plugin/skills/tooluniverse-claude-code-plugin/SKILL.md
Install the ToolUniverse Claude Code plugin in one step — provides MCP server with 1000+ scientific tools, 120+ research skills, slash commands, hooks, and the research agent. Use for first-time plugin install, troubleshooting plugin not loading, verifying MCP server connection, listing API key requirements, or configuring auto-update.
npx skillsauth add mims-harvard/tooluniverse tooluniverse-claude-code-pluginInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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One-step install of the ToolUniverse plugin: MCP server with 1000+ tools, 120+ research skills, slash commands, and the research agent — all auto-configured.
uv --version # must exist; if not: curl -LsSf https://astral.sh/uv/install.sh | sh
claude --version # Claude Code CLI; if not: https://claude.com/claude-code
# 1. Register the ToolUniverse marketplace from GitHub
claude plugin marketplace add mims-harvard/ToolUniverse
# 2. Install the plugin
claude plugin install tooluniverse@tooluniverse
That's it. Restart Claude Code. The MCP server auto-starts via uvx tooluniverse on first use (~30 s cold start, instant after).
Third-party marketplaces default to no auto-update — without this, new tools/skills only reach you when you remember to run claude plugin update tooluniverse (see Update below). Turn it on once:
python3 -c "
import json, pathlib, sys
p = pathlib.Path.home() / '.claude/plugins/known_marketplaces.json'
d = json.loads(p.read_text())
if 'tooluniverse' not in d:
sys.exit('Run the marketplace add command above first')
d['tooluniverse']['autoUpdate'] = True
p.write_text(json.dumps(d, indent=2))
print('autoUpdate enabled for tooluniverse')
"
Equivalent interactive path: /plugin → Marketplaces → tooluniverse → Enable auto-update.
With this on, Claude Code checks for marketplace + plugin updates in the background after each session start (up to a ~10 min random delay) and updates the installed plugin on disk automatically. You'll get a /reload-plugins prompt when an update lands, or it applies on your next launch — no more manual claude plugin update.
This is local, per-machine state — it can't be shipped as a default from the plugin's own manifest. marketplace.json has no autoUpdate field; Claude Code intentionally keeps this a per-installation trust boundary so a publisher can't force silent auto-updates onto a user's machine.
If you previously installed ToolUniverse skills globally (via tooluniverse-install-skills or manual copy), remove them. The plugin includes all skills — global copies interfere with the plugin's skill routing.
# Check for global skills
ls ~/.claude/skills/tooluniverse-* 2>/dev/null | wc -l
# Remove them (the plugin replaces them)
rm -rf ~/.claude/skills/tooluniverse-*
rm -rf ~/.claude/skills/create-tooluniverse-skill
rm -rf ~/.claude/skills/setup-tooluniverse
The MCP server runs the tooluniverse PyPI package via uvx. To lock tool behavior for a long-running analysis, pin the package version in the plugin's .mcp.json — change the args to:
"args": ["[email protected]"]
Replace 1.2.2 with any released version from https://pypi.org/project/tooluniverse/. Restart Claude Code to apply. (.mcp.json location is shown under "API keys" below.)
claude plugin list
# Expect: tooluniverse (enabled)
Inside Claude Code, just ask naturally:
What are the top mutated genes in breast cancer?
Research the drug metformin.
The router skill auto-dispatches to the right specialized skill — no command prefix needed.
