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Vetted Servers(9120)
ilp-mcp-server
by RheaBose
Enables Large Language Models (LLMs) to interact with a drone delivery system through natural language queries, planning deliveries, checking availability, and visualizing routes.
Enables Large Language Models (LLMs) to interact with a drone delivery system through natural language queries, planning deliveries, checking availability, and visualizing routes.
Setup Requirements
- ⚠️Requires a separately running 'ILP CW2 Service' on http://localhost:8080 or specified by ILP_API_URL.
- ⚠️Node.js 18+ is required.
- ⚠️For Claude Desktop integration, `npm link` and specific configuration file editing are needed.
Verified SafeView Analysis
Quiz-App
by Zehra-code743
Transforms academic PDFs into AI-generated structured study notes and interactive quizzes for learning and exam preparation.
Transforms academic PDFs into AI-generated structured study notes and interactive quizzes for learning and exam preparation.
Setup Requirements
- ⚠️Requires GEMINI_API_KEY (Paid service)
- ⚠️Python 3.11 or higher is required
Verified SafeView Analysis
google-mcp
by matiasbattocchia
A public Model Context Protocol (MCP) server that enables AI assistants to access Google Calendar and Sheets without requiring users to set up their own Google Cloud project.
A public Model Context Protocol (MCP) server that enables AI assistants to access Google Calendar and Sheets without requiring users to set up their own Google Cloud project.
Setup Requirements
- ⚠️Requires a Google Cloud project with Google Calendar and Sheets APIs enabled for self-hosting.
- ⚠️Requires creating OAuth 2.0 Web application credentials in Google Cloud for self-hosting.
- ⚠️Requires a Cloudflare account and D1 database setup for self-hosting.
Verified SafeView Analysis
NASA-MCP-server
by BACH-AI-Tools
Provides a standardized Model Context Protocol (MCP) interface for AI models to interact with various NASA and JPL APIs.
Provides a standardized Model Context Protocol (MCP) interface for AI models to interact with various NASA and JPL APIs.
Setup Requirements
- ⚠️Requires a NASA API Key (available for free at api.nasa.gov).
- ⚠️Requires Node.js (>=18 as specified by @modelcontextprotocol/sdk and package.json).
- ⚠️Manual installation involves TypeScript compilation (`npm install` then `npm run build`).
Verified SafeView Analysis
qoder-test-repo
by wargod
This repository appears to be a placeholder or a test environment for an unknown application, lacking sufficient information to determine its specific function.
This repository appears to be a placeholder or a test environment for an unknown application, lacking sufficient information to determine its specific function.
Review RequiredView Analysis
mcp-server
by MagedDevOps
Provides a Model Context Protocol (MCP) server for AlSalam Hospital management operations, including appointment booking, patient services, and WhatsApp integration.
Provides a Model Context Protocol (MCP) server for AlSalam Hospital management operations, including appointment booking, patient services, and WhatsApp integration.
Setup Requirements
- ⚠️Requires Node.js version 22 or higher.
- ⚠️Requires a valid WhatsApp Business API bearer token (which MUST replace the hardcoded one for secure operation).
- ⚠️External API dependency on AlSalam Hospital's UAT API (https://salemuatapi.alsalamhosp.com:446).
Review RequiredView Analysis
lgtmcp
by shields
An AI-powered Model Context Protocol (MCP) server that reviews code changes and can automatically commit them or provide detailed feedback.
An AI-powered Model Context Protocol (MCP) server that reviews code changes and can automatically commit them or provide detailed feedback.
Setup Requirements
- ⚠️Requires a Google API Key from Google AI Studio (paid usage applies).
- ⚠️The `lgtmcp` binary is installed to `~/bin` by default and requires this directory to be in your system's PATH.
- ⚠️Must be run within a Git repository with staged or unstaged changes.
Verified SafeView Analysis
armoriq-mcp-server
by nainaasharmaa
A basic banking server managing accounts, deposits, withdrawals, balances, and transaction history via a RESTful API.
A basic banking server managing accounts, deposits, withdrawals, balances, and transaction history via a RESTful API.
Setup Requirements
- ⚠️No User Management/Authentication: Accounts are identified solely by numerical IDs, allowing unrestricted access and manipulation without any security checks.
- ⚠️Local SQLite Database: The system uses an ephemeral SQLite file (bank.db) for storage, unsuitable for persistent, concurrent, or production-grade financial operations.
- ⚠️Basic Input Validation: The `amount` parameter for financial transactions lacks checks for non-positive values, potentially enabling unintended deposits/withdrawals or balance exploitation.
Review RequiredView Analysis
bg-server-mcp-shell
by bgbruno
MCP server for managing and interacting with long-running shell processes (e.g., dev servers, watch modes) in real-time, providing output streaming and interactive control for AI agents.
MCP server for managing and interacting with long-running shell processes (e.g., dev servers, watch modes) in real-time, providing output streaming and interactive control for AI agents.
Setup Requirements
- ⚠️Requires Node.js >= 18.17.
- ⚠️Requires native build tools (like Python, C++ compiler) for 'node-pty' dependency installation during `npm install`.
- ⚠️Assumes a trusted MCP client and operating environment due to its arbitrary command execution capabilities.
Verified SafeView Analysis
MoonPhasesMCP
by kamikaz-e
Provides a server with an API, likely for a game or application related to moon phases, potentially within a Minecraft context (given 'MCP').
Provides a server with an API, likely for a game or application related to moon phases, potentially within a Minecraft context (given 'MCP').
Review RequiredView Analysis
mcp-ssh-session
by devnullvoid
Enables AI agents to establish and manage persistent SSH sessions for remote command execution and file operations on servers and network devices.
Enables AI agents to establish and manage persistent SSH sessions for remote command execution and file operations on servers and network devices.
Setup Requirements
- ⚠️Requires SSH access to target hosts, including valid credentials (username, password, or SSH key).
- ⚠️Python 3.10 or higher is required.
- ⚠️When run in Docker, proper mounting of `~/.ssh` directory or individual SSH config/key files is critical for authentication.
Verified SafeView Analysis
mcp-test
by divyaraju01
This repository serves as a testing ground for experiments involving integration with an MCP server.
This repository serves as a testing ground for experiments involving integration with an MCP server.
Setup Requirements
- ⚠️Requires an operational MCP server environment to integrate with for conducting experiments.