• SEARCH
  • INSPECT
  • MATCH
  • HUMAN

How to find new tool capabilities with your AI

Connect the catalog to your agent once. From there, your AI handles the heavy lifting of searching and inspecting tool definitions for you.

Ask AI about this page

Short answer

How do I find new tool capabilities with my AI?

Your agent searches the catalog for relevant functions and then reads the technical schemas to confirm they work. This gives you a clear map of exactly what your AI can do for any specific task.

Discovery outcomes

Where your search leads.

The AI turns a vague request into a precise list of usable tools.

SEARCH

Targeted tool discovery

The agent scans the catalog to find tools that match your intent. You get a filtered list of relevant capabilities instead of scrolling through everything.

INSPECT

Schema validation

Your agent reads the technical details of a tool to see how it works. This ensures the AI knows exactly which arguments to pass to the tool.

MATCH

Task alignment

The AI compares what you want to do against what the tools actually provide. It identifies the best tool for your specific problem.

HUMAN

Final selection

The AI presents the best options found. You decide which tool to actually trigger for your task.

The workflow

What your AI does when you ask for help.

The agent moves from a broad search to a deep technical inspection.

  1. Scan the catalog

    The agent looks through the available MCPs to find anything related to your request.

    search_catalog

  2. Pull tool details

    Once it finds a potential match, the agent pulls the specific listing to see what's inside.

    get_listing

  3. Verify parameters

    The agent looks at the individual tools to understand their input requirements.

    list_tools

  4. Confirm fit

    The agent cross-references the tool schemas with your original goal to ensure a match.

    list_tools

Try it

Copy these to start.

Use these prompts to kick off the discovery process.

Starting points

These are opening lines. Replace the bracketed text with your actual goal.

Vinkius Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_mgLuRhIN64QtERLUltG0fhiWwQraI7y7TZ9s8l3O/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Vinkius capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "vinkius-mcp-catalog-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_mgLuRhIN64QtERLUltG0fhiWwQraI7y7TZ9s8l3O/mcp"
    }
  }
}
Copy into chat04

  • Search the catalog for any tools that can help me manage my [Slack channels].

  • Find a tool in the catalog that can read [GitHub repository] files.

  • Look through the catalog and tell me which tools can interact with [Google Sheets].

  • Check the technical schemas for tools that handle [PostgreSQL database] queries.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Vinkius AI Catalog once, then ask.

Click the link to connect. Your credentials stay encrypted, and you can immediately start asking your agent to find tools.

Connect Vinkius AI Catalog to your AI

FAQ

How this task behaves

  • 01

    Can the AI add new tools to the catalog?

    No. The AI can only search and inspect the tools that already exist in the catalog.

  • 02

    Does the AI execute the tools automatically?

    No. The AI finds and inspects the tools, but you must decide when to run them.

  • 03

    Can it find tools that aren't in the Vinkius catalog?

    No. The agent is limited to the tools provided within the connected catalog.

  • 04

    Will the AI tell me what arguments a tool needs?

    Yes. By inspecting the tool schemas, the agent can tell you exactly what data is required.

  • 05

    Can the AI change my tool settings?

    No. The agent only reads the catalog and tool definitions; it cannot modify them.

  • More questions about Vinkius AI Catalog? The Connector page answers them. See everything the Vinkius AI Catalog Connector can do

Connect Vinkius to Claude, Cursor, ChatGPT & more