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Vetted Servers(8554)
iowrapper
by kirha-ai
Wraps stdio-based programs, particularly MCP servers, and exposes them as an HTTP JSON-RPC API.
Wraps stdio-based programs, particularly MCP servers, and exposes them as an HTTP JSON-RPC API.
Setup Requirements
- ⚠️Requires careful management and sanitization of `CLI_TOOL_COMMAND` and `CLI_TOOL_ARGS` for security and correct functioning.
- ⚠️The wrapped CLI tool and its runtime dependencies (e.g., `npx`, `npm`) must be installed and available in the execution environment.
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UNK029-MCP-SERVER
by unk029-openconsultinguk
Analysis of the server's functionality is not possible as source code was not provided.
Analysis of the server's functionality is not possible as source code was not provided.
Setup Requirements
- ⚠️Source code not available for review.
Review RequiredView Analysis
eyeson
by grzetich
AI-powered UX analysis of websites through a natural language interface, primarily for Claude Desktop and other LLMs.
AI-powered UX analysis of websites through a natural language interface, primarily for Claude Desktop and other LLMs.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires a Google Gemini API Key (paid service, usage-based billing applies).
- ⚠️The UX Analyst AI backend server must be running separately on `http://localhost:3005` (or configured URL) for the MCP server to function.
- ⚠️Requires using an absolute path to the `index.js` file in Claude Desktop's configuration.
Verified SafeView Analysis
mcp_server
by ShayYeffet
Transforms an MCP-compatible client (like Claude Desktop) into a comprehensive development environment for coding, DevOps, data processing, and automation tasks.
Transforms an MCP-compatible client (like Claude Desktop) into a comprehensive development environment for coding, DevOps, data processing, and automation tasks.
Setup Requirements
- ⚠️Many tools (`image_process`, `pdf_manipulate`, `send_notification` email, `cloud_storage`, `code_format`) provide only basic/placeholder functionality or have simplified, potentially insecure implementations due to missing third-party libraries (e.g., `sharp`, `pdf-lib`, cloud provider SDKs, formatters, linters) which are expected to be installed by the user for full or secure operation.
- ⚠️The `docker_manage` tool requires Docker to be installed and accessible on the host machine.
- ⚠️The `MCP_ALLOWED_COMMANDS` environment variable is critical and must be carefully configured by the user, explicitly listing every command (e.g., `npm`, `git`, `python`) the AI is permitted to execute, to maintain security.
Verified SafeView Analysis
StravaMCP
by Stealinglight
A remote Model Context Protocol (MCP) server that enables AI assistants like Claude and ChatGPT to interact with a user's Strava data.
A remote Model Context Protocol (MCP) server that enables AI assistants like Claude and ChatGPT to interact with a user's Strava data.
Setup Requirements
- ⚠️Requires Bun runtime installed.
- ⚠️Requires AWS SAM CLI installed and AWS CLI configured.
- ⚠️Requires manual retrieval of Strava API Refresh Token via a local web server and browser interaction.
Verified SafeView Analysis
steam-mcp
by CodeKeanu
Integrates Steam Web API with AI assistants to query game, player, and community data.
Integrates Steam Web API with AI assistants to query game, player, and community data.
Setup Requirements
- ⚠️Requires a Steam Web API Key (free to obtain).
- ⚠️Requires your SteamID64 configured as STEAM_USER_ID for 'me'/'my' profile queries.
- ⚠️Requires Python 3.12+ for developer setup.
- ⚠️Designed to run as a Model Context Protocol (MCP) `stdio` server, typically integrated with AI assistants like Claude Desktop.
Verified SafeView Analysis
qualai-mcp
by seanshin0214
QualAI is an AI-powered qualitative research server that provides automated coding, thematic analysis, grounded theory building, and methodology selection via a community-driven, RAG-enhanced framework, designed for seamless integration with Claude Desktop.
QualAI is an AI-powered qualitative research server that provides automated coding, thematic analysis, grounded theory building, and methodology selection via a community-driven, RAG-enhanced framework, designed for seamless integration with Claude Desktop.
Setup Requirements
- ⚠️Requires Claude Desktop as the client to interact with the server.
- ⚠️An OpenAI API Key (a paid service) is required for semantic search and RAG functionality (when Qdrant is enabled).
- ⚠️A Qdrant vector database (either via Docker or Qdrant Cloud) is highly recommended for optimal methodology recommendations and RAG capabilities.
- ⚠️Node.js version 18 or higher is a prerequisite for running the server.
Verified SafeView Analysis
custom-mcp-server-starter
by zq940222
Spring Boot Starter for building custom MCP (Micro-Agent Protocol) servers with dynamic, runtime toolset discovery and registration based on request parameters.
Spring Boot Starter for building custom MCP (Micro-Agent Protocol) servers with dynamic, runtime toolset discovery and registration based on request parameters.
Setup Requirements
- ⚠️Requires Java 21+
- ⚠️Requires Spring Boot 4.0+ (this version might be a typo, as Spring Boot 3.x is current; compatibility with 3.x is more likely and implied by dependencies)
Verified SafeView Analysis
mcp-server
by sabatajoxicraft
This repository appears to be a project backup for a server application, but no specific functionality can be determined from the provided source code.
This repository appears to be a project backup for a server application, but no specific functionality can be determined from the provided source code.
Review RequiredView Analysis
coolify-mcp-server
by renoblabs
Enables AI clients (e.g., Claude Desktop, Antigravity) to manage and automate Coolify deployments and infrastructure through natural language commands.
Enables AI clients (e.g., Claude Desktop, Antigravity) to manage and automate Coolify deployments and infrastructure through natural language commands.
Setup Requirements
- ⚠️Requires Coolify API Token (from your Coolify instance)
- ⚠️Requires Python 3.8+ and FastMCP library dependencies
- ⚠️Remote access (SSE mode) requires network accessibility to the server and potentially Cloudflare Tunnel setup
- ⚠️Hardcoded API tokens in many helper/test scripts pose a significant security risk if run without modification.
Review RequiredView Analysis
kortex
by jermeyyy
An MCP server that provides AI coding assistants with advanced capabilities for working with Kotlin Multiplatform (KMP) and Compose Multiplatform (CMP) projects, including LSP-based code analysis, navigation, editing, and planning.
An MCP server that provides AI coding assistants with advanced capabilities for working with Kotlin Multiplatform (KMP) and Compose Multiplatform (CMP) projects, including LSP-based code analysis, navigation, editing, and planning.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires Kotlin Language Server to be installed and in PATH
- ⚠️Optionally requires SourceKit-LSP for Swift/iOS support
- ⚠️Optionally requires clangd for Objective-C/iOS support
Verified SafeView Analysis
openapi-to-mcp
by agentoauth
Provides a Model Context Protocol (MCP) interface to the National Weather Service (NWS) API, enabling AI assistants to access weather-related data and forecasts.
Provides a Model Context Protocol (MCP) interface to the National Weather Service (NWS) API, enabling AI assistants to access weather-related data and forecasts.
Setup Requirements
- ⚠️Requires API_BASE_URL environment variable (configured in wrangler.toml for Cloudflare Workers, but essential for any deployment).
- ⚠️Requires Node.js 18+ and `npm` for building and deployment.
- ⚠️Requires outbound network access to the configured `API_BASE_URL` (https://api.weather.gov).