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Vetted Servers(8554)
mcp
by dev-proxy-tools
Enables AI assistants to interact with Dev Proxy capabilities, allowing natural language for configuring Dev Proxy, accessing contextual help, and discovering features.
Enables AI assistants to interact with Dev Proxy capabilities, allowing natural language for configuring Dev Proxy, accessing contextual help, and discovering features.
Setup Requirements
- ⚠️Requires Node.js LTS to be installed.
- ⚠️Requires Dev Proxy to be installed globally.
Verified SafeView Analysis
mcp
by zuplo
An MCP server providing a set of mathematical tools (calculator functions) for remote execution via the Model Context Protocol.
An MCP server providing a set of mathematical tools (calculator functions) for remote execution via the Model Context Protocol.
Setup Requirements
- ⚠️The default HTTPStreamableTransport configuration (`isValidOrigin` always returning true) is a critical security vulnerability and should be customized with allowed origins for public deployments.
Review RequiredView Analysis
polarbase
by polarbase-team
Extensible open-source data backend for PostgreSQL with a multi-view UI (spreadsheet), AI agent integration via MCP, and real-time capabilities.
Extensible open-source data backend for PostgreSQL with a multi-view UI (spreadsheet), AI agent integration via MCP, and real-time capabilities.
Setup Requirements
- ⚠️Requires PostgreSQL database (version 14.0 or higher).
- ⚠️Requires Bun runtime (version 1.0 or higher).
- ⚠️AI features (agent, MCP) require an API key for Google Gemini or OpenAI (typically paid services).
- ⚠️Initial login requires a `SUPER_ADMIN_KEY` set as an environment variable.
Verified SafeView Analysis
replicate-reve-edit-mcp-server
by PierrunoYT
This MCP server provides an interface for AI applications to access the Reve Edit image editing model from Replicate, enabling natural language-based transformation of images while preserving their spatial relationships and structure.
This MCP server provides an interface for AI applications to access the Reve Edit image editing model from Replicate, enabling natural language-based transformation of images while preserving their spatial relationships and structure.
Setup Requirements
- ⚠️Requires Node.js 18 or higher to run.
- ⚠️Requires a Replicate API token, which is a paid service and incurs costs per image editing operation.
- ⚠️For local installation, `npm install` and `npm run build` are required to compile the TypeScript source.
Verified SafeView Analysis
oauth2-authorization-server
by musabbozkurt
An OAuth2 Authorization Server managing user authentication, user data, PostgreSQL to Oracle database migration/scripting, AI chat with various models, file storage, and Excel processing.
An OAuth2 Authorization Server managing user authentication, user data, PostgreSQL to Oracle database migration/scripting, AI chat with various models, file storage, and Excel processing.
Setup Requirements
- ⚠️Requires manual download and an Oracle account to set up Oracle Database 19c/23ai (specifically for Linux ARM aarch64) for the migration tool.
- ⚠️Requires Docker for running Oracle, PostgreSQL, Redis, Minio, and Ollama containers, which are dependencies for various features.
- ⚠️AI features (Gemma3, DeepSeek, Ollama) depend on local Ollama models being pulled (e.g., 'mxbai-embed-large', 'mistral', 'gemma3:4B-Q4_K_M', 'deepseek-r1:7b') or external API keys (e.g., DEEP_SEEK_API_KEY) being configured.
- ⚠️Redis is a mandatory dependency for session management (`EnableRedisIndexedHttpSession`).
- ⚠️A PostgreSQL database is required as the source for the Oracle migration and script generation tools.
Verified SafeView Analysis
simple-memory-mcp
by chrisribe
A Model Context Protocol (MCP) server for persistent memory storage, providing intelligent tagging and full-text search for AI assistants to remember context across conversations.
A Model Context Protocol (MCP) server for persistent memory storage, providing intelligent tagging and full-text search for AI assistants to remember context across conversations.
Setup Requirements
- ⚠️Requires Node.js 18+ to run.
- ⚠️Starting the web server (`web-server.js`) requires an existing database; it will not auto-create one. Run the main MCP server first to initialize the database.
- ⚠️Storing the database directly in cloud storage (OneDrive/Dropbox) is strongly discouraged due to potential corruption and slower performance (2-10x slower). If unavoidable, `MEMORY_CLOUD_SAFE=true` must be set, which further reduces performance.
