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agentic-pymol MCP Server

Arcadia-Science/agentic-pymol

Score: 59.0 Rank #6678 MCP Server
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A Model Context Protocol (MCP) server that exposes PyMOL as a typed tool surface to your agent (Claude Code/Desktop, Codex, or any MCP-compatible client)

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Overview

Arcadia-Science/agentic-pymol is a Python MCP server licensed under MIT. A Model Context Protocol (MCP) server that exposes PyMOL as a typed tool surface to your agent (Claude Code/Desktop, Codex, or any MCP-compatible client)

Ranked #6678 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 105

105 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 0%

0/2 issues closed → many open issues

Contributors 10% 5

5 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 21
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 36 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 2 open vs 0 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for Arcadia-Science/agentic-pymol
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Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"

From the README

# Agentic PyMOL

https://github.com/user-attachments/assets/43524828-0fcc-44e5-bcd6-c912e7f865b1

## Description

A lightweight Model Context Protocol (MCP) server that exposes PyMOL as a typed tool surface for general-purpose agents.

Use it with Claude Code, Claude Desktop, Codex, or any MCP-compatible client to let your agent control an open PyMOL session, inspect molecular structures, run PyMOL-native analyses, and render what it sees.

Agentic PyMOL is not an embedded chatbot and not a molecular workbench. It is a small bridge between a capable agent and the PyMOL session you already use.

## What you can do

Ask your agent to use PyMOL directly:

```text
* Fetch ubiquitin, show it as cartoon, color by secondary structure, and render a PNG.
* Create a table of residues that are in contact with DNA in the DNA-binding protein 6EDC.
* Load these two structures, align chain A, report the RMSD, and show the regions that moved the most.
* Which of these 10 binders trigger a conformation
Read full README on GitHub →

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