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Vetted Servers(8554)
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.
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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'.
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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.
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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
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.
Verified SafeView Analysis
mem0
by Pintaro
OpenMemory is a personal AI memory management server with a web dashboard, allowing users to store, retrieve, and manage facts and preferences for AI agents and applications. It provides a centralized knowledge base for various client applications.
OpenMemory is a personal AI memory management server with a web dashboard, allowing users to store, retrieve, and manage facts and preferences for AI agents and applications. It provides a centralized knowledge base for various client applications.
Setup Requirements
- ⚠️Requires API keys for chosen LLM and Embedder providers (e.g., OPENAI_API_KEY) configured via environment variables or the UI.
- ⚠️Python 3.x environment needed for the API server, and Node.js for the Next.js UI. Docker/Docker Compose is the recommended setup.
- ⚠️Defaults to SQLite, but can be configured to use various vector databases (Qdrant, Chroma, Redis, Elasticsearch, etc.), each with its own setup requirements.
Review RequiredView Analysis
financial-mcp-server
by firo
Provides technical and fundamental analysis, and portfolio management tools for financial assets via an MCP server.
Provides technical and fundamental analysis, and portfolio management tools for financial assets via an MCP server.
Setup Requirements
- ⚠️Requires Python dependencies (`yfinance`, `pandas`, `numpy`, `pandas_ta`, `mcp`, `FastAPI`, `uvicorn`, `sse_starlette`).
- ⚠️Requires internet access to fetch financial data from Yahoo Finance.
- ⚠️Manual configuration of Claude Desktop JSON file for local integration.
Verified SafeView Analysis
meteor-mcp-addon
by MCDxAI
Integrates Model Context Protocol (MCP) servers and Google Gemini AI with Meteor Client for tool execution and AI interaction within Minecraft.
Integrates Model Context Protocol (MCP) servers and Google Gemini AI with Meteor Client for tool execution and AI interaction within Minecraft.
Setup Requirements
- ⚠️Requires Meteor Client (Minecraft mod) to function.
- ⚠️External MCP servers (e.g., Node.js, Python) must be installed and configured separately by the user.
- ⚠️Optional: Google Gemini API key (paid service) is required for AI integration.
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redshift-mcp-server
by cyril-goud-foodsmart
This server acts as a Model Context Protocol (MCP) agent for AWS Redshift, enabling programmatic access to Redshift schemas, table metadata, and allowing execution of read-only SQL queries.
This server acts as a Model Context Protocol (MCP) agent for AWS Redshift, enabling programmatic access to Redshift schemas, table metadata, and allowing execution of read-only SQL queries.
Setup Requirements
- ⚠️Requires an AWS Redshift instance and corresponding credentials (host, database, user, password).
- ⚠️Explicitly sets Redshift SSL `rejectUnauthorized: false`, which might require awareness of its security implications or specific network configurations.
- ⚠️Requires Node.js (>=18) and npm/yarn to build and run the TypeScript project.
Verified SafeView Analysis
mcp-docker-examples
by kekzl
Manages on-demand Model Context Protocol (MCP) servers using Docker Compose to provide AI coding assistants with task-specific tools and reduce token context overhead.
Manages on-demand Model Context Protocol (MCP) servers using Docker Compose to provide AI coding assistants with task-specific tools and reduce token context overhead.
Setup Requirements
- ⚠️Docker and Docker Compose must be installed.
- ⚠️Requires obtaining and configuring various API tokens (GitHub, Database, Slack, Jira, Brave Search) in a `.env` file.
Verified SafeView Analysis
health-ops-mcp
by Kuxha
This server demonstrates autonomous workforce orchestration for post-acute care by automating scheduling, detecting conflicts, and enforcing compliance for a synthetic home-care workforce using an AI agent.
This server demonstrates autonomous workforce orchestration for post-acute care by automating scheduling, detecting conflicts, and enforcing compliance for a synthetic home-care workforce using an AI agent.
Setup Requirements
- ⚠️Requires Python 3.12+
Verified SafeView Analysis
sleep-task-executor-mcp
by guojun21
Orchestrates long-running, agent-based LLM tasks, generating content and continuously or periodically re-executing prompts based on initial goals and input materials.
Orchestrates long-running, agent-based LLM tasks, generating content and continuously or periodically re-executing prompts based on initial goals and input materials.
Setup Requirements
- ⚠️Requires `agent` CLI to be installed and logged in.
- ⚠️The `agent` CLI needs access to the fixed model: `gpt-5.2-codex-xhigh-fast`.
- ⚠️The output directory must be writable by the server and the `agent`.