io.github.bch1212/modelwatchai

modelwatch

Verified · 19 days ago

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

Install

claude mcp add modelwatch -- npx -y [email protected]

Requires: MODELWATCH_API_KEY, MODELWATCH_API_BASE

Our take

Targets behavioral drift monitoring for LLM applications, specifically to catch silent upstream model changes from providers. It is for teams running production LLM systems who need observability around changing model behavior over time. The use case is timely and credible, but the project still looks early from the limited adoption signals available here.

reviewed by hand · 2026-07-12

Something wrong or dead here? Report it

Verification record

last verified
19 days ago
github stars
0
last commit
24 days ago
archived
no
npm
modelwatch-mcp
downloads / wk
58
latest version
0.1.1
in registry since
2026-05-09

github.com/bch1212/modelwatch

More in ai

browse all →
claude-flowai

claude-flow

Verified · 2 days ago

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

hand-reviewed68k starschecked 2 days ago

tldrawai

tldraw

Verified · 4 days ago

Draw and visually collaborate with your agents on tldraw's canvas.

hand-reviewed50k starschecked 4 days ago

codebase-memory-mcpai

Codebase Memory

Verified · 21 days ago

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

hand-reviewed36k stars5.8k dl/wkchecked 21 days ago

openmetadata-mcpai

OpenMetadata

Verified · 16 days ago

Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents.

hand-reviewed15k starschecked 16 days ago

mobilerunai

mobilerun

Verified · 5 days ago

Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.

hand-reviewed9.1k starschecked 5 days ago

praisonaiai

PraisonAI

Verified · 20 days ago

AI Agents Framework with Self Reflection and MCP support

hand-reviewed8.5k starschecked 20 days ago