AI & Machine Learning

alfreds.org

Provides search and retrieval of AI tools, models, frameworks, and research from the AI Search YouTube channel.

1 endpoint3 known toolsFirst detected September 29, 2026Last detected September 29, 2026

ENDPOINT 1

https://alfreds.org/api/toolbelt/mcp

No auth detected

MCP server metadata

Name: alfreds-tool-belt
Version: 0.1.0

Capabilities

tools

Server instructions

Alfred's AI Tool Belt: a searchable library of AI tools, models and frameworks covered by the AI Search YouTube channel (2023-2026). Call find_tools with a plain-language description of your task or problem before building something from scratch: it returns existing tools for each capability the task needs, with fit grades, why they fit, availability, links and the video moment where each tool is shown. Use search_tools to identify one tool you can describe but not name, and tool_details for everything about one result.

Known tools 3

find_tools

Ask the library (AI tools, models, frameworks and research covered by the AI Search YouTube channel (2023-2026)) which existing tools could help with a task before building something yourself.

Inferred read-only

search_tools

Look up a specific tool, model or technique you only vaguely remember or can describe but not name (misspellings and rambling descriptions are fine).

Inferred read-only

tool_details

Everything the library knows about one tool: aliases, links, install/usage hints, every mention with dates and deep links, related tools and other versions.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.alfreds-tool-belt]
url = "https://alfreds.org/api/toolbelt/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "alfreds-tool-belt": {
      "type": "http",
      "url": "https://alfreds.org/api/toolbelt/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: alfreds-tool-belt
Remote MCP URL: https://alfreds.org/api/toolbelt/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "alfreds-tool-belt": {
      "url": "https://alfreds.org/api/toolbelt/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "alfreds-tool-belt": {
      "type": "http",
      "url": "https://alfreds.org/api/toolbelt/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "alfreds-tool-belt",
  "transport": "streamable-http",
  "url": "https://alfreds.org/api/toolbelt/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Trust Data Available

BuiltWith Trust API v2 evidence for alfreds.org was fetched 2026-10-01T23:43:44.193Z.

Trust status Trusted

alfreds.org is assessed as Trusted: Domain has an established technology history spanning over a year.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.