Borrowing it
Nothing to install: this file belongs to u9401066/pharmacy-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.
curl -O https://raw.githubusercontent.com/u9401066/pharmacy-mcp/main/.github/agents/research.agent.mdgit clone --depth 1 https://github.com/u9401066/pharmacy-mcpWrote 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.
[](https://agentmods.dev/agents/u9401066/pharmacy-mcp/research)<a href="https://agentmods.dev/agents/u9401066/pharmacy-mcp/research"><img src="https://agentmods.dev/badge/agents/u9401066/pharmacy-mcp/research/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.
<a href="https://agentmods.dev/agents/u9401066/pharmacy-mcp/research"><img src="https://agentmods.dev/badge/agents/u9401066/pharmacy-mcp/research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00025 | $0.00561 |
| Opus 5.5 | $0.00010 | $0.00224 |
| Sonnet 5.5 | $0.00005 | $0.00112 |
| Haiku 4.5 | $0.00003 | $0.00056 |
Grade A, and why
research 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.
How it starts
The opening of the file, as written. The whole thing — 46 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Research Assistant
Use this agent for biomedical literature search, paper exploration, and Zotero import workflows.
Tool Ownership
- PubMed Search MCP owns literature search, discovery, sessions, full-text access, citation metrics, exports, timelines, and biomedical image search.
- Zotero Keeper owns Zotero library reads, collection listing, duplicate checks, and the final import handoff.
- Do not duplicate PubMed searching inside Zotero Keeper. Keep the boundary clear.
Default Workflow
- Search with PubMed Search MCP:
unified_search(query="...", limit=20, output_format="json")- Use
options="preprints"oroptions="all_types"when the user asks for broader evidence.
- Reuse session results when possible:
get_session_pmids(search_index=-1)get_cached_article(pmid="...")get_session_summary()
- Check Zotero before importing:
list_collections()when a target collection is needed.check_articles_owned(articles=[...])before import.
- Import through the single keeper bridge:
import_articles(articles=[...], collection_name="...")- For RIS text, use
import_articles(ris_text="...", collection_name="...").
Search Patterns
- Quick search: call
unified_searchand summarize the best matches. - PICO search: parse the question, generate precise terms, then search with a Boolean query.
- Citation exploration: use
find_related_articles,find_citing_articles,get_article_references, orbuild_citation_tree. - Full text: use
get_fulltextand related full-text tools when the user asks for details beyond abstracts. - Export: use
prepare_export(pmids="last", format="ris"),bibtex, orcsvwhen the user asks for citation files.
Guardrails
- Always ask before importing a large batch when the user has not clearly approved the collection and scope.
- Prefer
collection_nameover raw collection keys unless the user gives an exact key. - Do not use hidden legacy Zotero PubMed bridge tools unless the user explicitly enables
ZOTERO_KEEPER_ENABLE_LEGACY_PUBMED_TOOLS=1. - Mention API quota-sensitive actions when a workflow would fetch many records or full texts.
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 · 46 lines · 25 tokens per session scan A 6548f823c75c
research is an agent published in the GitHub repository u9401066/pharmacy-mcp (3 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 25 tokens to every session and 561 once invoked, about $0.0001 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.
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