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Vetted Servers(8554)
MCP-server
by winniehhy
A personal finance tracker for managing income and expenses, with optional synchronization to Notion.
A personal finance tracker for managing income and expenses, with optional synchronization to Notion.
Setup Requirements
- ⚠️Data persistence relies solely on a local `data.json` file; not suitable for multi-user, production, or serverless deployments without additional storage solutions.
- ⚠️Requires separate commands to run both the backend API and the frontend application.
- ⚠️Notion integration (for syncing entries) requires `NOTION_API_KEY` and `NOTION_DB_ID` environment variables, otherwise it will be disabled.
Verified SafeView Analysis
ai-examples
by sumitdotgh
A basic weather API server built with FastAPI, demonstrating a Microservice Communication Protocol (MCP) server that provides CRUD operations for weather information.
A basic weather API server built with FastAPI, demonstrating a Microservice Communication Protocol (MCP) server that provides CRUD operations for weather information.
Setup Requirements
- ⚠️Python 3.12+ required
- ⚠️Needs 'uvicorn' to run the FastAPI server
Verified SafeView Analysis
mcp-py
by megs-p
To provide a server implementation for the Minecraft Classic Protocol, allowing clients to connect and interact with a game world or service.
To provide a server implementation for the Minecraft Classic Protocol, allowing clients to connect and interact with a game world or service.
Setup Requirements
- ⚠️Requires Python installation.
Review RequiredView Analysis
Expance_tracker_remote_Server
by Sanny1998
Provides an API for remote expense tracking and management.
Provides an API for remote expense tracking and management.
Review RequiredView Analysis
getmatter-mcp-server
by underyx
Allows AI assistants to interact with the Matter read-later app, enabling listing articles, retrieving article details with highlights, and saving new articles.
Allows AI assistants to interact with the Matter read-later app, enabling listing articles, retrieving article details with highlights, and saving new articles.
Setup Requirements
- ⚠️Relies on Matter's internal API (v11), which is reverse-engineered and undocumented, making it susceptible to breakage if Matter changes its API.
- ⚠️Local usage requires manually obtaining `MATTER_ACCESS_TOKEN` and `MATTER_REFRESH_TOKEN` via a multi-step process involving the Matter Obsidian plugin and the Matter mobile app.
- ⚠️Vercel deployment involves an interactive OAuth-style QR code authentication flow requiring the Matter mobile app to connect an AI assistant.
Verified SafeView Analysis
mcp-featurestore
by slavadubrov
This server provides a lightweight Model Context Protocol (MCP) Feature Store for storing and retrieving machine learning features, designed to integrate with Claude Desktop.
This server provides a lightweight Model Context Protocol (MCP) Feature Store for storing and retrieving machine learning features, designed to integrate with Claude Desktop.
Setup Requirements
- ⚠️Requires 'uv' for dependency management and execution.
- ⚠️Requires Python 3.13 or newer (specified in pyproject.toml).
- ⚠️Requires manual initialization of the local SQLite database via 'uv run python database.py'.
Verified SafeView Analysis
financials-mcp
by openpharma-org
A comprehensive Model Context Protocol (MCP) server that provides professional-grade access to financial and economic data through Yahoo Finance and Federal Reserve Economic Data (FRED).
A comprehensive Model Context Protocol (MCP) server that provides professional-grade access to financial and economic data through Yahoo Finance and Federal Reserve Economic Data (FRED).
Setup Requirements
- ⚠️Requires a free FRED API Key (set as FRED_API_KEY environment variable) for most FRED data retrieval methods.
- ⚠️Relies on unofficial Yahoo Finance web scraping, which may be prone to breakage due to website changes or bot detection.
- ⚠️Requires Node.js version 18 or higher.
Verified SafeView Analysis
stoic-mcp
by timothywarner-org
An MCP server for Claude Desktop that provides access to a curated collection of wisdom quotes from Stoic philosophers and modern personal development authors, offering quote management, discovery, and AI-powered explanations and generation.
An MCP server for Claude Desktop that provides access to a curated collection of wisdom quotes from Stoic philosophers and modern personal development authors, offering quote management, discovery, and AI-powered explanations and generation.
Setup Requirements
- ⚠️Requires Claude Desktop for MCP integration.
- ⚠️Requires a DeepSeek API key (paid service) for AI-powered features (explanations and quote generation).
- ⚠️The full path to `dist/index.js` must be manually configured in Claude Desktop's `claude_desktop_config.json`, which can be platform-specific and error-prone.
Verified SafeView Analysis
mcp_server_example01
by aaronjnichols
Performs addition of two numbers and generates a text summary, a PNG bar chart visualization, and a CSV file of the result. Designed to be consumed by a client (e.g., an AI agent).
Performs addition of two numbers and generates a text summary, a PNG bar chart visualization, and a CSV file of the result. Designed to be consumed by a client (e.g., an AI agent).
Setup Requirements
- ⚠️Requires `matplotlib` for plotting, which might need system-level dependencies depending on the environment (though pre-built wheels are common).
- ⚠️Requires the `FastMCP` library to be installed.
Verified SafeView Analysis
foundation-project-mcp
by victormasson21
An MCP server enabling AI assistants to securely read unread emails, draft replies in Gmail, and access email writing style guides from Notion.
An MCP server enabling AI assistants to securely read unread emails, draft replies in Gmail, and access email writing style guides from Notion.
Setup Requirements
- ⚠️Requires Google Cloud Console setup for Gmail API Client ID and Secret.
- ⚠️Manual OAuth authentication process involving opening a URL in a browser and approving access.
- ⚠️Optional Notion integration requires creating a Notion integration, a style guide page, and granting access.
- ⚠️The `.env.local` file must be manually created and populated, and never committed to version control.
Verified SafeView Analysis
mcp-policy-gate-example
by aporthq
Provides policy enforcement for AI agent tool calls using the APort platform for authorization and audit trails.
Provides policy enforcement for AI agent tool calls using the APort platform for authorization and audit trails.
Setup Requirements
- ⚠️Requires an APort Agent Passport, which needs to be registered via the APort API (aport.io) using a curl command.
- ⚠️Depends on the external APort service (api.aport.io) for real-time policy verification.
- ⚠️Requires Node.js and npm to run the server, with client examples also available in Python.
Verified SafeView Analysis
mcp-js-debugger
by johngrimes
Enables AI assistants to debug JavaScript and TypeScript applications by exposing Chrome DevTools Protocol capabilities.
Enables AI assistants to debug JavaScript and TypeScript applications by exposing Chrome DevTools Protocol capabilities.
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or later.
- ⚠️Requires a CDP-compatible debug target (e.g., Node.js with --inspect, Chrome, Edge) to be running and exposed via WebSocket URL.