AI Model Watch
Rank #31,919io.github.markksantos/ai-model-watch
List the models each AI provider's API serves and see which are new since the last check.
What you can do with AI Model Watch
AI Model Watch is a Model Context Protocol (MCP) server published by markksantos. It ranks #31,919 of 154,470 active servers on MCP Toplist. AI Model Watch is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Oct 17, 2026 and most recently updated on Oct 18, 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 AI Model Watch 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 AI Model Watch
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 20, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect AI Model Watch and confirm it works
Published as mcp bundle `https://github.com/markksantos/ai-model-watch/releases/download/v1.1.0/ai-model-watch-1.1.0.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/markksantos/ai-model-watch/releases/download/v1.1.0/ai-model-watch-1.1.0.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/markksantos/ai-model-watch/releases/download/v1.1.0/ai-model-watch-1.1.0.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/markksantos/ai-model-watch/releases/download/v1.1.0/ai-model-watch-1.1.0.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/markksantos/ai-model-watch/releases/download/v1.1.0/ai-model-watch-1.1.0.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/markksantos/ai-model-watch/releases/download/v1.1.0/ai-model-watch-1.1.0.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/markksantos/ai-model-watch/releases/download/v1.1.0/ai-model-watch-1.1.0.mcpb` — install it through your client’s extension manager.
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
No task-specific alternatives are catalogued for AI Model Watchyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 17, 2026
- Latest version published
- Oct 18, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 20, 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 20, 2026
- Official MCP ↗listed since Oct 18, 2026 · still listed
- Glama ↗listed since Oct 18, 2026 · still listed
Do you maintain AI Model Watch? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 1.1.0 | Oct 18, 2026 |
Ranks ahead of 122,551 of 154,470 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/io.github.markksantos%2Fai-model-watch)<a href="https://mcptoplist.com/server/io.github.markksantos%2Fai-model-watch"><img src="https://mcptoplist.com/badge/io.github.markksantos%2Fai-model-watch.svg" alt="MCP Toplist: Top 25% of 154,470" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains AI Model Watch?
- AI Model Watch is maintained by markksantos, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
- Is AI Model Watch listed on the Official MCP Registry?
- Yes — AI Model Watch is listed on the Official MCP Registry, alongside Glama.
- How many versions does AI Model Watch have?
- MCP Toplist tracks 1 version of AI Model Watch, most recently published on Oct 18, 2026.
- Where can I find the source code for AI Model Watch?
- The source code for AI Model Watch is hosted at github.com/markksantos/ai-model-watch.
Do you run this server?
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