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npx @getmcp/cli add io.github.nisarg-pujara-vectorlink/coalentRequires Python 3.10+. Community-contributed server. Review source before installing.
OPENAI_API_KEYRequired in folder (--watch) mode for semantic embeddings (text-embedding-3-small) and build synthesis (gpt-4o-mini); the server exits loudly without it rather than degrade. Factory (--cache-factory) mode brings its own models and needs no key.
Config file: ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"io.github.nisarg-pujara-vectorlink/coalent": {
"command": "uvx",
"args": [
"coalent[mcp,openai]",
"coalent-mcp",
"coalent",
"./docs"
],
"env": {
"OPENAI_API_KEY": "",
"COALENT_MCP_TOKEN": ""
}
}
}
}