Agent skill

Biomedical Web Search

by InternScience in InternScience/scp

Search biomedical literature and web content using Tavily search engine for research and clinical information.

MITAuto-check passedProductivity & Automation

Install Biomedical Web Search

skills CLI
$ npx skills add InternScience/scp --skill biomedical-web-search -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install InternScience/scp biomedical-web-search --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/InternScience/scp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/biomedical-web-search .claude/skills/biomedical-web-search && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
biomedical-web-search
GitHub stars
169
Used in
1 other repo
Token cost
~598 tokens
SKILL.md length
31 words
Files
1
Skills in repo
73
Repo updated
First seen
Licence
MIT

At a glance

Search biomedical literature and web content using Tavily search engine for research and clinical information.

  • Tasks that involve Web search
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Biomedical Web Search is an agent skill from InternScience/scp. Search biomedical literature and web content using Tavily search engine for research and clinical information.

Its SKILL.md is about 600 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Productivity & Automation, covering Web search. It works with Tavily. The licence is MIT.

When your agent uses it

  • Tasks that involve Web search

Example prompts

  • “/biomedical-web-search”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit cea5398. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are python).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Biomedical Web Search loads about 598 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 31 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~598

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from InternScience/scp at commit cea5398, republished under its MIT licence (© InternScience). 31 words, ~598 tokens.

Download SKILL.mdSave it as .claude/skills/biomedical-web-search/SKILL.md (or your agent's skills folder).
name
biomedical-web-search
description
Search biomedical literature and web content using Tavily search engine for research and clinical information.
license
MIT license
metadata.skill-author
PJLab

Usage

python
import asyncio
import json
from mcp.client.streamable_http import streamablehttp_client
from mcp import ClientSession

class OrigeneClient:
    def __init__(self, server_url: str, api_key: str):
        self.server_url = server_url
        self.api_key = api_key
        self.session = None

    async def connect(self):
        try:
            self.transport = streamablehttp_client(url=self.server_url, headers={"SCP-HUB-API-KEY": self.api_key})
            self.read, self.write, self.get_session_id = await self.transport.__aenter__()
            self.session_ctx = ClientSession(self.read, self.write)
            self.session = await self.session_ctx.__aenter__()
            await self.session.initialize()
            return True
        except Exception as e:
            return False

    async def disconnect(self):
        if self.session:
            await self.session_ctx.__aexit__(None, None, None)
        if hasattr(self, 'transport'):
            await self.transport.__aexit__(None, None, None)

    def parse_result(self, result):
        if isinstance(result, dict):
            content_list = result.get("content") or []
        else:
            content_list = getattr(result, "content", []) or []
        texts = []
        for item in content_list:
            if isinstance(item, dict):
                if item.get("type") == "text":
                    texts.append(item.get("text") or "")
            else:
                if getattr(item, "type", None) == "text":
                    texts.append(getattr(item, "text", "") or "")
        return "".join(texts)

## Initialize and use
client = OrigeneClient("https://scp.intern-ai.org.cn/api/v1/mcp/7/Origene-Search", "<your-api-key>")
await client.connect()

result = await client.session.call_tool("tavily_search", arguments={"query": "brain tumor"})
print(client.parse_result(result))

await client.disconnect()
  • Args: query (str) - Search query
  • Returns: JSON with query, answer, results (URL, title, content, score)
Use Cases
  • Medical literature search, clinical research, disease information retrieval

© InternScience, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/biomedical-web-search of InternScience/scp.

Open the folder on GitHubat commit cea5398

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in InternScience/scp, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Biomedical Web Search next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Biomedical Web Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Biomedical Web Search this skillInternScience/scp1691 repos~598Automated safety check: PassMIT
Web SearchEXboys/skilllite1703 repos~1kAutomated safety check: PassMIT
Ultimate Searchckckck/UltimateSearchSkill289—~944Automated safety check: NotesMIT
Tavilyopenclaw/openclaw392k3 repos~1.2kAutomated safety check: PassMIT
Mysearchskernelx/MySearch-Proxy159—~3kAutomated safety check: NotesNone
Web Search Plus Plugin V2robbyczgw-cla/web-search-plus-plugin101—~1.9kAutomated safety check: NotesMIT

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Works with

Questions about Biomedical Web Search

What does Biomedical Web Search do?

Search biomedical literature and web content using Tavily search engine for research and clinical information. Biomedical Web Search is an agent skill from InternScience/scp. Search biomedical literature and web content using Tavily search engine for research and clinical information.

When should I use Biomedical Web Search?

Biomedical Web Search fits situations like: tasks that involve Web search.

How do I install Biomedical Web Search in Claude Code?

Run `npx skills add InternScience/scp --skill biomedical-web-search -a claude-code`. Or copy the skill folder (skills/biomedical-web-search in InternScience/scp) into .claude/skills/biomedical-web-search in your project. Claude Code loads it when a task matches its description.

How do I install Biomedical Web Search in Codex?

Run `npx skills add InternScience/scp --skill biomedical-web-search -a codex`. Or copy the skill folder (skills/biomedical-web-search in InternScience/scp) into .agents/skills/biomedical-web-search in your project. Codex loads it when a task matches its description.

Can I use Biomedical Web Search in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add InternScience/scp --skill biomedical-web-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/biomedical-web-search, .gemini/skills/biomedical-web-search, .github/skills/biomedical-web-search and .opencode/skills/biomedical-web-search in your project.

What does Biomedical Web Search need to run?

SKILL.md names no scripts, command-line tools or credentials: Biomedical Web Search is instructions for the agent only. Our summary lists: Python 3.

Does Biomedical Web Search access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Biomedical Web Search safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Biomedical Web Search use?

Biomedical Web Search is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Biomedical Web Search use?

About 598 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Biomedical Web Search?

Skills that share tags, products or a category with Biomedical Web Search: Web Search (EXboys/skilllite, 170 stars), Ultimate Search (ckckck/UltimateSearchSkill, 289 stars), Tavily (openclaw/openclaw, 392k stars) and Mysearch (skernelx/MySearch-Proxy, 159 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Biomedical Web Search?

InternScience (a GitHub organization) maintains it in InternScience/scp, which has 169 GitHub stars. The repository holds 73 skills in this directory. The repository was last updated on June 3, 2026.

Source: InternScience/scp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.