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Vetted Servers(9120)
file-system-mcp-server
by manju07
A minimal Model Context Protocol (MCP) server that provides secure file read and write operations within a sandbox directory for AI agents.
A minimal Model Context Protocol (MCP) server that provides secure file read and write operations within a sandbox directory for AI agents.
Setup Requirements
- ⚠️Requires `GOOGLE_API_KEY` environment variable for the optional Gradio web interface (app.py) to connect to Gemini API.
- ⚠️The MCP Python SDK may need to be installed directly from GitHub (`pip install git+https://github.com/modelcontextprotocol/python-sdk.git`) if not available on PyPI.
- ⚠️MCP client configurations (e.g., for Cursor) require specifying the absolute path to the `server.py` file.
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testlink-mcp-server
by tuongle-learn
Manages TestLink QA system entities (test cases, plans, suites) via AI agents (Claude, Cursor) using the Model Context Protocol.
Manages TestLink QA system entities (test cases, plans, suites) via AI agents (Claude, Cursor) using the Model Context Protocol.
Setup Requirements
- ⚠️Docker Desktop is required to run the server.
- ⚠️Mandatory environment variables: TESTLINK_URL and TESTLINK_API_KEY.
- ⚠️A running TestLink QA management system is required for functionality.
- ⚠️Users must distinguish between TestLink Internal IDs (for linking/actions) and External IDs (for lookup).
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webdriver-spec-mcp
by sadym-chromium
Provides a RAG-powered Model Context Protocol (MCP) server for searching, reading, and asking questions about WebDriver BiDi and Classic specifications using Google's Gemini models.
Provides a RAG-powered Model Context Protocol (MCP) server for searching, reading, and asking questions about WebDriver BiDi and Classic specifications using Google's Gemini models.
Setup Requirements
- ⚠️Requires Node.js v20 or higher.
- ⚠️Requires a Google Gemini API Key to be configured in a `.env` file or environment variables.
- ⚠️Initial data ingestion (`npm run ingest`) is mandatory before server usage and involves API calls to Gemini for embeddings.
- ⚠️MCP Client configuration requires the absolute path to the repository.
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nextcloud-notes-mcp-server
by rncz
Automate Nextcloud note management using an LLM by providing a set of WebDAV-based tools.
Automate Nextcloud note management using an LLM by providing a set of WebDAV-based tools.
Setup Requirements
- ⚠️Requires a Nextcloud instance with WebDAV enabled and accessible.
- ⚠️Requires `uv` (ultra-violet) for Python environment and package management.
- ⚠️Requires an LLM software (e.g., LM Studio) capable of tool calling and configured to use this MCP server.
Verified SafeView Analysis
MCP-server-Hebrew
by yossimmmm
A server application likely related to Minecraft (MCP usually refers to Minecraft Coder Pack or Minecraft Protocol), potentially localized for Hebrew speakers.
A server application likely related to Minecraft (MCP usually refers to Minecraft Coder Pack or Minecraft Protocol), potentially localized for Hebrew speakers.
Setup Requirements
- ⚠️Docker required
- ⚠️Node.js environment
- ⚠️Potential Minecraft client/server version dependencies
Review RequiredView Analysis
Tableau-God-Agent-MCP
by ARJ999
Automates and intelligently manages Tableau Server and Tableau Cloud environments, providing comprehensive control and AI-powered operations with a human-in-the-loop safety system.
Automates and intelligently manages Tableau Server and Tableau Cloud environments, providing comprehensive control and AI-powered operations with a human-in-the-loop safety system.
Setup Requirements
- ⚠️Requires Tableau Server or Tableau Cloud instance access (PAT authentication)
- ⚠️Requires OpenRouter API Key (Paid service for AI-powered features)
- ⚠️Requires Python 3.11+
- ⚠️Requires a running Redis server (for HITL queue and caching)
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AI-NextGen
by pudurvenu
Provides user-friendly desktop tools for creators to achieve clean results and enhance creative projects.
Provides user-friendly desktop tools for creators to achieve clean results and enhance creative projects.
Setup Requirements
- ⚠️The application is distributed as pre-compiled binaries (.exe/.dmg) within a ZIP file, with no visible source code for the actual application logic to inspect.
- ⚠️Requires manual download and installation of an executable from a direct GitHub raw content link, bypassing typical release pages or package managers that might offer more verification.
Review RequiredView Analysis
bytefrost-joplin-mcp
by bytefrostdev
An MCP server enabling AI assistants to directly access, search, read, create, and edit Joplin notes stored in a self-hosted PostgreSQL database.
An MCP server enabling AI assistants to directly access, search, read, create, and edit Joplin notes stored in a self-hosted PostgreSQL database.
Setup Requirements
- ⚠️Project is under active development and NOT PRODUCTION READY.
- ⚠️Requires a self-hosted Joplin Server (>= 2.6.0) with PostgreSQL database.
- ⚠️Joplin's End-to-End Encryption (E2EE) must be DEACTIVATED for the MCP to access note content.
- ⚠️Requires Docker or Python 3.11+ runtime.
- ⚠️Installation, configuration, and usage documentation are 'Coming soon'.
Review RequiredView Analysis
notebooklm-mcp-structured
by paolodalprato
Enhances NotebookLM with client-side prompt structuring for source fidelity, enabling professional document analysis, legal research, and fact-checking.
Enhances NotebookLM with client-side prompt structuring for source fidelity, enabling professional document analysis, legal research, and fact-checking.
Setup Requirements
- ⚠️Requires Claude Desktop to be installed and configured to use MCP servers.
- ⚠️Node.js >= 18.0.0 is required.
- ⚠️A Google account is required for NotebookLM access, and manual authentication may require closing all Chrome/Chromium instances.
Verified SafeView Analysis
expense_tracker_mcp_server
by GaneshGMgr
A backend server for an expense tracking application, leveraging the FastMCP framework for API functionality.
A backend server for an expense tracking application, leveraging the FastMCP framework for API functionality.
Setup Requirements
- ⚠️Python 3.13 or newer required
Verified SafeView Analysis
semantic_mcp
by milkymap
Provides an intelligent search and management system for Model Context Protocol (MCP) servers using AI-powered analysis and vector embeddings.
Provides an intelligent search and management system for Model Context Protocol (MCP) servers using AI-powered analysis and vector embeddings.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires Cohere API Key (Paid Service)
- ⚠️Python 3.12+ (for local development)
- ⚠️Requires generation of custom API authentication and encryption keys
Verified SafeView Analysis
mcp-servers
by augustcaio
Manages Docker containers, stacks, volumes, networks, and images by interacting with the Portainer API.
Manages Docker containers, stacks, volumes, networks, and images by interacting with the Portainer API.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️Portainer (CE or BE) must be installed and accessible via the provided URL.
- ⚠️Requires access to the Portainer API, which may involve network configuration and API key/password management.
- ⚠️Users must manage the JWT token returned by `authenticate_portainer` for all subsequent API calls.