Jev in production › Search, ranking and matching

pi-web-search

Jev classifier ranks and filters web and code search results and screens for prompt injection inside a production Pi harness extension, with about 2,000 free uses per month (pi-web-search).

Open on GitHub ↗

~2k free uses/monthmeasured, as published by the source
Use
Search, ranking and matching
Industry
Developer tools
Form
Open-source tool
Stage
In production
Plugs into
Pi
Listed
2026-10-02
Found via
discord
Repository
GaganSD/pi-extensions
Stars
20
Forks
2
Last push
2026-10-10
Language
TypeScript
License
MIT

The README opens with

High-performance, context-efficient tools for the Pi agent harness.

A monorepo of modular extensions engineered specifically for the Pi coding agent. Each package adheres to strict context-efficiency principles, zero-bloat architecture, and native Pi integration. Detailed subagent delegation benchmarks live in benchmarks/README.md.

- Minimal by Design — Engineered for zero-context bloat and preserve the agent's context window. Prompts and schemas stay minimal while benchmaxxing every tool for effectiveness. - Keyless by Default — Essential utilities like public web and code retrieval work instantly out of the box. - Pi-Native — Built strictly around Pi's extension lifecycle, tools, custom slash commands, themes, and configuration store.

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For the project's own README, linking back here:

Listed in Jev in production

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