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Vetted Servers(8554)
bike-mcp-server
by hildersantos
This server allows AI assistants to programmatically interact with the Bike outliner app on macOS, enabling reading and manipulation of outline documents.
This server allows AI assistants to programmatically interact with the Bike outliner app on macOS, enabling reading and manipulation of outline documents.
Setup Requirements
- ⚠️Requires macOS operating system
- ⚠️Requires Node.js 18+ installed
- ⚠️Requires the Bike app to be installed and running for operations
Verified SafeView Analysis
arxiv-mcp-server
by doveretepergkhb
This server provides an MCP interface for AI assistants to search, retrieve, and locally manage arXiv research papers.
This server provides an MCP interface for AI assistants to search, retrieve, and locally manage arXiv research papers.
Setup Requirements
- ⚠️Requires Python dependencies from `requirements.txt`.
- ⚠️Configuration is managed via `config/settings.example.json`.
- ⚠️Requires an authentication header for MCP clients to connect.
Review RequiredView Analysis
my-mcp-server
by ssuyjk-del
This MCP server provides a boilerplate for developing AI agent capabilities (tools, resources, prompts) in TypeScript, including functions for basic utilities, image generation via Hugging Face, and a code review prompt.
This MCP server provides a boilerplate for developing AI agent capabilities (tools, resources, prompts) in TypeScript, including functions for basic utilities, image generation via Hugging Face, and a code review prompt.
Setup Requirements
- ⚠️Requires Node.js environment and npm.
- ⚠️Requires Smithery CLI for build/development scripts.
- ⚠️Requires Hugging Face API token (HF_TOKEN) for the image generation tool; while a free tier exists, extensive usage may incur cost.
Verified SafeView Analysis
weifangbus-mcp-server
by donggongailv
Acts as a Model Context Protocol (MCP) server providing an API wrapper for Weifang public bus real-time data and user authentication.
Acts as a Model Context Protocol (MCP) server providing an API wrapper for Weifang public bus real-time data and user authentication.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK)
- ⚠️Dependent on external Weifang bus APIs (mobile.wfsmk.cn and 122.4.254.30)
- ⚠️Requires a built JAR file (e.g., via Gradle or Maven build)
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mcp.discovery.tool
by echapmanFromBunnings
Automated discovery and security analysis of Model Context Protocol (MCP) server capabilities in .NET assemblies.
Automated discovery and security analysis of Model Context Protocol (MCP) server capabilities in .NET assemblies.
Setup Requirements
- ⚠️Requires .NET 10.0 SDK or later
Verified SafeView Analysis
CLAUDE.md
by IT-Square-Plus
Optimizes Claude Code CLI's behavior by providing structured, research-backed instructions and dynamic configuration for Model Context Protocol (MCP) servers.
Optimizes Claude Code CLI's behavior by providing structured, research-backed instructions and dynamic configuration for Model Context Protocol (MCP) servers.
Setup Requirements
- ⚠️Requires Claude Code CLI to be installed and used.
- ⚠️Full functionality depends on external MCP servers (e.g., Yggdrasil, Context7, Serena) being configured and accessible via `.mcp.json`.
- ⚠️Requires manual creation of a `meta.yaml` file in the project root for consistent Yggdrasil tagging and project identification.
Verified SafeView Analysis
tas-mcp-servers
by Tributary-ai-services
A collection of pre-built Model Context Protocol (MCP) servers providing capabilities like search, web scraping, database access, and development tools for local deployment and integration with the TAS MCP federation platform.
A collection of pre-built Model Context Protocol (MCP) servers providing capabilities like search, web scraping, database access, and development tools for local deployment and integration with the TAS MCP federation platform.
Setup Requirements
- ⚠️Docker is required for containerized deployment or TAS MCP integration.
- ⚠️Node.js and npm are required for local development and running individual servers directly.
- ⚠️External API keys (e.g., BRAVE_API_KEY, Apify key) will be required for specific server functionalities that integrate with external services.
Verified SafeView Analysis
saturn-mcp-server
by ldroguetti
To search and retrieve documentation articles from Rocketbot Saturn for use with an MCP client.
To search and retrieve documentation articles from Rocketbot Saturn for use with an MCP client.
Setup Requirements
- ⚠️Requires Python 3.x and pip for local setup.
- ⚠️Requires Docker and Docker Compose for containerized setup.
- ⚠️Relies on external service `docs.rocketbot.com` for content.
Verified SafeView Analysis
clarify-mcp
by ifmelate
Enables AI agents to ask clarification questions and receive structured user input through a human-in-the-loop interface via the Model Context Protocol.
Enables AI agents to ask clarification questions and receive structured user input through a human-in-the-loop interface via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Requires an MCP-enabled client (e.g., Cursor, Claude Desktop, VS Code with MCP extension) for interaction.
- ⚠️Client configuration needs the absolute path to the 'hitl_server.py' file.
Verified SafeView Analysis
d2l-mcp-server
by General-Mudkip
Provides AI assistants with tools to interact with D2L Brightspace LMS for managing academic activities.
Provides AI assistants with tools to interact with D2L Brightspace LMS for managing academic activities.
Setup Requirements
- ⚠️Requires manual browser interaction for initial authentication via 'd2l-mcp-auth' to save a persistent session.
- ⚠️Requires Chromium browser installation (handled automatically by Playwright's postinstall script).
- ⚠️Requires setting D2L_HOST environment variable for your Brightspace instance, and optionally D2L_COURSE_ID for a default course.
Verified SafeView Analysis
ai-pow-wow
by tmdcpro
A collaborative AI code review system with a baseball team-themed dashboard for visualizing and managing AI agents, facilitating group discussions, and refining prompts.
A collaborative AI code review system with a baseball team-themed dashboard for visualizing and managing AI agents, facilitating group discussions, and refining prompts.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Node.js 18+ required
Verified SafeView Analysis
gpt-qualmaster-mcp
by seanshin0214
Provides AI-powered tools for qualitative research methodologies and conceptual paper writing, integrating with ChatGPT Desktop via the Model Context Protocol (MCP).
Provides AI-powered tools for qualitative research methodologies and conceptual paper writing, integrating with ChatGPT Desktop via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Python 3.9+.
- ⚠️Dependencies must be installed via 'pip install -r requirements.txt'.
- ⚠️A local vector database needs to be initialized by running 'python init_vectordb.py' before the server can utilize RAG features.