A code-reading plugin for AI coding agents that finds symbols and searches source files through MCP tools, a standard way for tools to communicate with agents.

Use it to locate symbols, search code, and read only the relevant parts of a codebase while keeping tool output compact.

It helps agents inspect code with less context and includes a raw mode matching ordinary file-search commands.

pluck — Plugin for Claude Code by hunhee98

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/hunhee98/pluck

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/hunhee98/pluck/claude-code/github.svg)](https://agentmods.dev/plugins/hunhee98/pluck/claude-code)

Your own site

<a href="https://agentmods.dev/plugins/hunhee98/pluck/claude-code"><img src="https://agentmods.dev/badge/plugins/hunhee98/pluck/claude-code/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/hunhee98/pluck/claude-code"><img src="https://agentmods.dev/badge/plugins/hunhee98/pluck/claude-code.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

pluck scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/claude-code/.claude-plugin/plugin.json · 12 lines

What it actually says

{
  "name": "pluck",
  "version": "0.1.0",
  "description": "Fast and token-friendly code reading for AI coding agents. Symbol-aware MCP tools that replace cat/grep with ~85% fewer tokens, sub-millisecond search, and a raw fallback that preserves cat/grep parity byte-for-byte.",
  "author": {
    "name": "Hunhee Lee"
  },
  "homepage": "https://github.com/hunhee98/pluck",
  "repository": "https://github.com/hunhee98/pluck",
  "license": "MIT"
}

Contents

What it installs

The manifest is a name and a version. 1 MCP server travel with it, and installing the plugin installs all of them. Each is measured on its own page, and each can be installed alone.

MCP server pluck A not measured

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

1mo ago First seen · 12 lines scan A ea9ee420df29

Subscribe to this mod's changes

pluck is a plugin published in the GitHub repository hunhee98/pluck (42 stars, last pushed 4mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Claude Code Debugging ai-agents bm25 cli code-intelligence code-search

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