Universal AI Chat MCP Server
Rank #103,453glama/marc-shade/universal-ai-chat
Enables real-time communication and shared vector memory between Claude Code, OpenAI Codex CLI, and Google Gemini CLI. It allows different AI platforms to exchange messages, share context, and collaborate through a unified MCP interface.
What you can do with Universal AI Chat MCP Server
Universal AI Chat MCP Server is a Model Context Protocol (MCP) server published by marc-shade. It ranks #103,453 of 144,396 active servers on MCP Toplist. Universal AI Chat MCP Server is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Jan 17, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Universal AI Chat MCP Server can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Universal AI Chat MCP Server
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Universal AI Chat MCP Server and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
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- Claude Code Control MCP#103,448
- Cluster Execution MCP Server#103,449
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- Voice-AGI MCP Server#103,454
No task-specific alternatives are catalogued for Universal AI Chat MCP Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jan 17, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain Universal AI Chat MCP Server? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 40,943 of 144,396 servers on MCP Toplist.
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%2Fmarc-shade%2Funiversal-ai-chat)<a href="https://mcptoplist.com/server/glama%2Fmarc-shade%2Funiversal-ai-chat"><img src="https://mcptoplist.com/badge/glama%2Fmarc-shade%2Funiversal-ai-chat.svg" alt="MCP Toplist: #103,453 of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Universal AI Chat MCP Server?
- Universal AI Chat MCP Server is maintained by marc-shade, which publishes 14 MCP servers (10 total versions) tracked on MCP Toplist.
- Is Universal AI Chat MCP Server listed on the Official MCP Registry?
- Universal AI Chat MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Universal AI Chat MCP Server have?
- Version information is unavailable for Universal AI Chat MCP Server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for Universal AI Chat MCP Server?
- The source code for Universal AI Chat MCP Server is hosted at github.com/marc-shade/universal-ai-chat.
Do you run this server?
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