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Vetted Servers(9120)
Peekaboo
by steipete
macOS automation server that integrates AI for screen capture analysis, UI interaction, and agentic workflows.
macOS automation server that integrates AI for screen capture analysis, UI interaction, and agentic workflows.
Setup Requirements
- ⚠️Requires macOS Sonoma (14.0) or later.
- ⚠️Requires Screen Recording and Accessibility permissions to function.
- ⚠️API keys required for OpenAI, Anthropic, xAI Grok (e.g., `export OPENAI_API_KEY=...`).
- ⚠️Ollama requires local server and models (`ollama pull llama3.3`, `ollama pull llava`).
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unity-mcp
by CoplayDev
Enables AI assistants (LLMs) to control and automate tasks within the Unity Game Engine Editor through the Model Context Protocol (MCP).
Enables AI assistants (LLMs) to control and automate tasks within the Unity Game Engine Editor through the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Unity Editor (2021.3 LTS or newer) with the MCP Unity Plugin installed and running.
- ⚠️Requires Python 3.10 or newer.
- ⚠️Requires `uv` and `uvx` to run from PyPI or GitHub source.
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mcp
by MicrosoftDocs
Provides AI assistants with direct, secure access to the latest official Microsoft documentation to prevent hallucinations and verify code.
Provides AI assistants with direct, secure access to the latest official Microsoft documentation to prevent hallucinations and verify code.
Setup Requirements
- ⚠️The server itself is a remote Microsoft-hosted endpoint and cannot be run locally from this repository.
- ⚠️Direct browser access to the MCP endpoint (e.g., https://learn.microsoft.com/api/mcp) will result in a '405 Method Not Allowed' error; it must be accessed via a compliant MCP client.
- ⚠️Custom clients are advised to dynamically discover tools and refresh schemas due to the protocol's dynamic nature, rather than hard-coding definitions.
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inspector
by modelcontextprotocol
A web-based client and proxy server for inspecting and interacting with Model Context Protocol (MCP) servers, allowing users to browse resources, prompts, and tools, perform requests, and debug OAuth authentication flows.
A web-based client and proxy server for inspecting and interacting with Model Context Protocol (MCP) servers, allowing users to browse resources, prompts, and tools, perform requests, and debug OAuth authentication flows.
Setup Requirements
- ⚠️Arbitrary Command Execution Risk: The proxy server can execute arbitrary commands via URL query parameters. It is CRITICAL that the proxy is ONLY run in a trusted, isolated environment (e.g., local machine behind a firewall) and NEVER exposed to untrusted networks or users.
- ⚠️CORS Configuration for Direct Connections: When connecting directly to an MCP server (bypassing the Inspector proxy), the target MCP server must be configured to allow Cross-Origin Resource Sharing (CORS) requests from the Inspector's origin.
- ⚠️OAuth Client Configuration: Setting up OAuth 2.0 requires obtaining a 'client_id' (and optionally 'client_secret') from an authorization server, and configuring a 'redirect_uri' (e.g., http://localhost:6274/oauth/callback).
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chrome-devtools-mcp
by ChromeDevTools
Control and inspect a live Chrome browser programmatically via an MCP server, enabling AI coding agents to perform reliable automation, in-depth debugging, and performance analysis.
Control and inspect a live Chrome browser programmatically via an MCP server, enabling AI coding agents to perform reliable automation, in-depth debugging, and performance analysis.
Setup Requirements
- ⚠️Requires Node.js v20.19 or a newer LTS version, and a current stable version of Chrome.
- ⚠️May fail to start Chrome if running in a sandboxed environment (e.g., macOS Seatbelt, Linux containers), requiring explicit `--browser-url` configuration or disabling sandboxing.
- ⚠️Connecting to a running Chrome instance (instead of launching a new one) via `--autoConnect` requires Chrome 144+ and remote debugging enabled via `chrome://inspect/#remote-debugging`. Manual connection via `--browser-url` requires starting Chrome with `--remote-debugging-port` and `--user-data-dir`.
- ⚠️Specific client configurations (e.g., Windows 11 with Codex) might require additional environment variables (`env`) and startup timeout (`startup_timeout_ms`) parameters.
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genai-toolbox
by googleapis
Provides an open-source MCP server to simplify the development and deployment of Gen AI tools that interact with various databases, handling complexities like connection pooling and authentication.
