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Vetted Servers(9120)
WiZ-Smart-Bulb-MCP
by axenov
Controls Wiz smart bulbs via UDP commands, acting as an MCP server to expose bulb control tools to an intelligent agent.
Controls Wiz smart bulbs via UDP commands, acting as an MCP server to expose bulb control tools to an intelligent agent.
Setup Requirements
- ⚠️Requires Python 3 and pip for dependency management.
- ⚠️Requires access to a Wiz smart bulb on the local network.
- ⚠️Requires installation of `fastmcp` and other dependencies via `requirements.txt`.
Verified SafeView Analysis
remote-mcp-server-authless
by hengjingzhu
Provides AI-powered tools for image generation, image editing, video generation from images, and SVG generation/vectorization, exposed via the Model Context Protocol (MCP) on Cloudflare Workers.
Provides AI-powered tools for image generation, image editing, video generation from images, and SVG generation/vectorization, exposed via the Model Context Protocol (MCP) on Cloudflare Workers.
Setup Requirements
- ⚠️Requires a valid Replicate API key (a paid service), which must be passed as a Bearer token in the Authorization header for accessing AI tools.
- ⚠️Requires deployment to Cloudflare Workers for production use.
- ⚠️Requires an MCP client (e.g., Cloudflare AI Playground, Claude Desktop with `mcp-remote` proxy) to connect and utilize the tools.
Verified SafeView Analysis
mcp-server-sql
by wangddff
A secure server enabling LLMs to interact with SQL databases via natural language queries.
A secure server enabling LLMs to interact with SQL databases via natural language queries.
Setup Requirements
- ⚠️Requires a PostgreSQL or MySQL database to connect to.
- ⚠️Requires Docker for the provided quick start guide.
- ⚠️Manual configuration of 'ALLOWED_TABLES', 'ALLOWED_COLUMNS', and 'FORBIDDEN_KEYWORDS' in 'mcp/config.py' is critical for specific database schema and robust security.
Verified SafeView Analysis
flow-mcp-server
by life-in-flow
An AI agent for real estate finance and operations, leveraging multi-server architecture to integrate REST, Graph, and Email APIs for querying data and automating communication.
An AI agent for real estate finance and operations, leveraging multi-server architecture to integrate REST, Graph, and Email APIs for querying data and automating communication.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires local Memgraph database instance running on port 7687
- ⚠️Requires `FLOW_BEARER_TOKEN` for DeepSky internal APIs
- ⚠️Requires `RESEND_API_KEY` for email sending functionality
- ⚠️Requires Python 3.11 or higher
Review RequiredView Analysis
complaints-mcp
by LarsArtmann
A comprehensive MCP (Model Context Protocol) server for AI agent complaint management and feedback systems, enabling structured reporting of missing information, confusing specifications, or inadequate documentation.
A comprehensive MCP (Model Context Protocol) server for AI agent complaint management and feedback systems, enabling structured reporting of missing information, confusing specifications, or inadequate documentation.
Setup Requirements
- ⚠️Requires Go 1.21+ to build and run.
- ⚠️Requires Git installed for automatic project name detection functionality.
- ⚠️Just is recommended for running tests and development tasks.
Verified SafeView Analysis
mchp-fpga-mcp
by jonzo97
A local-first RAG system for semantic search, error resolution, and configuration validation of Microchip PolarFire FPGA documentation PDFs.
A local-first RAG system for semantic search, error resolution, and configuration validation of Microchip PolarFire FPGA documentation PDFs.
Setup Requirements
- ⚠️Requires `mchp-mcp-core` to be installed locally in editable mode (development dependency).
- ⚠️Requires ChromaDB to be installed (`pip install chromadb`).
- ⚠️Initial indexing of PDFs is a one-time process and can take several minutes.
- ⚠️Manual download is required for 8 IP core handbooks from a Libero SoC installation due to redistribution restrictions.
