LangChain MCP Client Streamlit App MCP Server

This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different

Local serverstdioPython

What is the LangChain MCP Client Streamlit App MCP Server?

This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM providers

The short version

  • Multi-Provider LLM Support — OpenAI, Anthropic Claude, Google Gemini, and Ollama
  • OpenAI Reasoning Models Support — Enhanced support for o3-mini, o4-mini with specialized parameter handling
  • Streaming Responses — Real-time token-by-token streaming for supported models
  • File Attachments & Multimodal Input — Attach images, PDFs, and text/Markdown files to your chat messages (vision-capable models only for images)
  • MCP (Model Context Protocol) Integration — Connect to MCP servers for tool access
  • Advanced Memory Management — Short-term session memory and persistent cross-session memory

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

VariableDescriptionRequired
MCP_CLIENT_STORAGE_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use LangChain MCP Client Streamlit App to Multi.”
  • “Use LangChain MCP Client Streamlit App to Chat.”
  • “Use LangChain MCP Client Streamlit App to Images.”

Frequently asked questions

This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM providers Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.