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Vetted Servers(7756)
deep-research
by u14app
An AI-powered research assistant that generates comprehensive reports, leverages various LLMs and web search engines, and offers integration as a SaaS or MCP service.
An AI-powered research assistant that generates comprehensive reports, leverages various LLMs and web search engines, and offers integration as a SaaS or MCP service.
Setup Requirements
- ⚠️Requires API Keys for multiple Large Language Models (LLMs) and search providers, most of which are paid services.
- ⚠️Requires `ACCESS_PASSWORD` environment variable for authentication, particularly in proxy mode.
- ⚠️If using Ollama, a local Ollama instance must be running at `http://localhost:11434`.
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unity-mcp
by CoplayDev
Enables AI assistants (LLMs) to interact directly with the Unity Editor to manage assets, control scenes, edit scripts, and automate tasks.
Enables AI assistants (LLMs) to interact directly with the Unity Editor to manage assets, control scenes, edit scripts, and automate tasks.
Setup Requirements
- ⚠️Requires Python 3.10 or newer.
- ⚠️Requires Unity Hub & Editor 2021.3 LTS or newer.
- ⚠️Requires the `uv` Python toolchain manager.
- ⚠️When running in Docker or with `--http-host 0.0.0.0`, the server is exposed on all network interfaces (not just localhost) without authentication, posing a security risk on untrusted networks.
- ⚠️Optional Roslyn setup is required for advanced C# script validation beyond basic structural checks.
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mcp
by MicrosoftDocs
Provides AI assistants with secure, direct access to official Microsoft documentation and code samples to eliminate hallucinations and ensure accurate information.
Provides AI assistants with secure, direct access to official Microsoft documentation and code samples to eliminate hallucinations and ensure accurate information.
Setup Requirements
- ⚠️The Microsoft Learn MCP Server URL (https://learn.microsoft.com/api/mcp) does not support direct access from a web browser and will return a '405 Method Not Allowed' error.
- ⚠️Custom clients must dynamically discover tools ('tools/list') and handle schema evolution, rather than hard-coding tool names or parameters.
- ⚠️For legacy client configurations requiring a local proxy ('mcp-remote'), Node.js and npm are prerequisite dependencies.
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dbhub
by bytebase
Provides a universal database gateway for AI coding agents and monitoring tools via the Model Context Protocol (MCP) and a RESTful API.
Provides a universal database gateway for AI coding agents and monitoring tools via the Model Context Protocol (MCP) and a RESTful API.
Setup Requirements
- ⚠️Requires a database connection configured via DSN environment variable, command-line argument (--dsn), or a 'dbhub.toml' file. Without configuration, the server will not start.
- ⚠️For database types other than in-memory SQLite, a running database server (e.g., PostgreSQL, MySQL, SQL Server) must be accessible.
- ⚠️SSH tunneling requires correct configuration of 'ssh_host', 'ssh_user', and either 'ssh_password' or 'ssh_key' (with optional 'ssh_passphrase'), which can be complex to set up.
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inspector
by modelcontextprotocol
A UI client for inspecting and interacting with Model Context Protocol (MCP) servers, allowing users to view resources, prompts, tools, manage connections, configure authentication (OAuth), and debug server interactions.
A UI client for inspecting and interacting with Model Context Protocol (MCP) servers, allowing users to view resources, prompts, tools, manage connections, configure authentication (OAuth), and debug server interactions.
Setup Requirements
- ⚠️MCP Inspector Proxy authentication requires manually copying a `sessionToken` from the proxy server's console output and entering it into the client's configuration.
- ⚠️Direct connections to an MCP server (bypassing the proxy) require the MCP server to have Cross-Origin Resource Sharing (CORS) configured to allow requests from the Inspector's origin (e.g., `http://localhost:6274`).
- ⚠️Requires a Node.js environment with `npm` or `npx` to run, as it manages both a client-side Vite application and a Node.js proxy server.
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mcp-chrome
by hangwin
Turns a Chrome browser into an AI-controlled automation tool, enabling complex browser automation, content analysis, and semantic search via a Model Context Protocol (MCP) server.
