io.github.Kungie/gutai

gut

Verified · 2 mo ago

Judgment calls on small, cheap models: is this spam, which team, how urgent. YES, NO or UNSURE.

Install

claude mcp add gut -- uvx gutfeel-mcp

Requires: TYPESAFE_API_KEY, GUT_BACKEND, GUT_MODEL, GUT_BASE_URL, OPENROUTER_API_KEY

Our take

Routes small classification judgments such as spam, urgency, or team assignment to inexpensive models with YES, NO, or UNSURE outputs. It is for workflows that need cheap triage decisions instead of open-ended generation. The tight interface is a strength, but users should validate thresholds and failure behavior before putting it in decision-critical paths.

reviewed by hand · 2026-09-29

Something wrong or dead here? Report it

Verification record

last verified
2 mo ago
github stars
4
last commit
2 mo ago
archived
no
license
Apache-2.0
in registry since
2026-09-29

github.com/Kungie/gut

More in ai

browse all →
reaai

REA

Verified · 27 days ago

Reverse engineer anything from your terminal or agent with one CLI and MCP server.

hand-reviewed291k stars232k dl/wkchecked 27 days ago

rufloai

Ruflo

Verified · 3 days ago

Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.

hand-reviewed81k stars72k dl/wkchecked 3 days ago

claude-flowai

claude-flow

Verified · 2 mo ago

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

hand-reviewed73k stars19k dl/wkchecked 2 mo ago

tldrawai

tldraw

Verified · 2 mo ago

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

hand-reviewed50k starschecked 2 mo ago

codebase-memory-mcpai

Codebase Memory

Verified · 2 mo ago

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

hand-reviewed45k stars12k dl/wkchecked 2 mo ago