Verified SafeView Analysis
meraki-magic-mcp
by MKutka
Provides a comprehensive interface to manage Cisco Meraki network devices and configurations by exposing all Meraki SDK methods as tools, optimized for use with Claude Desktop.
Provides a comprehensive interface to manage Cisco Meraki network devices and configurations by exposing all Meraki SDK methods as tools, optimized for use with Claude Desktop.
Setup Requirements
- ⚠️Requires Python 3.13 or higher (as per pyproject.toml).
- ⚠️Requires Meraki Dashboard API Key for authentication (a Meraki account is necessary for useful interaction).
- ⚠️Designed for Claude Desktop, requiring specific configuration of `claude_desktop_config.json` with absolute paths, including platform-specific adjustments for Windows (forward slashes, .exe extension).
Verified SafeView Analysis
al-go-mcp-server
by louagej
Provides a Model Context Protocol (MCP) server for searching AL-Go documentation and accessing AL-Go GitHub workflow examples, integrating with development environments like VS Code.
Provides a Model Context Protocol (MCP) server for searching AL-Go documentation and accessing AL-Go GitHub workflow examples, integrating with development environments like VS Code.
Setup Requirements
- ⚠️A GitHub token (GITHUB_TOKEN) or GitHub App credentials are highly recommended for higher API rate limits when fetching documentation and workflows from the `microsoft/AL-Go` repository, especially for initial indexing or frequent cache refreshes.
- ⚠️Designed primarily for integration with the VS Code MCP Extension, requiring specific configuration within VS Code settings.
- ⚠️Requires Node.js 18 or higher for development and optimal runtime, as specified in `CONTRIBUTING.md`.
Verified SafeView Analysis
ai-control-framework
by sgharlow
AI-powered development workflow management and prompt optimization, enforcing disciplined software development practices for AI coding agents.
AI-powered development workflow management and prompt optimization, enforcing disciplined software development practices for AI coding agents.
Setup Requirements
- ⚠️Requires Node.js 18+ and TypeScript 5.0+.
- ⚠️Requires core 'ai-framework' markdown files (orchestration.md, tasks.md, etc.) to be present in the project directory, or to use the 'setup' prompt (for non-Kiro environments).
- ⚠️Relies on 'git' for scope and contract integrity checks.
- ⚠️Requires 'npm' or 'yarn' for test execution in DRS calculation.
Review RequiredView Analysis
mcp-devtools-server
by rshade
This MCP server standardizes development tool patterns and provides AI-powered integrations to enable Claude Code to generate code more efficiently, reduce errors, and improve autocorrection for various programming languages and workflows.
This MCP server standardizes development tool patterns and provides AI-powered integrations to enable Claude Code to generate code more efficiently, reduce errors, and improve autocorrection for various programming languages and workflows.
Setup Requirements
- ⚠️Requires multiple language-specific CLIs (Go, Python, Node.js) to be installed and available in PATH (e.g., 'go', 'npm', 'python3', 'jq', 'actionlint', 'pytest', 'eslint').
- ⚠️Some Python tools require 'pip install <tool>' (e.g., 'ruff', 'pyright', 'bandit', 'vermin', 'py-spy', 'memray').
- ⚠️Git-related tools require the project to be a configured Git repository.
Verified SafeView Analysis
media-downloader
by Knuckles-Team
The primary use case is to download videos and audio from various online sources, and it functions as an MCP server and an A2A agent for integration into agentic frameworks.
The primary use case is to download videos and audio from various online sources, and it functions as an MCP server and an A2A agent for integration into agentic frameworks.
Setup Requirements
- ⚠️Docker is the recommended deployment method, encapsulating necessary dependencies like a JavaScript runtime for yt-dlp.
- ⚠️For the A2A Agent, an external or local Large Language Model (LLM) is required, configurable for providers like OpenAI, Anthropic, Google, or local solutions like Ollama.
Review RequiredView Analysis
magnet-mcp-server
by toolkit-ai
Integrates AI agent clients (like Claude, Cursor) with the Magnet task/issue management platform, enabling AI agents to read, create, update, and search issues and pages, and upload chat sessions.
Integrates AI agent clients (like Claude, Cursor) with the Magnet task/issue management platform, enabling AI agents to read, create, update, and search issues and pages, and upload chat sessions.
Setup Requirements
- ⚠️Currently macOS only (Windows and Linux support are noted as coming soon).
- ⚠️Requires a Magnet.run account and a generated API key for your Workspace (Organization).
- ⚠️Requires Node.js version 22.2.0 or higher.