Turns a Chrome browser into an AI-controlled automation tool, enabling complex browser automation, content analysis, and semantic search via a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Node.js 18.19.0+ and pnpm/npm.
- ⚠️Requires a Chrome/Chromium browser to install and run the extension.
- ⚠️pnpm users may need manual Native Messaging Host registration (`mcp-chrome-bridge register`) if postinstall scripts are disabled by default for security.
- ⚠️System-level Native Messaging Host registration requires administrator/sudo privileges, which users might be hesitant to grant given the identified security risks.
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chrome-devtools-mcp
by ChromeDevTools
Allows AI coding agents to control, inspect, and debug a live Chrome browser for automation, performance analysis, and in-depth debugging.
Allows AI coding agents to control, inspect, and debug a live Chrome browser for automation, performance analysis, and in-depth debugging.
Setup Requirements
- ⚠️Requires Node.js v20.19 (or newer LTS) and a current stable Chrome browser installed.
- ⚠️Running in sandboxed environments (e.g., macOS Seatbelt, Linux containers) may prevent Chrome from starting, requiring `--browser-url` to connect to a manually launched browser outside the sandbox.
- ⚠️For `--autoConnect` or `--browserUrl` (manual connection), remote debugging must be manually enabled in Chrome (chrome://inspect/#remote-debugging), which requires user interaction or specific Chrome launch flags.
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genai-toolbox
by googleapis
MCP Toolbox for Databases is an open-source server that enables AI agents to interact with various databases by providing a centralized control plane for connection pooling, authentication, and simplified tool development.
MCP Toolbox for Databases is an open-source server that enables AI agents to interact with various databases by providing a centralized control plane for connection pooling, authentication, and simplified tool development.
Setup Requirements
- ⚠️Requires a `tools.yaml` configuration file to define data sources and tools.
- ⚠️Specific database instances (e.g., PostgreSQL, MySQL, BigQuery) with appropriate credentials and schemas must be set up beforehand.
- ⚠️For Google Cloud services, IAM permissions must be granted to the service account running Toolbox.
- ⚠️Running with `npx` requires Node.js to be installed.
Verified SafeView Analysis
awesome-mcp-servers
by punkpeye
A curated list and web-based directory of Model Context Protocol (MCP) servers, acting as a resource for discovering AI model integrations and capabilities.
A curated list and web-based directory of Model Context Protocol (MCP) servers, acting as a resource for discovering AI model integrations and capabilities.
Verified SafeView Analysis
core
by opensumi
Build AI-native IDE products with rich UI interaction, including AI agents and tool integration.
Build AI-native IDE products with rich UI interaction, including AI agents and tool integration.
Setup Requirements
- ⚠️Requires Node.js version >= 18.12.0.
- ⚠️Requires Yarn package manager for dependency installation and script execution.
- ⚠️May require system-level development dependencies (e.g., `build-essential`, `libsecret-1-dev` on Linux) for native module compilation.
- ⚠️Git command-line tools are required for SCM features and some development scripts.
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boost
by laravel
Laravel Boost is an MCP server designed to accelerate AI-assisted development by providing context and specialized tools for Laravel-specific code generation.
Laravel Boost is an MCP server designed to accelerate AI-assisted development by providing context and specialized tools for Laravel-specific code generation.
Setup Requirements
- ⚠️Requires an existing Laravel application for installation via Composer.
- ⚠️Requires configuration in a supported IDE/AI agent (e.g., Cursor, Claude Code, PhpStorm, VS Code).
- ⚠️External API calls to `boost.laravel.com` for documentation search and feedback (requires internet access).
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XHS-Downloader
by JoeanAmier
A content collection and download tool for XiaoHongShu (RedNote), allowing users to extract links, collect post information, and download watermark-free images and videos.
A content collection and download tool for XiaoHongShu (RedNote), allowing users to extract links, collect post information, and download watermark-free images and videos.
Setup Requirements
- ⚠️Requires Python 3.12 (specifically <3.13).
- ⚠️Reading browser cookies on Windows requires administrator privileges.
- ⚠️Dependencies like 'gettext' (for translations) and 'pyperclip' (for clipboard functionality) may require additional OS-level package installations (e.g., xclip/xsel on Linux).