# SandboxAQ — AI Connector SandboxAQ publishes 7 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/healthcare/sandboxaq/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Healthcare & Life Sciences](https://node8.ai/ai-connectors/healthcare/) # SandboxAQ Physics-based quantitative models for drug and materials research Listed in Claude · 7 published tools · Verified partner [Claude connector docs](https://docs.aisim.sandboxaq.com/) [sandboxaq.com](https://www.sandboxaq.com/) Overview ## What SandboxAQ does SandboxAQ's Large Quantitative Models combine physics-based simulation with machine learning, and are aimed at drug discovery and materials innovation. This connector puts them behind natural language, so a researcher states a hypothesis instead of configuring a simulation. The claim in the listing is about access rather than capability: models of this kind normally sit behind specialist tooling, and the connector is the layer that removes that step. No endpoint is published in the directory listing. This connector carries the partner tier, meaning it passed a review step, and SandboxAQ publishes documentation. ### Who it is for Researchers in drug discovery and materials science working with simulation models. ### Tool surface The listing publishes no endpoint URL, so there was nothing to connect to and seven is SandboxAQ's own count. The listing describes access to Large Quantitative Models rather than individual calls. Availability ## Where SandboxAQ is listed SandboxAQ is listed in the Claude connectors directory only. SandboxAQ has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory SandboxAQ publishes 7 tools to Claude. That is a mid-sized surface: 33.4% of the 1,253 Claude-listed connectors expose fewer. The median Claude-listed connector filed under Healthcare & Life Sciences publishes 6, so this one runs one tool above its bucket's median and ranks 19th of 51 by tool count. It falls in the 7-10 tools band, which holds 14.6% of the Claude directory. SandboxAQ's Claude listing does not publish an endpoint URL. 48 of the 1,253 Claude listings are in the same position: real listings with documentation but no URL in the directory record, so the endpoint has to come from the publisher's own docs. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher SandboxAQ Verification Verified partner (37.8% of the Claude directory) Filed under Health & Life Sciences Endpoint Not published in the listing Documentation [Publisher setup docs](https://docs.aisim.sandboxaq.com/) Published tools 7 · 7-10 tools band Depth rank in Healthcare & Life Sciences 19 of 51 Snapshot August 2026 SandboxAQ carries partner verification in the Claude directory, which 474 of 1,253 listings do (37.8%). That is a review step past self-publishing, not an Anthropic-built server. In the publisher's words ## How SandboxAQ describes it > SandboxAQ's Large Quantitative Models (LQMs) combine physics-based simulation with machine learning to accelerate drug discovery and materials innovation. Now, LQMs are accessible through large language models. Researchers can access frontier scientific AI in natural language, moving faster from hypothesis to breakthrough. Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Healthcare & Life Sciences connectors ### [Inductive Bio](https://node8.ai/ai-connectors/healthcare/inductive-bio/) LogD and pKa predictions for early compound triage Claude ### [Benchling](https://node8.ai/ai-connectors/healthcare/benchling/) Benchling research data through its own scientific AI chat Claude ### [BioRender](https://node8.ai/ai-connectors/healthcare/biorender/) Scientific figure templates and icons for research visuals Claude · ChatGPT ### [Elicit](https://node8.ai/ai-connectors/healthcare/elicit/) Literature search and structured reports across papers Claude · ChatGPT ### [Synapse.org](https://node8.ai/ai-connectors/healthcare/synapse-org/) Discover Synapse research datasets and read their metadata Claude ### [Tamarind Bio](https://node8.ai/ai-connectors/healthcare/tamarind-bio/) Computational biology jobs run from chat Claude · ChatGPT [All 101 Healthcare & Life Sciences connectors](https://node8.ai/ai-connectors/healthcare/) This is an independent catalogue entry compiled by Node8 from SandboxAQ's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with SandboxAQ, and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session