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molclaw-compound-retrieve

Use when calling these MolClaw MCP tools: `mcp__molclaw-scp__retrieve_smiles_by_compoundname`.

Skill by InternScience

IndexedMIT★ 38
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

Use when calling these MolClaw MCP tools: `mcp__molclaw-scp__retrieve_smiles_by_compoundname`. Retrieve SMILES strings by compound name using PubChem with an NCI resolver fallback.

Use cases: agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/molclaw-compound-retrieve

What's inside

Skill name
molclaw-compound-retrieve
Description
Use when calling these MolClaw MCP tools: `mcp__molclaw-scp__retrieve_smiles_by_compoundname`. Retrieve SMILES strings by compound name using PubChem with an NCI resolver fallback.
License
MIT
Metadata
skill-author: PJLab
Instructions
34 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Retrieve Compound SMILES

## Invocation

Use the exact tool name and parameter schema exposed by the current harness. Tool names in SDK examples below are raw MCP names, not model-facing aliases. Local files must be uploaded with `molclaw-file-transfer` before a server tool can use them. Repair PDB inputs first when the workflow requires it.

The description of tool *retrieve_smiles_by_compoundname*.

```tex
Retrieve SMILES strings by compound name. The service queries PubChem first and falls back to the NCI resolver when PubChem is busy or unavailable.
Args:
    compound_names (List[str]): List of input compound names (e.g., ["aspirin", "caffeine"])
Return:
    status (str): success/partial_success/error
    msg (str): message
    retrieve_smiles (List[dict]): List of dict, each containing the keys 'compound_name' and 'smiles'.
        --compound_name (str): A compound name of compound_names 
        --smiles (str): The retrieved SMILES string, if it exists; otherwise, None.
```

How to use tool *retrieve_smiles_by_compoundname* :

```python
response = await client.session.call_tool(
    "retrieve_smiles_by_compoundname",
    arguments={
        "compound_names": compound_names
    }
)
result = client.parse_result(response)
retrieve_smiles = result["retrieve_smiles"]
```

From InternScience/MolClaw, MIT.

More from InternScience/MolClaw

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Stars
38
Forks
5
Open issues
0
Last commit (this folder)
Sep 24, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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molclaw-compound-retrieve skill. Agent Mart. https://agentmart.dev/skills/internscience-molclaw-compound-retrieve (last updated 2026-10-24)