Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add CHENyiru3/AI-Skills-Collections --skill chimerax-mcpgit clone --depth 1 https://github.com/CHENyiru3/AI-Skills-CollectionsWrote 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/skills/chenyiru3/ai-skills-collections/chimerax-mcp)<a href="https://agentmods.dev/skills/chenyiru3/ai-skills-collections/chimerax-mcp"><img src="https://agentmods.dev/badge/skills/chenyiru3/ai-skills-collections/chimerax-mcp/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/skills/chenyiru3/ai-skills-collections/chimerax-mcp"><img src="https://agentmods.dev/badge/skills/chenyiru3/ai-skills-collections/chimerax-mcp.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 | $0.00061 | $0.01413 |
| Opus 5.5 | $0.00024 | $0.00565 |
| Sonnet 5.5 | $0.00012 | $0.00283 |
| Haiku 4.5 | $0.00006 | $0.00141 |
Grade A, and why
chimerax-mcp 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 3d 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 — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ChimeraX MCP
Use the dovas-net/chimeraX-mcp bridge to operate a local UCSF ChimeraX application. The client launches a Python MCP server over STDIO; the server sends commands to ChimeraX over localhost HTTP. Installing this skill supplies instructions and a verification helper; the bridge and ChimeraX are separate installations.
Use MCP tools or documented CLI/API access only. Do not use Computer Use, mouse/keyboard automation, or accessibility-tree control. If a GUI has no REST endpoint, report the missing connection; use an isolated headless CLI process for calculations that do not require changing that GUI. Do not silently open a replacement window. An on-screen styling request does not imply export; honor an explicit no-export instruction for images, sessions, and reports.
Setup and troubleshooting
For installation, configuration, missing tools, or connection failures, read references/setup.md. Use an existing working installation when the task only requires operating ChimeraX.
The setup reference covers Python selection, Codex configuration, existing-window attachment, and scripts/smoke_test.py. That helper requires --allow-export: it starts a dedicated GUI session through the bridge and verifies PNG export. Use API/headless checks instead for no-export work.
Choose the session
- Discover the available tools and their current argument schemas. Use
list_chimerax_instancesandcheck_chimerax_statusto identify responsive sessions. - Inspect the intended session with
list_modelsorget_session_infobefore changing it. Use its returned model IDs and chain names in later calls. - Pass
session_idexplicitly when multiple instances exist or when working in a dedicated session. A session ID is the ChimeraX REST port, not a model ID or OS process ID. - If the intended GUI is open without REST, attach it as described in the setup reference. An automatic launch can otherwise create a different window.
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 3d ago Changed · +2 lines 14bab77c149f
- 8d ago First seen · 64 lines · 61 tokens per session scan A bbd639351610
chimerax-mcp is a skill published in the GitHub repository CHENyiru3/AI-Skills-Collections (2 stars, last pushed 3d ago), licensed MIT. It adds 61 tokens to every session and 1,413 once invoked, about $0.0002 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 2026-11-06.
chimerax-mcp compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| chimerax-mcpCHENyiru3/AI-Skills-Collections | Skill | 2 | 3d ago | MIT | A | 61 | Claude Code, Codex |
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | Skill | 36k | yesterday | Apache-2.0 | A | 123 | Claude Code |
| matlabK-Dense-AI/scientific-agent-skills | Skill | 57k | 5d ago | MIT | A | 44 | Claude Code |
| exploratory-data-analysisK-Dense-AI/scientific-agent-skills | Skill | 57k | 5d ago | MIT | A | 83 | Claude Code |
| phylogeneticsK-Dense-AI/scientific-agent-skills | Skill | 57k | 5d ago | MIT | A | 71 | Claude Code, Codex |
| research-engineerdavila7/claude-code-templates | Skill | 34k | today | MIT | A | 43 | Claude Code, Codex |
| mapping-to-snomedmaziyarpanahi/openmed | Skill | 5.8k | yesterday | Apache-2.0 | A | 205 | Claude Code |