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Vetted Servers(9120)
ai-roundtable
by mnthe
A Multi-AI debate platform that enables structured discussions between different AI models (Claude, ChatGPT, Gemini, Perplexity) through the Model Context Protocol (MCP).
A Multi-AI debate platform that enables structured discussions between different AI models (Claude, ChatGPT, Gemini, Perplexity) through the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires API keys for at least one AI provider (Anthropic, OpenAI, Google, Perplexity), which are typically paid services.
- ⚠️Uses `pnpm` as the recommended package manager, requiring it to be installed locally.
- ⚠️Requires `npx` (from npm) for the recommended quick start command.
Verified SafeView Analysis
medusa
by Pantheon-Security
This is a Model Context Protocol (MCP) server intentionally designed as a security fixture to demonstrate various critical vulnerabilities, such as command injection, SQL injection, and sensitive data exposure, for testing security scanners like Medusa.
This is a Model Context Protocol (MCP) server intentionally designed as a security fixture to demonstrate various critical vulnerabilities, such as command injection, SQL injection, and sensitive data exposure, for testing security scanners like Medusa.
Setup Requirements
- ⚠️Requires Node.js and npm to run.
- ⚠️Assumes a local 'database' module is available and configured, but it is not provided in the source.
- ⚠️Requires broad filesystem access permissions for /home/user/.ssh/id_rsa, /home/user/.aws/credentials, and .env files to demonstrate data exposure.
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mcp-http-agent-md
by benhaotang
This server acts as a central hub for AI agents, managing project knowledge (AGENTS.md), structured tasks, version history, and ephemeral scratchpads, with capabilities to spawn context-isolated subagents for focused tasks.
This server acts as a central hub for AI agents, managing project knowledge (AGENTS.md), structured tasks, version history, and ephemeral scratchpads, with capabilities to spawn context-isolated subagents for focused tasks.
Setup Requirements
- ⚠️Requires an OpenAI, Google, Groq, or OpenAI-compatible API key if subagents (external AI) are enabled.
- ⚠️PDF OCR processing (if enabled via `USE_LOCAL_AI_FOR_DOC_UNDERSTANDING`) requires `pdftoppm` (from poppler-utils) to be installed on the host system.
- ⚠️Requires `MAIN_API_KEY` for administrative functions and initial user creation.
Review RequiredView Analysis
gcal-mcp
by alDuncanson
Serves as a Model Context Protocol (MCP) server for Google Calendar to query upcoming, date-specific, and searchable events.
Serves as a Model Context Protocol (MCP) server for Google Calendar to query upcoming, date-specific, and searchable events.
Setup Requirements
- ⚠️Requires an initial interactive OAuth 2.0 flow via a local server, which opens a browser window for user authentication.
- ⚠️Requires Python 3.11 or higher to run.
- ⚠️Requires a Google account with calendar access for functionality.
Verified SafeView Analysis
mcpcat-typescript-sdk
by MCPCat
This SDK integrates analytics and telemetry capabilities into existing Model Context Protocol (MCP) servers, capturing user intentions, tool usage, and error patterns.
This SDK integrates analytics and telemetry capabilities into existing Model Context Protocol (MCP) servers, capturing user intentions, tool usage, and error patterns.
Setup Requirements
- ⚠️Requires an existing Model Context Protocol (MCP) server for integration (peer dependency: `@modelcontextprotocol/sdk >=1.11`).
- ⚠️Requires a MCPcat Project ID for full analytics features, or configured exporters for telemetry-only mode.
- ⚠️Data is logged to `~/mcpcat.log` by default, which might interfere with STDIO-based MCP server logging if not configured otherwise.
Verified SafeView Analysis
livewire-flux-mcp
by leMaur
This MCP server provides AI assistants with structured access to Livewire Flux component, layout, and icon documentation through web scraping.
This MCP server provides AI assistants with structured access to Livewire Flux component, layout, and icon documentation through web scraping.
