Web-Enabled LLM Assistant

MCPOpen Source10.0

by ytrsoymr • Search & Retrieval

An MCP-enabled conversational assistant that integrates Groq LLMs, LangChain, and external web tools (search, Playwright) to provide real-time, tool-augmented responses via a Streamlit UI.

Example Use Cases

1
Perform real-time web searches and incorporate up-to-date search results into responses using DuckDuckGo.
2
Browse, scrape, and interact with web pages programmatically via a Playwright MCP server to extract or summarize page content.
3
Combine Groq LLM reasoning with external tool outputs (search/browser) through MCP and LangChain to produce richer, tool-augmented answers.

Description

This repository provides a demo chatbot that uses MCP (Multi-Component Protocol) to connect an LLM-powered agent to external tools such as DuckDuckGo search, a Playwright browser, and other MCP servers. It leverages LangChain for agent orchestration and Groq LLMs for natural language generation, exposing a Streamlit front end for interactive use. The architecture is extensible, making it straightforward to add new MCP-compatible tool servers and customize agent tool selection logic. It is useful for building web-enabled assistants that need up-to-date information and browser automation.

Capabilities(22 total)

Tools (22)

browser_close

Close the page

browser_resize

Resize the browser window

width:number*height:number*

browser_console_messages

Returns all console messages

level:string*filename:string

browser_handle_dialog

Handle a dialog

accept:boolean*promptText:string

browser_evaluate

Evaluate JavaScript expression on page or element

function:string*element:stringref:string

Quick Actions

View on GitHub

Security

Scanned 2 month(s) ago

Risk Level

HIGH

Browser control, process management, or credential access

Trust Score

D47/100

8/17 checks passed

Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.

Quick Stats

Service TypeMCP

Pricing ModelUnknown

Capabilities22 Tools / 0 Prompts / 0 Resources

Ownerytrsoymr

CategorySearch & Retrieval

DependenciesStandalone

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