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About this MCP server

The Model Context Protocol (MCP) is an open standard for connecting AI applications to external content sources. This MCP server, generated from Subin’s portfolio site, gives MCP-compatible AI clients structured access to his documentation experience, work samples, and professional profile. When you connect this MCP server to an AI tool, the tool can search Subin’s portfolio and retrieve full page content as part of its response generation, without relying on stale training data or general web search results.

MCP server URL

Subin’s portfolio MCP server is publicly available at:
https://portfolio.subinb.com/mcp
This server is public and doesn’t require authentication.

What it exposes

The MCP server provides two tools that AI agents can use:
ToolDescription
SearchSearches across the portfolio to find relevant content, returning snippets with titles and links. Use this to discover information or find pages matching a query.
Query docs filesystemReads and navigates the portfolio’s virtual filesystem using shell-style commands. Use this to retrieve full page content, browse the docs structure, or extract specific sections, including batch reads across multiple pages in a single call.
Agents decide when to use each tool based on context. For example, an agent might first search to find relevant pages and then query docs filesystem to read the full content of the most relevant results.

Discovery endpoint

Agents and tools can auto-discover this MCP server without prior configuration using the discovery document:
curl https://portfolio.subinb.com/.well-known/mcp
This returns a JSON document describing the available MCP servers and their transport configuration, allowing AI orchestration tools to locate and connect to the server automatically.

Connect to AI clients

Connect the MCP server to your preferred AI tool. Select your tool to get started.
Claude supports remote MCP servers natively through Connectors settings.
1

Open Connectors.

Go to Customize → Connectors.
2

Add a custom connector.

Free accounts support one custom connector. If you’ve already used your connector slot, remove the existing one first before adding this server.
1
Select Add custom connector. Enter the following:
FieldValue
NameSubin's Portfolio
URLhttps://portfolio.subinb.com/mcp
2
Select Add.
3

Verify the connection.

Try this prompt in a new chat:
Search the portfolio and summarize Subin's experience with AI tools.
Claude should query the MCP server and return results based on the portfolio content.

Tips for best results

Getting the most out of this MCP server requires guiding your AI client effectively.
  • Be specific in your prompts: The more precise your query, the more relevant the results.
    Instead ofTry
    Tell me about SubinWhat are Subin’s key skills?
    What has Subin done?What developer documentation work is in Subin’s portfolio?
    Summarize everythingWhat does Subin’s portfolio say about his API documentation experience?
  • Keep queries single-topic: MCP retrieval works best on focused questions. Broad queries like Tell me everything about Subin return shallow results across many pages. Single-topic queries return deeper, more useful content.
  • Disconnect when not in use: Active MCP servers consume part of your AI’s context window. Disconnecting servers you’re not using keeps more context available for your actual work.
  • Combine with your own context: The MCP server retrieves what’s in the portfolio. You can combine that with your own context to get more tailored answers:

    Check Subin's fit for the role