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ai mlMCP Integration Directory

ToolUniverse MCP Server Integration

Democratizing AI scientists with ToolUniverse

Technical Integration & Multi-Client Support

The ToolUniverse MCP Integration translates REST paths, operational endpoints, and tool schemas into standardized Model Context Protocol JSON-RPC 2.0 messages. This allows AI assistants like Claude Desktop, Cursor IDE, VS Code (Cline/Roo Code), and Zed Editor to run tool queries and execute functions seamlessly.

Claude Desktop

Add stdio configuration block to claude_desktop_config.json.

Cursor IDE

Configure workspace root at .cursor/mcp.json or Settings -> MCP.

VS Code / Cline

Insert server JSON payload into cline_mcp_settings.json.

Specification & Compatibility Table

PropertySpecification Detail
Target IntegrationToolUniverse (ool-niverse)
Directory Categoryai ml
Protocol SpecJSON-RPC 2.0 (stdio)
Canonical Path/mcp-server/ool-niverse/

Frequently Asked Questions

How do I access the full JSON configuration for ToolUniverse?

Click 'Open Full ToolUniverse MCP Config' above to view the complete parameter schema, environment variable setup, and copy-pasteable JSON configs for Claude Desktop, Cursor, and VS Code.

Does ToolUniverse require authentication secrets?

Authentication depends on upstream API requirements. Check the environment variable table on the detail page to view required API keys and header tokens.

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