| Component | What it does | How to invoke |
|---|---|---|
| MCP server | 1000+ tools via find_tools, get_tool_info, execute_tool | Auto-loaded; no action needed |
| /tooluniverse:research | Multi-database investigation inline in this chat (you see each step) | Slash command |
| /tooluniverse:translate-id | Resolve an ID across all relevant namespaces | Slash command |
| /tooluniverse:cross-validate | Verify a claim across 3+ independent databases | Slash command |
| /tooluniverse:compare | N-way side-by-side comparison with domain-appropriate columns | Slash command |
| /tooluniverse:literature-sweep | Graded mini-review across PubMed + EuropePMC + Semantic Scholar | Slash command |
| /tooluniverse:verify-references | Check that cited references are real and accurately described, including retraction status | Slash command |
| /tooluniverse:self-review | Generate weighted success criteria for a task and check work against them (what's missing / done well) | Slash command |
| /tooluniverse:setup-keys | Configure ToolUniverse API keys | Slash command |
| /tooluniverse:researcher | Same investigation as research, delegated to a forked subagent | Slash command |
| 120+ skills | Structured workflows (drug research, variant interpretation, pharmacovigilance, CRISPR screens, statistical modeling, etc.) | Auto-activate on matching questions |
Most tools work without keys. For enhanced access, add the keys you care about to the MCP server's env block. Locate the installed plugin's .mcp.json:
# Show component inventory + on-disk location:
claude plugin details tooluniverse
# Or find the file directly:
find ~/.claude/plugins -name '.mcp.json' -path '*tooluniverse*'
# Typical install location after marketplace install:
# ~/.claude/plugins/cache/tooluniverse/tooluniverse/<version>/.mcp.json
{
"mcpServers": {
"tooluniverse": {
"command": "uvx",
"args": ["tooluniverse"],
"env": {
"PYTHONIOENCODING": "utf-8",
"NCBI_API_KEY": "your_key",
"NVIDIA_API_KEY": "your_key",
"ONCOKB_API_TOKEN": "your_token"
}
}
}
}
Full API-key list: setup-tooluniverse skill → API_KEYS_REFERENCE.md.
If you enabled auto-update above, this happens automatically in the background — no action needed.
Otherwise, update manually:
claude plugin update tooluniverse
# Also refresh the MCP server's tool cache:
uv cache clean tooluniverse
Restart Claude Code.
claude plugin uninstall tooluniverse
claude plugin marketplace remove tooluniverse
git clone https://github.com/mims-harvard/ToolUniverse.git
cd ToolUniverse
claude plugin marketplace add ./
claude plugin install tooluniverse@tooluniverse
Grab tooluniverse-plugin-vX.Y.Z.zip from https://github.com/mims-harvard/ToolUniverse/releases, unzip, then:
claude plugin marketplace add /path/to/unzipped-dir
claude plugin install tooluniverse@tooluniverse
| Symptom | Fix |
|---|---|
| marketplace add fails with "no marketplace.json" | Ensure you're using mims-harvard/ToolUniverse (owner/repo), not the plugin subdir. |
| uvx: command not found | Install uv (see Prerequisites), reopen terminal. |
| MCP server won't start | Test in terminal: uvx tooluniverse. If it fails there, it's an uv/Python issue. |
| Plugin installs but tools missing | Restart Claude Code. First launch downloads the package (~30 s). |
| requires-python >= 3.10 | uv python install 3.12 |
| Tools feel outdated | uv cache clean tooluniverse then restart Claude Code. |
| New release not picked up / tools run an OLD version | Run uv tool list \| grep tooluniverse. If it's listed, a global uv tool install is shadowing the plugin's uvx (uvx prefers an installed tool over the latest published version). Fix: uv tool uninstall tooluniverse, then restart. Normal users without that install always get the latest automatically. |
Still stuck: https://github.com/mims-harvard/ToolUniverse/issues
If the table above didn't fix it, hand this skill to an agent — "read the
tooluniverse-claude-code-plugin skill and diagnose & fix my plugin install" — or
run these checks yourself in order. Each is safe and idempotent; apply the FIX
for whatever fails, then restart Claude Code.
# 1. Is uv/uvx installed? (most common cause of "no tools at all")
command -v uvx || echo "FIX: curl -LsSf https://astral.sh/uv/install.sh | sh"
# 2. Can the MCP package actually resolve + run? (non-hanging proxy for the server)
uvx --from tooluniverse tu --version || echo "FIX: uv/Python issue — see steps 1 and 5"
# 3. Running an OLD version even after updating? (non-obvious!)
uv tool list | grep -q tooluniverse \
&& echo "FIX: uv tool uninstall tooluniverse (a global install shadows the plugin's uvx)" \
|| echo "ok: nothing shadowing uvx"
# 4. A new pip version was released but tools still stale? force a refresh
uv cache clean tooluniverse # or one-shot: uvx --refresh tooluniverse --version
# 5. Python too old (requires >= 3.10)?
uv python install 3.12
# 6. Global skills interfering with the plugin's routing?
ls ~/.claude/skills/tooluniverse-* 2>/dev/null && echo "FIX: rm -rf ~/.claude/skills/tooluniverse-*"
# 7. Is the plugin actually enabled?
claude plugin list | grep tooluniverse || echo "FIX: claude plugin install tooluniverse@tooluniverse"
An agent can run the whole sequence, apply each FIX, and tell you to restart —
you don't need to understand the internals.
