ModelWatch
Rank #18,669io.github.bch1212/modelwatch
MCP server for continuous behavioral drift monitoring of LLM applications, enabling spec creation, drift checking, and report retrieval.
ModelWatch is a Model Context Protocol (MCP) server published by bch1212. It ranks #18,669 of 76,851 servers tracked on MCP Toplist. ModelWatch is listed across 2 registries — Official MCP and PulseMCP, with 2 tracked versions. It was first listed on May 9, 2026 and most recently updated on May 9, 2026.
Ranks ahead of 58,182 of 76,851 servers on MCP Toplist.
Use ModelWatch
Add ModelWatch to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.
{
"mcpServers": {
"modelwatch": {
"url": "https://modelwatch.app/mcp"
}
}
}This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"modelwatch": {
"command": "npx",
"args": [
"-y",
"modelwatch-mcp"
],
"env": {
"MODELWATCH_API_KEY": "<your MODELWATCH_API_KEY>",
"MODELWATCH_API_BASE": "<your MODELWATCH_API_BASE>"
}
}
}
}Replace each placeholder with your own value before saving.
Listed on 1 registry (1 delisted)
bch1212
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- QueryShield#18,170 · 1 ver
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- InjectShield#23,384 · 1 ver
- AgentTrust#38,423 · 1 ver
- BizIntel#38,424 · 1 ver
- OutdoorIQ#38,425 · 1 ver
- PubRecords#38,426 · 1 ver
Available versions (2)
| Version | Published |
|---|---|
| 0.1.1 | May 9, 2026 |
| 0.1.0 | May 9, 2026 |
Frequently asked questions
- Who maintains ModelWatch?
- ModelWatch is maintained by bch1212, which publishes 12 MCP servers (16 total versions) tracked on MCP Toplist.
- Is ModelWatch listed on the Official MCP Registry?
- Yes — ModelWatch is listed on the Official MCP Registry, alongside PulseMCP.
- How many versions does ModelWatch have?
- MCP Toplist tracks 2 versions of ModelWatch, most recently published on May 9, 2026.
- Where can I find the source code for ModelWatch?
- The source code for ModelWatch is hosted at github.com/bch1212/modelwatch.