Verified SafeView Analysis
MCP-server-build
by djhakdabeat
Provides a minimal Model Context Protocol (MCP) server that allows Claude Desktop to call a simple 'hello_world' function via stdio.
Provides a minimal Model Context Protocol (MCP) server that allows Claude Desktop to call a simple 'hello_world' function via stdio.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher to be installed.
- ⚠️Requires Claude Desktop with Developer Mode enabled for integration.
- ⚠️Requires manual configuration in Claude Desktop's 'claude_desktop_config.json' file, including providing an absolute path to the server's main file.
- ⚠️Claude Desktop must be restarted after modifying its configuration to apply the changes.
Verified SafeView Analysis
r2r-mcp-server
by evgenygurin
Expose R2R's powerful RAG capabilities (document management, search, RAG, agents, knowledge graphs) to AI assistants via a standardized Model Context Protocol (MCP) interface.
Expose R2R's powerful RAG capabilities (document management, search, RAG, agents, knowledge graphs) to AI assistants via a standardized Model Context Protocol (MCP) interface.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires an external R2R API server to be running and accessible (e.g., at http://34.134.54.139:7272).
- ⚠️RAG-Fusion and HyDE advanced search strategies may fail due to LLM configuration issues on the R2R server, requiring 'default' strategy use instead.
Verified SafeView Analysis
anki-mcp
by johwiebe
Integrates AI assistants with Anki by providing a Model Context Protocol (MCP) server for managing and querying flashcards.
Integrates AI assistants with Anki by providing a Model Context Protocol (MCP) server for managing and querying flashcards.
Setup Requirements
- ⚠️Requires Anki desktop application to be installed and running.
- ⚠️Requires the AnkiConnect add-on to be installed and running within Anki.
- ⚠️Requires `uv` (a Python package installer and runner) for execution as described in the README.
Verified SafeView Analysis
gmcp
by johnie
Allows Language Models (LLMs) to manage Gmail emails, including searching, reading, sending, replying, and managing labels and attachments, through the Model Context Protocol (MCP).
Allows Language Models (LLMs) to manage Gmail emails, including searching, reading, sending, replying, and managing labels and attachments, through the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a Google Cloud Project with the Gmail API enabled.
- ⚠️Requires an OAuth 2.0 Client ID of 'Desktop Application' type from Google Cloud Console.
- ⚠️The initial authentication process involves a manual browser interaction to authorize the app and copy/paste an authorization code.
Verified SafeView Analysis
destatis-mcp-server
by RangRang416
Provides a TypeScript client and MCP server for Claude Desktop to access German statistical data from the Destatis API.
Provides a TypeScript client and MCP server for Claude Desktop to access German statistical data from the Destatis API.
Setup Requirements
- ⚠️Manual editing of Claude Desktop's configuration file (claude_desktop_config.json) is required to register the MCP server.
- ⚠️The Destatis API has specific authentication quirks (POST requests with username/password in HTTP headers) that were a hurdle during development, though handled by the provided client.
- ⚠️Some Destatis API endpoints are known to return HTML instead of JSON, which the MCP server handles with error messages but might lead to unexpected data retrieval failures for certain queries.
Verified SafeView Analysis
egain-mcp-server
by eGain
Implements the Model Context Protocol (MCP) for eGain Knowledge, exposing Portal Manager, Search, Retrieve, and Answers as a single MCP endpoint for AI clients.
Implements the Model Context Protocol (MCP) for eGain Knowledge, exposing Portal Manager, Search, Retrieve, and Answers as a single MCP endpoint for AI clients.
Setup Requirements
- ⚠️Requires Node.js 20+ installed on the host system.
- ⚠️Requires eGain platform version 21.22 or newer with AI Services enabled and a PKCE-friendly client application.
- ⚠️Requires a supported browser (Chrome, Edge, or Brave) for authentication; Safari is not supported.
- ⚠️The '--api-domain' flag is mandatory for client configuration, linking to your eGain API domain.
- ⚠️The local authentication server requires port 3333 to be available.