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Vetted Servers(8554)
MCP-Plugin-dotnet
by IvanMurzak
Integrates .NET applications with the Model Context Protocol (MCP) to expose methods and data as tools, prompts, and resources to AI assistants like Claude.
Integrates .NET applications with the Model Context Protocol (MCP) to expose methods and data as tools, prompts, and resources to AI assistants like Claude.
Setup Requirements
- ⚠️Requires a separate .NET application to integrate the `McpPlugin` library, as this is a bridge, not a standalone tool.
- ⚠️Relies on SignalR for communication between your .NET app and the bridge, potentially requiring firewall adjustments for the default port 8080.
- ⚠️The power of fuzzy matching and complex type support relies on `ReflectorNet`, which requires understanding of dynamic method invocation and careful consideration of exposed methods.
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ultimate-image-gen-mcp
by anand-92
A professional MCP server for Google's Gemini 3 Pro Image Preview, enabling state-of-the-art image generation with advanced reasoning, high-resolution output (1K-4K), up to 14 reference images, Google Search grounding, and automatic thinking mode.
A professional MCP server for Google's Gemini 3 Pro Image Preview, enabling state-of-the-art image generation with advanced reasoning, high-resolution output (1K-4K), up to 14 reference images, Google Search grounding, and automatic thinking mode.
Setup Requirements
- ⚠️Requires a Google Gemini API key (via `GEMINI_API_KEY` or `GOOGLE_API_KEY` environment variable; free tier available).
- ⚠️Requires Python 3.11 or higher.
- ⚠️The `image_size` parameter (e.g., '1K', '2K', '4K') critically requires an uppercase 'K'; lowercase will be rejected by the Gemini API.
- ⚠️On macOS, when configured with Claude Desktop or Cursor, the `uvx` command might require specifying its full path in the MCP configuration (e.g., `/Users/yourusername/.local/bin/uvx`).
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mcp-knowledge-graph
by moche-ai
Provides a Model Context Protocol (MCP) server for verified knowledge with trust scores, reasoning capabilities, and fact-checking.
Provides a Model Context Protocol (MCP) server for verified knowledge with trust scores, reasoning capabilities, and fact-checking.
Setup Requirements
- ⚠️Requires a running Neo4j graph database instance, configured via environment variables (NEO4J_URI, NEO4J_USER, NEO4J_PASSWORD).
- ⚠️Requires Python 3.10 or newer.
- ⚠️The `/knowledge/collect` endpoint (for data ingestion) may require additional, unspecified 'knowledge collectors' to be installed or a specific deployment environment ('agents container'), indicating extra setup if collection features are desired.
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mcp-ai-wpoos
by nvdigitalsolutions
Provides a stable API and server framework for integrating AI models and tools into WordPress, enabling advanced AI assistant capabilities and workflow automation.
Provides a stable API and server framework for integrating AI models and tools into WordPress, enabling advanced AI assistant capabilities and workflow automation.
Setup Requirements
- ⚠️Requires PHP 7.4+ and WordPress 6.0+.
- ⚠️Most core AI functionalities require paid API keys for external providers (e.g., OpenAI, Gemini, Anthropic, Huggingface).
- ⚠️Local LLM support requires local Ollama or LM Studio servers running.
- ⚠️Persistent chat transcripts and advanced CPT features strongly depend on the JetEngine plugin (Custom Content Types and Data Stores modules).
- ⚠️Some tools require Node.js, Python, or specific WordPress plugins (e.g., WooCommerce, Elementor, Rank Math, WPCode).
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qrwc-svelte-mcp
by M3-Technology-Group
This MCP server assists LLMs in building Svelte UI components that interact with Q-SYS systems by providing tools to discover Q-SYS components and controls, documentation resources, and optimized prompts.
This MCP server assists LLMs in building Svelte UI components that interact with Q-SYS systems by providing tools to discover Q-SYS components and controls, documentation resources, and optimized prompts.
Setup Requirements
- ⚠️A Q-SYS Core IP address is required as the first command-line argument; only hardware and VCore are supported, not emulation.
- ⚠️Q-SYS components must have 'Script Access' property set to 'All' or 'External' in Q-SYS Designer.
- ⚠️The Q-SYS Remote WebSocket Control (QRWC) service must be enabled on the core via Core Manager.
Verified SafeView Analysis
PyData_Boston_2025_MCP_Server_Tutorial
by chuxinliu
Builds an MCP server to integrate AI agents with Gmail for reading unread emails, generating AI-powered replies, and sending emails.
