Tiny Chat
Rank #36,013glama/to-aoki/tiny_chat
A lightweight RAG system that provides an MCP server for searching and interacting with vector-based knowledge bases. It enables users to perform retrieval-augmented generation and search across Qdrant collections through a standardized interface.
Tiny Chat is a Model Context Protocol (MCP) server published by to-aoki. It ranks #36,013 of 137,492 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. Tiny Chat is listed across 2 registries — Glama and mcp.so, with 2 release tags tracked from its GitHub repository. It was first listed on Apr 12, 2025 and most recently updated on Dec 8, 2025.
Ranks ahead of 101,479 of 137,492 servers on MCP Toplist.
Use Tiny Chat
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fto-aoki%2Ftiny_chat)<a href="https://mcptoplist.com/server/glama%2Fto-aoki%2Ftiny_chat"><img src="https://mcptoplist.com/badge/glama%2Fto-aoki%2Ftiny_chat.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
to-aoki
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| 0.1.3 | Dec 8, 2025 |
| 0.1.2 | Nov 20, 2025 |
Frequently asked questions
- Who maintains Tiny Chat?
- Tiny Chat is maintained by to-aoki, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is Tiny Chat listed on the Official MCP Registry?
- Tiny Chat is not on the Official MCP Registry. It is listed on Glama and mcp.so.
- How many versions does Tiny Chat have?
- No registry surfaces explicit version metadata for Tiny Chat; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Dec 8, 2025.
- Where can I find the source code for Tiny Chat?
- The source code for Tiny Chat is hosted at github.com/to-aoki/tiny_chat.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.