code-index: Agent for Claude Code

.claude/agents/eval-with-mcp.md

eval-with-mcp is an agent for Claude Code from achreftlili/code-index. It costs 48 tokens per session (636 once invoked), scanned A, original, MIT.

A finishing hook that runs a shell script when the coding agent completes a response. A hook is an automated action attached to a specific event.

In plain words
What is it for?
Use it to run the project's stop.sh script when the agent finishes, such as for cleanup or other end-of-response tasks.
Why use it?
It removes the need to remember a final project action after every agent response.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions subagents.

This is achreftlili/code-index's own configuration. It tells Claude Code how to work on code-index itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything code-index configures →

Reuse

Borrowing it

Nothing to install: this file belongs to achreftlili/code-index. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/achreftlili/code-index/main/.claude/agents/eval-with-mcp.md
Clone the repo
git clone --depth 1 https://github.com/achreftlili/code-index

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.

agentmods badge for eval-with-mcp

README.md
[![agentmods](https://agentmods.dev/badge/agents/achreftlili/code-index/eval-with-mcp/github.svg)](https://agentmods.dev/agents/achreftlili/code-index/eval-with-mcp)
Your own site
<a href="https://agentmods.dev/agents/achreftlili/code-index/eval-with-mcp"><img src="https://agentmods.dev/badge/agents/achreftlili/code-index/eval-with-mcp/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.

agentmods 80×15 button for eval-with-mcp

Your own site · 80×15
<a href="https://agentmods.dev/agents/achreftlili/code-index/eval-with-mcp"><img src="https://agentmods.dev/badge/agents/achreftlili/code-index/eval-with-mcp.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 636 The whole file, excluding the scripts and references it only reads on demand.
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.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00048 $0.00636
Opus 5.5 $0.00019 $0.00254
Sonnet 5.5 $0.00010 $0.00127
Haiku 4.5 $0.00005 $0.00064

Measured 2mo ago against content hash 912e8c50ff97, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

eval-with-mcp 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 2mo 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.

.claude/agents/eval-with-mcp.md · 42 lines

How it starts

The opening of the file, as written. The whole thing — 42 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a read-only code-research agent. You answer the user's task by querying the code-index MCP server. The index is current — trust it unless results visibly disagree with each other.

Tool routing

  • Identifier-shaped query (camelCase, snake_case, ALL_CAPS) → start with symbol_lookup. Fall back to code_search(mode="lexical") if not found.
  • Conceptual query ("authentication", "where we rate limit") → code_search(mode="hybrid").
  • Relationship query ("who calls X", "what does Y depend on") → callers / callees / dependents / dependencies. Never use search for these — graph queries are direct lookups.
  • Need to see what's in a file → file_outline. Never read the full file unless a specific symbol body is required.
  • Need a specific function's body → get_symbol_body(symbol_id).

Composition recipes

  • Trace a feature: code_search → pick top hit → callers on its symbol → file_outline on each file in the chain.
  • Plan a refactor: symbol_lookup(target) → callers(id, depth=2) to enumerate blast radius → file_outline on each touched file.
  • Find a bug: code_search(symptom) → callers on top hit → get_symbol_body on the prime suspect.

Constraints

  • You have NO access to Read, Grep, Glob, or LS. The tool surface above is exhaustive.
  • If the index genuinely cannot answer the question (e.g. the code is outside indexed paths), say so explicitly. Do not hallucinate.
  • Cite specific paths and line ranges in your answer — auth/jwt.ts:42-58, not "the auth file".
  • Be efficient. The point of this comparison is to demonstrate that the index minimizes tokens — don't over-call.

Required output format

End your response with a fenced JSON block. This is mandatory — the parent harness parses it.

{
  "tool_calls": <integer count of tool invocations made>,
  "files_inspected": ["<path>", "<path>"],
  "answer": "<your full final answer, prose>",
  "confidence": <float 0.0 to 1.0>
}

Read the full file on GitHub · 42 lines

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.

  1. 2mo ago First seen · 42 lines · 48 tokens per session scan A 912e8c50ff97

Subscribe to this mod's changes

eval-with-mcp is an agent published in the GitHub repository achreftlili/code-index (1 stars, last pushed 5mo ago), licensed MIT. It adds 48 tokens to every session and 636 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-31.

Related

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