sandboxaq-mcp
One-click install for Cursor, VS Code, Claude, and 20+ other MCP clients, powered by API Commons MCP Install — visit install.apicommons.org for more information.
Endpoint
Hosted endpoint · transport http
Connect
This is a remote MCP server — point an MCP client at the endpoint URL. Clients with native remote support (Claude, Cursor, VS Code, …):
For stdio-only clients (older Claude Desktop, etc.), bridge with mcp-remote:
If the server requires authentication, add the provider's token/header (e.g. an X-API-Key) per its docs. A quick reachability check:
Tools
aqcat— Fully automated dense adsorption energy screening. Returns the lowest binding energy across placements — with per-placement convergence status — for a given bulk material, adsorbate and crystal facet. Powered by the AQCat25-EV2 machine-learning potential.AqpotencyPotency— Predict pIC50 potency for a single protein-ligand pair from a UniProt accession and a ligand SMILES string. Bulk submission is not supported.AqpotencyScreen— Score an uploaded SMILES library (up to 10,000 SMILES) against a single target for virtual screening. Results are returned sorted by potency_mean descending.AqpotencyScan— Screen one ligand against a curated target panel for reverse screening and off-target triage. Panels are bundled in the container image — no external API calls at runtime.AqpotencySelectivity— Compute on-target vs off-target potency and fold_selectivity for one ligand against one on-target and a list of off-targets.
About MCP
The Model Context Protocol (MCP) is an open protocol Anthropic introduced for connecting LLM-based agents to external tools and data sources. Providers publish MCP servers that expose their API surface as structured, discoverable tools — an MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.) can connect to the server and call its tools without any per-provider integration code.
Browse every MCP server on the APIs.io network or compare with the broader Agent Skill surfaces of the same providers.