No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by 3choff · MCP Server · ★ 251
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is mcp-chatbot safe to install? View the security audit →
MCP Chatbot This chatbot example demonstrates how to integrate the Model Context Protocol (MCP) into a simple CLI chatbot. The implementation showcases MCP's flexibility by supporting multiple tools through MCP servers and is compatible with any LLM provider that follows OpenAI API standards. If you find this project helpful, don’t forget to ⭐ star the repository or buy me a ☕ coffee. Key Features LLM Provider Flexibility: Works with any LLM that follows OpenAI API standards (tested with Llama 3.2 90b on Groq and GPT-4o mini on GitHub Marketplace). Dynamic Tool Integration: Tools are declared in the system prompt, ensuring maximum compatibility across different LLMs. Server Configuration: Supports multiple MCP servers through a simple JSON configuration file like the Claude Desktop App. Requirements Python 3.10 Installation Clone the repository: Install the dependencies: Set up environment variables: Create a file in the root directory and add your API key: Configure servers: The follows the same structure as Claude Desktop, allowing for easy integration
| Stars | 251 |
| Forks | 29 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 72.629245463814/100 |
| Open Issues | 2 |
| Last Updated | 2024-12-05 |
| Created | 2024-12-05 |
| Platforms | cli, mcp, python |
| Est. Tokens | ~1k |
These tools work well together with mcp-chatbot for enhanced workflows:
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mcp-chatbot is A simple CLI chatbot that demonstrates the integration of the Model Context Protocol (MCP).. It is categorized as a MCP Server with 251 GitHub stars.
mcp-chatbot is primarily written in Python.
You can find installation instructions and usage details in the mcp-chatbot GitHub repository at github.com/3choff/mcp-chatbot. The project has 251 stars and 29 forks, indicating an active community.
mcp-chatbot is released under the MIT license, making it free to use and modify according to the license terms.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
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