB MCP Server enables AI assistants to interact with MongoDB and MongoDB Atlas resources through natural language using the Model Context Protocol.
The MongoDB MCP Server enables AI assistants to interact with MongoDB and MongoDB Atlas resources through natural language using the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js version ^20.19.0 || ^22.12.0 || >= 23.0.0.
- ⚠️Docker Desktop must be running for Atlas Local tools to function.
- ⚠️MongoDB Atlas API client ID and secret (`MDB_MCP_API_CLIENT_ID`, `MDB_MCP_API_CLIENT_SECRET`) are required for MongoDB Atlas tools.
- ⚠️Voyage AI API Key (`MDB_MCP_VOYAGE_API_KEY`) is required for vector search operations with text-to-embedding conversion if the 'search' preview feature is enabled.
Verified SafeView Analysis
fetcher-mcp
by jae-jae
Fetch web page content using a Playwright headless browser, capable of handling dynamic JavaScript, intelligent content extraction, and parallel URL processing.
Fetch web page content using a Playwright headless browser, capable of handling dynamic JavaScript, intelligent content extraction, and parallel URL processing.
Setup Requirements
- ⚠️Requires Playwright Chromium browser binary installation (`npx playwright install chromium`) when not using Docker, or if not pre-installed by the Docker image.
- ⚠️Requires Node.js and npm for local execution.
- ⚠️Playwright requires specific system dependencies for browsers on some operating systems (e.g., Linux), which can be installed using the `browser_install` tool with the `withDeps` parameter.
Verified SafeView Analysis
mcpm.sh
by pathintegral-institute
This server provides a command-line interface to manage Model Context Protocol (MCP) servers, allowing users to discover, install, configure, run, share, and monitor them.
This server provides a command-line interface to manage Model Context Protocol (MCP) servers, allowing users to discover, install, configure, run, share, and monitor them.
Setup Requirements
- ⚠️Requires Python 3.12+ (as per README)
- ⚠️Node.js and npx are required for managing npx-based MCP servers (checked by `mcpm doctor`)
- ⚠️Interactive prompts for configuration and client editing require a TTY-enabled terminal
Verified SafeView Analysis
nuxt-mcp-dev
by antfu
Provides a Model Context Protocol (MCP) server for Vite/Nuxt applications, offering AI models insights into the app's setup and module graphs.
Provides a Model Context Protocol (MCP) server for Vite/Nuxt applications, offering AI models insights into the app's setup and module graphs.
Setup Requirements
- ⚠️Explicitly marked as 'Experimental. Not ready for production.'
- ⚠️Requires a Vite or Nuxt.js project environment.
- ⚠️Automatically modifies editor/IDE configuration files (.cursor/mcp.json, .vscode/mcp.json, ~/.codeium/windsurf/mcp_config.json, .mcp.json) which might be unexpected.
Review RequiredView Analysis
mcp
by laravel
Build and expose AI-compatible servers for Laravel applications using the Model Context Protocol, enabling AI clients to interact with application logic.
Build and expose AI-compatible servers for Laravel applications using the Model Context Protocol, enabling AI clients to interact with application logic.
Setup Requirements
- ⚠️Requires an existing Laravel application for integration.
- ⚠️Requires `composer` for dependency management.
- ⚠️Full OAuth features require `laravel/passport` to be installed.
- ⚠️The `mcp:inspector` command requires Node.js and `npx` to be available in the environment.
- ⚠️The default `mcp.redirect_domains` in `config/mcp.php` is `*`, which is insecure for OAuth in production and must be configured with specific domains.
Verified SafeView Analysis
zenfeed
by glidea
An AI-powered information hub that acts as an intelligent RSS reader, real-time news knowledge base, and personal assistant for monitoring events and delivering analysis reports.
An AI-powered information hub that acts as an intelligent RSS reader, real-time news knowledge base, and personal assistant for monitoring events and delivering analysis reports.
Setup Requirements
- ⚠️Docker and Docker Compose are required for deployment.
- ⚠️Requires API keys for Large Language Models (LLMs), such as SiliconFlow or Google Gemini. These are not free.
- ⚠️Lack of authentication means strict firewall/security group rules are CRITICAL to prevent API_KEY leakage if exposed to public networks.
- ⚠️Relies on an RSSHub instance (provided in docker-compose, but needs to be functional).
- ⚠️Content processing using LLMs can incur significant token costs.
Verified SafeView Analysis
Unity-MCP
by IvanMurzak
AI-powered game development assistant that bridges Large Language Models (LLMs) with Unity Editor and runtime game builds, enabling AI to control Unity via the Model Context Protocol.
AI-powered game development assistant that bridges Large Language Models (LLMs) with Unity Editor and runtime game builds, enabling AI to control Unity via the Model Context Protocol.
Setup Requirements
- ⚠️Unity project path cannot contain spaces.
- ⚠️Requires installation of the separate Unity MCP Plugin into your Unity project.
- ⚠️Requires a compatible MCP Client (e.g., Claude Code, Cursor) configured to communicate with the server.
Verified SafeView Analysis
Awesome-MCP-Servers
by YuzeHao2023
A curated, community-driven list of Model Context Protocol (MCP) servers, tools, frameworks, clients, and utilities, enabling AI models to securely interact with local and remote resources.
A curated, community-driven list of Model Context Protocol (MCP) servers, tools, frameworks, clients, and utilities, enabling AI models to securely interact with local and remote resources.