pubmed-search-mcp: Agent for Claude Code

.github/agents/context-loader.agent.md

context-loader is an agent for Claude Code from u9401066/pubmed-search-mcp. It costs 40 tokens per session (709 once invoked), scanned A, original, no licence file.

A context-loading agent that uses a free model to read the project’s Memory Bank and codebase, then produce a structured summary.

In plain words
What is it for?
Use it to prepare summaries of project notes and source code for downstream coding or analysis work.
Why use it?
It turns a large amount of project information into reusable context for other agents without requiring each one to read everything.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

This is u9401066/pubmed-search-mcp's own configuration. It tells Claude Code how to work on pubmed-search-mcp 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 pubmed-search-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to u9401066/pubmed-search-mcp. 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/u9401066/pubmed-search-mcp/master/.github/agents/context-loader.agent.md
Clone the repo
git clone --depth 1 https://github.com/u9401066/pubmed-search-mcp

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 context-loader

README.md
[![agentmods](https://agentmods.dev/badge/agents/u9401066/pubmed-search-mcp/context-loader.svg)](https://agentmods.dev/agents/u9401066/pubmed-search-mcp/context-loader)
Your own site
<a href="https://agentmods.dev/agents/u9401066/pubmed-search-mcp/context-loader"><img src="https://agentmods.dev/badge/agents/u9401066/pubmed-search-mcp/context-loader.svg" alt="Measured on agentmods" height="20"></a>
Per session 40 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 709 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 unknown 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 $0.00040 $0.00709
Opus 5 $0.00020 $0.00354
Sonnet 5 $0.00008 $0.00142
Haiku 4.5 $0.00004 $0.00071

Measured 7d ago against content hash 112310b85050, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

context-loader 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 7d 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.

.github/agents/context-loader.agent.md · 70 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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. 7d ago First seen · 70 lines · 40 tokens per session scan A 112310b85050

Subscribe to this mod's changes

context-loader is an agent published in the GitHub repository u9401066/pubmed-search-mcp (27 stars, last pushed 5d ago), with no licence file. It adds 40 tokens to every session and 709 once invoked, about $0.0002 per session on Opus 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 2026-08-30.

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