How do I install the ac mcp server?

This profile does not contain a verified copy-paste launch configuration. Follow the current project documentation to confirm the runtime, entry point, transport and authentication before registering it in your client.

What credentials does it need?

It reads `APLCART_USE_DB`, `OPENAI_API_KEY` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Ac MCP Server

A Model Context Protocol (MCP) server that exposes the [APLCart](https://aplcart.info) idiom collection with semantic search capabilities. APLCart is

Local serverstdioPython

What is the Ac MCP Server?

A Model Context Protocol (MCP) server that exposes the APLCart idiom collection with semantic search capabilities. APLCart is a searchable

The short version

APLCart is a searchable collection of APL idioms and expressions maintained at https://aplcart.info/

Find APL expressions by exact syntax match
Search across syntax, descriptions, and keywords
Get keywords for specific APL expressions
Natural language queries using OpenAI embeddings

What it needs from you

Python 3.11 or higher - OpenAI API key (for semantic search functionality)

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
lookup-syntax	Exact match on APL syntax
search	Substring search across syntax, description, and keywords
keywords-for	Get keywords for a specific syntax
semantic-search	Natural language search using embeddings

Configuration

Python 3.11 or higher - OpenAI API key (for semantic search functionality)

Variable	Description	Required
APLCART_USE_DB	Configuration value read at startup.	Optional
OPENAI_API_KEY	Credential the server authenticates with.	Yes

Example prompts to try

“Use Ac MCP to lookup-syntax.”
“Use Ac MCP to search.”
“Use Ac MCP to keywords-for.”

Frequently asked questions

A Model Context Protocol (MCP) server that exposes the [APLCart](https://aplcart.info) idiom collection with semantic search capabilities. APLCart is a searchable Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

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