Advertise
MCP.so
Sign In

Tiny Chat MCP Server

@to-aoki

Repository

Basic information

Category

AI & Agents

License

MIT

Transports

stdio

Author

to-aoki

About Tiny Chat MCP Server

This is an LLM application with chat functionality, featuring chat using RAG, a database, and MCP server capabilities. The UI is designed for Japanese users.

#chat#continue#rag#qdrant#mcp-server#openai-like

Tiny Chat MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "tiny_chat": {
      "command": "python",
      "args": [
        "-m",
        "build"
      ]
    }
  }
}

Tiny Chat MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Tiny Chat?

Tiny Chat is a chat application with an MCP (Model Context Protocol) server, a web interface, and an OpenAI-compatible RAG API. It integrates with Qdrant for retrieval-augmented generation and supports local databases. It is intended for developers and Claude Desktop users who need a self-hosted chat system with retrieval capabilities.

How to use Tiny Chat?

Install the package via pip, then run the web interface using tiny-chat (or streamlit run tiny_chat/main.py for development). Configure the MCP server in Claude Desktop by specifying the path to the tiny-chat-mcp binary and a DB_CONFIG environment variable. Alternatively, start the OpenAI Chat API RAG server with tiny-chat-api and query it using the model name set to a Qdrant collection name.

Key features of Tiny Chat

  • Web interface built with Streamlit
  • MCP server integration for Claude Desktop
  • OpenAI-compatible Chat Completions API
  • RAG (Retrieval-Augmented Generation) using Qdrant
  • Local database support (with DB_CONFIG)

Use cases of Tiny Chat

  • Provide a local chat interface with RAG knowledge retrieval
  • Connect Claude Desktop to a custom Qdrant-backed knowledge base
  • Serve as an OpenAI-compatible backend for custom frontend applications
  • Run a minimal chat system with or without a database

Frequently asked questions

1

What Python version is required?

Tiny Chat is tested with Python 3.10 or later.

2

How do I set up the MCP server for Claude Desktop?

Add a JSON entry to your Claude Desktop configuration with the command pointing to the `tiny-chat-mcp` binary and the environment variable `DB_CONFIG` set to the database configuration file path.

3

What does the `model` parameter do in the API?

The `model` parameter in the Chat Completions request specifies the target Qdrant collection name. Changing the model changes which collection is searched.

4

Can I run Tiny Chat without a database?

Yes. Use the `--database` flag to enable database mode; omitting it runs the application without a database backend.

5

What transport does the MCP server use?

The MCP server is launched as a subprocess (command) by Claude Desktop; the README does not specify the transport protocol.

Comments

More AI & Agents MCP servers

localscreenshot - website screenshot mcp for ai agents

localscreenshot is a Website screenshot MCP server and API available at https://localscreenshot.com/api. Localscreenshot screenshot api turns any public web page into an image or a PDF. Take the capture from one of 227 c

q-ring

I4cTime

Quantum-inspired keyring for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation — CLI + 44 MCP tools.

3

BlazingCDN MCP - Content Delivery for Video, Software & Static Files

BlazingCDN

Official MCP server for BlazingCDN - AI agents (Claude, Cursor, Windsurf) manage CDN resources, purge cache, query metrics, domains, Anycast CDN, Video CDN and Media CDN

1

OpenZiti / LLM-Gateway

openziti

NetFoundry LLM Gateway is an OpenAI-compatible API proxy that routes requests across multiple LLM providers using zero-trust networking. Zero trust LLM gateway. OpenAI-compatible proxy with semantic routing and load bala

93

imageat

incendies

Official MCP server for imageat — AI image and video generation for AI assistants. Generate images and videos, and use 20+ editing tools (background remove/replace, inpainting, object eraser, relight, virtual try-on) dir

Advertise