Builds an MCP server to integrate AI agents with Gmail for reading unread emails, generating AI-powered replies, and sending emails.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires Gmail App Password (Gmail 2-Step Verification must be enabled)
- ⚠️Requires `uv` for dependency management
Verified SafeView Analysis
belvg_mcp_auth
by belvg-public
Simplifies authentication for PrestaShop's Micro-Commerce Protocol (MCP) server for development and testing environments by replacing OAuth2 with a bearer token system.
Simplifies authentication for PrestaShop's Micro-Commerce Protocol (MCP) server for development and testing environments by replacing OAuth2 with a bearer token system.
Setup Requirements
- ⚠️Intended for development, testing, and educational purposes ONLY; explicitly warns against production use without additional security layers due to bypassing standard OAuth2.
- ⚠️Requires PrestaShop 8.0 or higher.
- ⚠️Requires the official `ps_mcp_server` module to be installed, but it does not need to be configured/onboarded via PS Accounts.
- ⚠️Requires `composer install --no-dev` to install dependencies after uploading to the modules directory.
Verified SafeView Analysis
mcp-server-mas-sequential-thinking
by iniarfia
Enhances sequential thinking and complex problem-solving through a multi-agent system, supporting revisions and branching paths.
Enhances sequential thinking and complex problem-solving through a multi-agent system, supporting revisions and branching paths.
Setup Requirements
- ⚠️Requires DeepSeek API Key for LLM functionality (DeepSeek is a paid service).
- ⚠️Requires Exa API Key for the Researcher agent to perform web research.
- ⚠️Requires Python 3.10+.
Verified SafeView Analysis
MCP-buddy
by M3l3r0
A local desktop or web application to manage and interact with multiple MCP (Model Context Protocol) servers, offering optional AI orchestration and enhancement for responses.
A local desktop or web application to manage and interact with multiple MCP (Model Context Protocol) servers, offering optional AI orchestration and enhancement for responses.
Setup Requirements
- ⚠️AI enhancement and orchestration features require an API key from a supported LLM provider (e.g., OpenAI, Anthropic, Snowflake Cortex), which may incur costs.
- ⚠️Requires access to and configuration of at least one MCP server to be fully functional.
- ⚠️For developers, initial configuration can be loaded from `public/config.local.json`; for other users, configuration is done via the UI and saved in browser localStorage.
Verified SafeView Analysis
Omnispindle
by MadnessEngineering
Omnispindle acts as a coordination layer providing standardized Model Context Protocol (MCP) tools for AI agents to manage todos, capture lessons, and facilitate cross-project coordination within the Madness Interactive ecosystem.
Omnispindle acts as a coordination layer providing standardized Model Context Protocol (MCP) tools for AI agents to manage todos, capture lessons, and facilitate cross-project coordination within the Madness Interactive ecosystem.
Setup Requirements
- ⚠️Requires Python 3.13 for optimal performance and specified deployments.
- ⚠️MongoDB is required for 'hybrid' and 'local' operation modes (Docker Compose includes it).
- ⚠️Auth0 authentication is required; the system attempts browser-based login automatically on first use, or requires manual `AUTH0_TOKEN`, `MCP_USER_EMAIL`, or `MCP_USER_ID` environment variables.
- ⚠️Requires `mosquitto-clients` package (for `mosquitto_pub` command) for MQTT status publishing functionality.
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outlook-mcp
by XenoXilus
Enables AI assistants to interact with Microsoft Outlook for email, calendar, and SharePoint operations through the Microsoft Graph API.
Enables AI assistants to interact with Microsoft Outlook for email, calendar, and SharePoint operations through the Microsoft Graph API.
Setup Requirements
- ⚠️Requires manual setup of an Azure Active Directory application to obtain Client ID and Tenant ID.
- ⚠️Initial authentication requires user interaction via a browser for OAuth 2.0 consent.
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mcp-server-nodejs-api-docs
by lirantal
Provides up-to-date Node.js API documentation and release schedule information as a service via the Model Context Protocol.
Provides up-to-date Node.js API documentation and release schedule information as a service via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js version >=22.0.0.
- ⚠️Requires internet access for initial data fetching from nodejs.org and github.com (cached thereafter).
- ⚠️Specific client-side configuration (e.g., for Claude Desktop or Cursor AI) is needed to integrate the MCP server.