Setup Requirements
- ⚠️Requires Node.js and npm (or npx) to be installed locally.
Verified SafeView Analysis
azure-speech-mcp-server
by microsoft
The server powers LLMs and AI agents by providing Speech-to-text and Text-to-speech capabilities via Azure Speech services.
The server powers LLMs and AI agents by providing Speech-to-text and Text-to-speech capabilities via Azure Speech services.
Setup Requirements
- ⚠️Requires an Azure account and an Azure Speech service subscription (paid service).
Review RequiredView Analysis
jewei-mssql-mcp-server
by jeweis
Provides a Micro-Agent Protocol (MCP) server for querying Microsoft SQL Server databases and retrieving table structures.
Provides a Micro-Agent Protocol (MCP) server for querying Microsoft SQL Server databases and retrieving table structures.
Setup Requirements
- ⚠️Requires Python 3.8+.
- ⚠️Requires access and credentials for a Microsoft SQL Server instance.
- ⚠️The `pyodbc` database driver and an appropriate SQL Server client driver (e.g., ODBC Driver for SQL Server) must be installed on the operating system.
- ⚠️Database connection details (DB_HOST, DB_USER, DB_PASSWORD, DB_NAME, DB_PORT) must be set as environment variables.
Review RequiredView Analysis
a2a
by kubestellar
AI agent for multi-cluster Kubernetes management, enabling workload distribution and operational tasks across KubeStellar environments.
AI agent for multi-cluster Kubernetes management, enabling workload distribution and operational tasks across KubeStellar environments.
Setup Requirements
- ⚠️Requires API keys for an LLM provider (e.g., OpenAI, Google Gemini) which are typically paid services.
- ⚠️Requires `kubectl` and `helm` CLI tools installed and configured.
- ⚠️Requires a valid `kubeconfig` to interact with Kubernetes clusters.
- ⚠️Requires Python 3.11+.
- ⚠️Relies on the `mcp` SDK for server functionality.
Verified SafeView Analysis
python-mcp-agent-workshop
by nnennandukwe
Implements an MCP server with a keyword search tool for AI agents to analyze codebases and provide insights.
Implements an MCP server with a keyword search tool for AI agents to analyze codebases and provide insights.
Setup Requirements
- ⚠️Requires Python 3.11+ to run.
- ⚠️Requires Poetry for dependency management and server execution.
- ⚠️Qodo Command is optional but necessary to interact with the AI agent as demonstrated.
Verified SafeView Analysis
MCPJira
by 365knoten
Demonstrates building an MCP (Model-Controller-Proxy) server for Jira integration using .NET Core.
Demonstrates building an MCP (Model-Controller-Proxy) server for Jira integration using .NET Core.
Setup Requirements
- ⚠️Requires access to a Jira instance.
- ⚠️Requires configuration of 'JiraBaseUrl' and 'JiraProjectKey'.
- ⚠️Explicitly stated as 'not production-ready code', implying it's for demonstration only and lacks hardening for real-world deployment.
Verified SafeView Analysis
recreation-mcp-server
by adhocteam
This MCP server enables LLMs like Claude to discover and learn about recreation opportunities by integrating National Park Service, Recreation.gov, and OpenWeatherMap APIs, providing tools to search for parks, campgrounds, weather, and activities.
This MCP server enables LLMs like Claude to discover and learn about recreation opportunities by integrating National Park Service, Recreation.gov, and OpenWeatherMap APIs, providing tools to search for parks, campgrounds, weather, and activities.
Setup Requirements
- ⚠️Requires free API keys from National Park Service, Recreation.gov, and OpenWeatherMap, each requiring separate registration.
- ⚠️Requires either Docker and Docker Compose (recommended) or Go 1.24+ installed locally.
- ⚠️Designed for seamless integration with Claude Desktop, requiring manual configuration of `claude_desktop_config.json` with the absolute path to the repository.