Provides an open-source MCP server to simplify the development and deployment of Gen AI tools that interact with various databases, handling complexities like connection pooling and authentication.
Setup Requirements
- ⚠️Requires Go (for compiling from source or running directly from source)
- ⚠️Requires Node.js (for `npx` local run of the server and some client SDKs)
- ⚠️Requires specific database instances (e.g., PostgreSQL, BigQuery, MongoDB) with connection details and appropriate IAM permissions, which can be complex to configure.
- ⚠️The use of `templateParameters` in tools introduces SQL injection risks; developers must manually apply `allowedValues` or `escape` for string inputs to mitigate this, or avoid them entirely.
Verified SafeView Analysis
awesome-mcp-servers
by punkpeye
This repository serves as a curated list of Model Context Protocol (MCP) servers, frameworks, and utilities, providing a comprehensive directory for developers and AI practitioners.
This repository serves as a curated list of Model Context Protocol (MCP) servers, frameworks, and utilities, providing a comprehensive directory for developers and AI practitioners.
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core
by opensumi
An extensible IDE framework for building web-based, desktop (Electron), and AI-native development environments, providing core UI components like message notifications and modal dialogues.
An extensible IDE framework for building web-based, desktop (Electron), and AI-native development environments, providing core UI components like message notifications and modal dialogues.
Setup Requirements
- ⚠️Requires Node.js >= 18.12.0.
- ⚠️Requires Yarn for dependency management (`yarn install`, `yarn run init`).
- ⚠️Native modules (e.g., `node-pty`, `keytar`, `nsfw`, `@parcel/watcher`) require compilation, which might involve `build-essential`, `libsecret-1-dev`, `node-gyp`, and specific Python/Electron development headers depending on the environment. The `yarn rebuild-native` command assists with this.
- ⚠️The `GITHUB_TOKEN` environment variable is required for changelog generation scripts (development/maintenance task).
Verified SafeView Analysis
boost
by laravel
Accelerates AI-assisted development by providing essential context and structure for generating high-quality, Laravel-specific code via an MCP server.
Accelerates AI-assisted development by providing essential context and structure for generating high-quality, Laravel-specific code via an MCP server.
Setup Requirements
- ⚠️Requires a Laravel application environment.
- ⚠️Requires specific setup and configuration within your chosen AI agent or IDE (e.g., PhpStorm, VS Code, Cursor).
- ⚠️The 'Search Docs' tool makes external API calls to boost.laravel.com, requiring internet connectivity.
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XHS-Downloader
by JoeanAmier
A tool for extracting links and downloading watermark-free images and videos from Xiaohongshu (RedNote), supporting multiple operational modes including a server-based MCP interface.
A tool for extracting links and downloading watermark-free images and videos from Xiaohongshu (RedNote), supporting multiple operational modes including a server-based MCP interface.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Administrator privileges may be required on Windows for browser cookie extraction.
- ⚠️Linux users may need to install `xclip` or `xsel` for clipboard functionality.
- ⚠️`gettext` package and proper environment variable setup are required for translations.
Verified SafeView Analysis
mcpb
by modelcontextprotocol
This repository provides a CLI tool and library for building, validating, packing, signing, and verifying MCP (Model Context Protocol) Bundles, which are zip archives containing local MCP servers and their metadata for distribution.
This repository provides a CLI tool and library for building, validating, packing, signing, and verifying MCP (Model Context Protocol) Bundles, which are zip archives containing local MCP servers and their metadata for distribution.
Setup Requirements
- ⚠️Requires Node.js runtime to execute the CLI tool itself.
- ⚠️Certificate signing and verification functionalities (`mcpb sign`, `mcpb verify`) rely on system tools such as `openssl` (Linux/macOS), `security` (macOS), or `powershell.exe` (Windows) being available.
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mcp-router
by mcp-router
A desktop application that simplifies the management and aggregation of Model Context Protocol (MCP) servers.
A desktop application that simplifies the management and aggregation of Model Context Protocol (MCP) servers.
Setup Requirements
- ⚠️Requires Node.js >=20.0.0 and pnpm >=8.0.0 for development.
- ⚠️Core functionality relies on managing Model Context Protocol (MCP) servers, which need to be separately configured or imported (e.g., via DXT files).
- ⚠️Optional cloud synchronization features depend on an external subscription service (mcp-router.net).