Mmcp.market

Modelwatch MCP server

by bch1212·io.github.bch1212/modelwatch·v0.1.1
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Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

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Safety scan
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not scanned yet

Adoption
Not measured yet

Usage numbers are collected on the next scan

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If you have run it, two minutes of your experience saves the next person an afternoon.

Modelwatch tools

No tool declarations could be read from the package source. They show once the server is installed.

Not scanned yet. New registry listings are scanned within a day of import.

Install directly

Runs npx -y modelwatch-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add modelwatch -- npx -y modelwatch-mcp
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Modelwatch: common questions

Is Modelwatch MCP server safe?
Not known yet: the safety scan has not run. New listings are scanned within a few days.
How do I install Modelwatch?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Modelwatch need an API key?
Yes. The registry entry asks for MODELWATCH_API_KEY.
Is Modelwatch maintained?
The latest release is v0.1.1.
What can I use instead of Modelwatch?
Servers from other publishers that do the same job: agent-device MCP server, freellmpool MCP server and Linksee Memory MCP server. Compare all Modelwatch alternatives.

Alternatives to Modelwatch

Same job from other publishers: the closest match first, then the best rated.

All Modelwatch alternatives →
  • agent-device
    MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps
    A
  • freellmpool
    OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.
    A
  • Linksee Memory
    Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.
    A
  • Kosha Model Discovery
    Tells your agent which model to use and what it costs, across 45 providers and local runtimes.
    B
  • Agent Web Search
    Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.
    B

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