This skill documents the user-facing install flow. The plugin source lives at /plugin in the repo with its own .claude-plugin/plugin.json and .mcp.json. The root .claude-plugin/marketplace.json is what makes claude plugin marketplace add mims-harvard/ToolUniverse work directly — it lists the plugin with "source": "./plugin".
When cutting a plugin release:
[release:patch] (or :minor/:major) in a commit message that touches plugin/ or .claude-plugin/ on main. auto-release.yml runs scripts/release-plugin.sh, which bumps plugin/.claude-plugin/plugin.json + root .claude-plugin/marketplace.json, commits, and tags; the tag push triggers release-plugin.yml to build the zip + GitHub Release. (Or run "Auto-release plugin" from the Actions UI.)max(plugin.json, latest vX.Y.Z tag), so a manifest that has drifted behind the tag line won't collide with an existing tag.main (independent of the tag/zip).The pip package (tooluniverse on PyPI) is a SEPARATE release line: bump pyproject.toml → publish-pypi.yml publishes it (→ publish-mcp-registry.yml). Plugin and pip versions need NOT move together — uvx tooluniverse auto-resolves to the latest published pip version for users, so plugin-only and pip-only releases are both fine.
tools
Generate the success criteria for a task or question, then review work against them. Given a task, goal, or open-ended question, decompose it into scenarios, evaluation perspectives, and fine-grained weighted YES/NO criteria using the Recursive Expansion Tree (RET) method; if work is supplied, score it criterion-by-criterion and surface what is missing or could be better. Use when asked to self-review or check your own work, judge whether a task is done well or completely, build a definition-of-done or completeness checklist, create an evaluation rubric or grading criteria, score or grade answers to a question, set up an LLM-as-judge rubric, or when the user mentions self-review, completeness check, success criteria, evaluation criteria, scoring rubric, Qworld, or the RET algorithm.
tools
Find the real protein target(s) of a peptide from its sequence — peptide target deorphanization / off-target identification, for ANY target class (GPCR, ion channel, protease, cytokine/growth-factor receptor, enzyme, integrin), not only GPCRs. Use when a peptide has a phenotype but does not bind its hypothesized target, when a peptide binds a target in one species or assay but not another, or to screen candidate targets for an orphan peptide. A target-class router steers a multi-route keyless pipeline (PROSITE/ELM motif, BLAST homology, HGNC/InterPro/GPCRdb/GtoPdb target-family enumeration, OpenTargets phenotype anchor, EnsemblCompara/Alliance cross-species reconciliation) plus optional NVIDIA-NIM co-folding (Boltz2, AlphaFold2-Multimer, OpenFold3) for structural confirmation.
tools
Install or update ToolUniverse in Claude Science — create the conda env, install the tooluniverse pip package, and (re)build the tooluniverse-research skill by fetching the current workflow library from GitHub. Use for first-time setup, upgrading the ToolUniverse version, refreshing the bundled workflows after an upstream release, or reinstalling on a new machine.
tools
Install, set up, verify, update, pin, uninstall, or troubleshoot the ToolUniverse plugin on OpenAI Codex. ALWAYS consult this skill for any of those — don't answer from memory, because the exact marketplace name (mims-harvard/ToolUniverse), the "codex plugin marketplace add" then "codex plugin add -m tooluniverse" flow, Codex's startup auto-upgrade behavior, the uvx tooluniverse MCP server, and the API-key env vars are easy to get wrong. Use it whenever someone wants to get ToolUniverse (or "the 1000+ scientific tools" / "the harvard tools") working on Codex, says the Codex plugin or its tools/skills won't load, hits a uvx or MCP-server startup error, asks how Codex updates it, wants to pin or remove it, or finds it running an old tool version — even if they never say the word "plugin". Not for the Claude Code plugin (use tooluniverse-claude-code-plugin), for running research with the tools, or for authoring new tools or skills.