Jev Flash Router — AI skill for Claude Code
open-sourced jev-flash-router: an MCP server for TypeSafe's new Jev model.
How to install Jev Flash Router
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open Ravinder82/jev-flash-router and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Jev Flash Router does
open-sourced jev-flash-router: an MCP server for TypeSafe's new Jev model. AI coding agents waste hundreds of reasoning tokens just deciding which file to edit, which route to pick, or whether a diff breaks tests. Jev evaluates state and outputs calibrated probabilities. Works with Cursor, Windsurf, & Claude Code
Alternatives in AI
- LLM For Zotero — An open-sourced research agent system deeply rooted in your Zotero library 2.8k ★
- Typesafe MCP — An mcp connector to evaluate anything fast and cheap 258 ★
- Claude Council Skill — A Claude skill that convenes 7 expert AI personas to debate any decision, idea, or problem — then synthesizes 87 ★
README
jev-flash-router
[](https://www.npmjs.com/package/jev-flash-router) [](LICENSE) [](https://nodejs.org) [](https://modelcontextprotocol.io) [](https://openrouter.ai)
**Zero-token-output decision router MCP server powered by TypeSafe Jev.**
AI coding agents waste hundreds of reasoning tokens just deciding which file to edit, which route to pick, or whether a diff breaks tests. **jev-flash-router** evaluates context, code diffs, logs, or planning options and returns calibrated probabilities in ~150ms — with **$0.00 output token cost**.
✨ Features
- ⚡ ~150ms decisions — Lightning-fast evaluation via OpenRouter Decisions API
- 💸 Zero output token cost —
output_tokens: 0on every call - 🧠 TypeSafe Jev — Powered by the cutting-edge
~typesafe/jev-latestmodel - 🔌 MCP-native — Works seamlessly with Cursor, Windsurf, Claude Desktop & Claude Code
- 📦 Zero-config — Install via
npxand go - 🎯 Three decision formats:
noul(binary),choice(categorical),score(rubric)
🚀 Quick Start
1. Install as an MCP server
No local clone needed — anyone can run it instantly:
npx -y jev-flash-router
Or install globally via npm:
npm install -g jev-flash-router
2. Set your OpenRouter API key
Set the `OPENROUTER_API_KEY` environment variable with your [OpenRouter](https://openrouter.ai) API key (required).
3. Use the tool
In your IDE's agent chat, call:
**evaluate_decision**
state: The context, code diff, error log, or task descriptionquestion: The targeted question to evaluatetype:"noul","choice", or `"score"
Related Skills
Clean Mac Jev
macOS disk cleaner using a model cascade: Jev (TypeSafe) classifies hundreds of cache folders for cents, Claud
Jev Pruner
Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it
Canny
Stops AI coding agents from claiming work is done without evidence. Deterministic hooks decide, TypeSafe's Jev
Jev Curate
High-throughput synthetic & pretraining dataset sifter powered by TypeSafe AI Jev (api.typesafe.ai). Stream, f
Sommelier
Claude Code plugin that picks the right model and effort for each task, using TypeSafe Jev judgments.
Jev Browser Control
Let Claude code, chatgpt codex or control your own Chrome. Chrome extension + MCP server: Jev, TypeSafe's deci
Related Agents
Typesafe Adversary
Red-teams TypeSafe integrations before users do. Probes the nine documented Jev failure modes, tests prompt in
Jev Judge
Reusable Judge/Verifier question-drafter for text-shaped deliverables — pass/fail, meets-bar yes/no, or rubric
Cost Strategist
Use when a FinOps audit of vendor/cloud/AI spend is needed — vendor tally, waste by class, keep/kill/downgrade